Best-of Machine Learning with Python
π A ranked list of awesome machine learning Python libraries. Updated weekly.
This curated list contains 920 awesome open-source projects with a total of 5.1M stars grouped into 34 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
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Contents
- Machine Learning Frameworks 64 projects
- Data Visualization 55 projects
- Text Data & NLP 103 projects
- Image Data 64 projects
- Graph Data 36 projects
- Audio Data 29 projects
- Geospatial Data 22 projects
- Financial Data 25 projects
- Time Series Data 29 projects
- Medical Data 19 projects
- Tabular Data 6 projects
- Optical Character Recognition 12 projects
- Data Containers & Structures 1 projects
- Data Loading & Extraction 1 projects
- Web Scraping & Crawling 1 projects
- Data Pipelines & Streaming 2 projects
- Distributed Machine Learning 36 projects
- Hyperparameter Optimization & AutoML 52 projects
- Reinforcement Learning 23 projects
- Recommender Systems 17 projects
- Privacy Machine Learning 7 projects
- Workflow & Experiment Tracking 40 projects
- Model Serialization & Deployment 20 projects
- Model Interpretability 55 projects
- Vector Similarity Search (ANN) 13 projects
- Probabilistics & Statistics 24 projects
- Adversarial Robustness 9 projects
- GPU & Accelerator Utilities 20 projects
- Tensorflow Utilities 16 projects
- Jax Utilities 3 projects
- Sklearn Utilities 19 projects
- Pytorch Utilities 32 projects
- Database Clients 1 projects
- Others 66 projects
Explanation
- π₯π₯π₯ Combined project-quality score
- βοΈ Star count from GitHub
- π£ New project (less than 6 months old)
- π€ Inactive project (6 months no activity)
- π Dead project (12 months no activity)
- ππ Project is trending up or down
- β Project was recently added
- βοΈ Warning (e.g. missing/risky license)
- π¨βπ» Contributors count from GitHub
- π Fork count from GitHub
- π Issue count from GitHub
- β±οΈ Last update timestamp on package manager
- π₯ Download count from package manager
- π¦ Number of dependent projects
-
Tensorflow related project
-
Sklearn related project
-
PyTorch related project
-
MxNet related project
-
Apache Spark related project
-
Jupyter related project
-
PaddlePaddle related project
-
Pandas related project
-
Jax related project
Machine Learning Frameworks
General-purpose machine learning and deep learning frameworks.
Tensorflow (π₯56 Β· β 200K) - An Open Source Machine Learning Framework for Everyone. Apache-2 
-
GitHub (π¨βπ» 5K Β· π 75K Β· π¦ 540K Β· π 42K - 4% open Β· β±οΈ 30.10.2025):
git clone https://github.com/tensorflow/tensorflow -
PyPi (π₯ 26M / month Β· π¦ 9.6K Β· β±οΈ 13.08.2025):
pip install tensorflow -
Conda (π₯ 6M Β· β±οΈ 27.10.2025):
conda install -c conda-forge tensorflow -
Docker Hub (π₯ 81M Β· β 2.8K Β· β±οΈ 30.10.2025):
docker pull tensorflow/tensorflow
PyTorch (π₯56 Β· β 94K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3 
GitHub (π¨βπ» 6K Β· π 26K Β· π₯ 110K Β· π¦ 830K Β· π 56K - 30% open Β· β±οΈ 30.10.2025):
git clone https://github.com/pytorch/pytorch
PyPi (π₯ 70M / month Β· π¦ 30K Β· β±οΈ 15.10.2025):
pip install torch
Conda (π₯ 29M Β· β±οΈ 25.03.2025):
conda install -c pytorch pytorch
scikit-learn (π₯53 Β· β 64K) - scikit-learn: machine learning in Python. BSD-3 
GitHub (π¨βπ» 3.4K Β· π 26K Β· π₯ 1.1K Β· π¦ 1.3M Β· π 12K - 17% open Β· β±οΈ 30.10.2025):
git clone https://github.com/scikit-learn/scikit-learn
PyPi (π₯ 140M / month Β· π¦ 35K Β· β±οΈ 09.09.2025):
pip install scikit-learn
Conda (π₯ 40M Β· β±οΈ 09.09.2025):
conda install -c conda-forge scikit-learn
Keras (π₯50 Β· β 64K) - Deep Learning for humans. Apache-2 
GitHub (π¨βπ» 1.4K Β· π 20K Β· π¦ 300K Β· π 13K - 2% open Β· β±οΈ 30.10.2025):
git clone https://github.com/keras-team/keras
PyPi (π₯ 19M / month Β· π¦ 2K Β· β±οΈ 27.10.2025):
pip install keras
Conda (π₯ 4.5M Β· β±οΈ 28.10.2025):
conda install -c conda-forge keras
XGBoost (π₯46 Β· β 28K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2
GitHub (π¨βπ» 670 Β· π 8.8K Β· π₯ 20K Β· π¦ 170K Β· π 5.6K - 8% open Β· β±οΈ 30.10.2025):
git clone https://github.com/dmlc/xgboost
PyPi (π₯ 31M / month Β· π¦ 2.9K Β· β±οΈ 21.10.2025):
pip install xgboost
Conda (π₯ 6.6M Β· β±οΈ 16.09.2025):
conda install -c conda-forge xgboost
PaddlePaddle (π₯46 Β· β 23K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2 
GitHub (π¨βπ» 1.5K Β· π 5.9K Β· π₯ 15K Β· π¦ 8.8K Β· π 20K - 8% open Β· β±οΈ 30.10.2025):
git clone https://github.com/PaddlePaddle/Paddle
PyPi (π₯ 1.6M / month Β· π¦ 280 Β· β±οΈ 30.10.2025):
pip install paddlepaddle
jax (π₯45 Β· β 34K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
GitHub (π¨βπ» 980 Β· π 3.2K Β· π¦ 47K Β· π 6.6K - 24% open Β· β±οΈ 30.10.2025):
git clone https://github.com/google/jax
PyPi (π₯ 12M / month Β· π¦ 3.1K Β· β±οΈ 15.10.2025):
pip install jax
Conda (π₯ 3.2M Β· β±οΈ 06.10.2025):
conda install -c conda-forge jaxlib
pytorch-lightning (π₯45 Β· β 30K) - Pretrain, finetune ANY AI model of ANY size on 1 or.. Apache-2 
GitHub (π¨βπ» 1K Β· π 3.6K Β· π₯ 15K Β· π¦ 48K Β· π 7.4K - 11% open Β· β±οΈ 29.10.2025):
git clone https://github.com/Lightning-AI/lightning
PyPi (π₯ 9.8M / month Β· π¦ 1.8K Β· β±οΈ 05.09.2025):
pip install pytorch-lightning
Conda (π₯ 1.7M Β· β±οΈ 05.09.2025):
conda install -c conda-forge pytorch-lightning
StatsModels (π₯45 Β· β 11K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
GitHub (π¨βπ» 470 Β· π 3.3K Β· π₯ 36 Β· π¦ 180K Β· π 5.8K - 50% open Β· β±οΈ 22.10.2025):
git clone https://github.com/statsmodels/statsmodels
PyPi (π₯ 24M / month Β· π¦ 5.6K Β· β±οΈ 07.07.2025):
pip install statsmodels
Conda (π₯ 22M Β· β±οΈ 01.10.2025):
conda install -c conda-forge statsmodels
PySpark (π₯44 Β· β 42K) - Apache Spark Python API. Apache-2 
GitHub (π¨βπ» 3.3K Β· π 29K Β· β±οΈ 30.10.2025):
git clone https://github.com/apache/spark
PyPi (π₯ 47M / month Β· π¦ 2.1K Β· β±οΈ 30.10.2025):
pip install pyspark
Conda (π₯ 4.2M Β· β±οΈ 08.09.2025):
conda install -c conda-forge pyspark
LightGBM (π₯42 Β· β 18K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT
GitHub (π¨βπ» 330 Β· π 3.9K Β· π₯ 310K Β· π¦ 56K Β· π 3.6K - 12% open Β· β±οΈ 28.10.2025):
git clone https://github.com/microsoft/LightGBM
PyPi (π₯ 11M / month Β· π¦ 1.6K Β· β±οΈ 15.02.2025):
pip install lightgbm
Conda (π₯ 4.1M Β· β±οΈ 20.10.2025):
conda install -c conda-forge lightgbm
Catboost (π₯42 Β· β 8.6K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2
GitHub (π¨βπ» 1.4K Β· π 1.2K Β· π₯ 460K Β· π¦ 19 Β· π 2.5K - 25% open Β· β±οΈ 30.10.2025):
git clone https://github.com/catboost/catboost
PyPi (π₯ 5.1M / month Β· π¦ 650 Β· β±οΈ 13.04.2025):
pip install catboost
Conda (π₯ 2.2M Β· β±οΈ 09.08.2025):
conda install -c conda-forge catboost
Fastai (π₯41 Β· β 28K) - The fastai deep learning library. Apache-2 
GitHub (π¨βπ» 680 Β· π 7.6K Β· π¦ 23K Β· π 1.9K - 14% open Β· β±οΈ 26.10.2025):
git clone https://github.com/fastai/fastai
PyPi (π₯ 640K / month Β· π¦ 340 Β· β±οΈ 26.10.2025):
pip install fastai
PyFlink (π₯39 Β· β 25K) - Apache Flink Python API. Apache-2
GitHub (π¨βπ» 2.1K Β· π 14K Β· π¦ 21 Β· β±οΈ 30.10.2025):
git clone https://github.com/apache/flink
PyPi (π₯ 450K / month Β· π¦ 38 Β· β±οΈ 28.10.2025):
pip install apache-flink
Flax (π₯38 Β· β 6.9K) - Flax is a neural network library for JAX that is designed for.. Apache-2 
GitHub (π¨βπ» 280 Β· π 740 Β· π₯ 61 Β· π¦ 15K Β· π 1.3K - 33% open Β· β±οΈ 27.10.2025):
git clone https://github.com/google/flax
PyPi (π₯ 2M / month Β· π¦ 740 Β· β±οΈ 25.09.2025):
pip install flax
Conda (π₯ 130K Β· β±οΈ 27.10.2025):
conda install -c conda-forge flax
Ignite (π₯36 Β· β 4.7K) - High-level library to help with training and evaluating neural.. BSD-3 
GitHub (π¨βπ» 1K Β· π 660 Β· π¦ 3.9K Β· π 1.4K - 10% open Β· β±οΈ 16.10.2025):
git clone https://github.com/pytorch/ignite
PyPi (π₯ 170K / month Β· π¦ 120 Β· β±οΈ 30.10.2025):
pip install pytorch-ignite
Conda (π₯ 250K Β· β±οΈ 16.10.2025):
conda install -c pytorch ignite
einops (π₯35 Β· β 9.2K) - Flexible and powerful tensor operations for readable and reliable code.. MIT
GitHub (π¨βπ» 34 Β· π 380 Β· π¦ 82K Β· π 200 - 17% open Β· β±οΈ 12.08.2025):
git clone https://github.com/arogozhnikov/einops
PyPi (π₯ 15M / month Β· π¦ 2.6K Β· β±οΈ 09.02.2025):
pip install einops
Conda (π₯ 470K Β· β±οΈ 22.04.2025):
conda install -c conda-forge einops
ivy (π₯34 Β· β 14K) - Convert Machine Learning Code Between Frameworks. Apache-2
GitHub (π¨βπ» 1.5K Β· π 5.6K Β· π 17K - 5% open Β· β±οΈ 10.10.2025):
git clone https://github.com/unifyai/ivy
PyPi (π₯ 33K / month Β· π¦ 16 Β· β±οΈ 16.06.2025):
pip install ivy
Jina (π₯33 Β· β 22K Β· π€) - Build multimodal AI applications with cloud-native stack. Apache-2
GitHub (π¨βπ» 180 Β· π 2.2K Β· β±οΈ 24.03.2025):
git clone https://github.com/jina-ai/jina
PyPi (π₯ 120K / month Β· π¦ 29 Β· β±οΈ 24.03.2025):
pip install jina
Conda (π₯ 110K Β· β±οΈ 22.04.2025):
conda install -c conda-forge jina-core
Docker Hub (π₯ 1.8M Β· β 9 Β· β±οΈ 24.03.2025):
docker pull jinaai/jina
mlpack (π₯33 Β· β 5.5K) - mlpack: a fast, header-only C++ machine learning library. BSD-3
GitHub (π¨βπ» 340 Β· π 1.7K Β· π 1.7K - 1% open Β· β±οΈ 27.10.2025):
git clone https://github.com/mlpack/mlpack
PyPi (π₯ 4.7K / month Β· π¦ 6 Β· β±οΈ 22.05.2025):
pip install mlpack
Conda (π₯ 410K Β· β±οΈ 22.04.2025):
conda install -c conda-forge mlpack
Thinc (π₯33 Β· β 2.9K Β· π€) - A refreshing functional take on deep learning, compatible with your.. MIT
GitHub (π¨βπ» 67 Β· π 280 Β· π₯ 2K Β· π¦ 70K Β· π 160 - 14% open Β· β±οΈ 07.03.2025):
git clone https://github.com/explosion/thinc
PyPi (π₯ 17M / month Β· π¦ 160 Β· β±οΈ 04.04.2025):
pip install thinc
Conda (π₯ 3.9M Β· β±οΈ 06.07.2025):
conda install -c conda-forge thinc
Ludwig (π₯32 Β· β 12K Β· π€) - Low-code framework for building custom LLMs, neural networks,.. Apache-2 
GitHub (π¨βπ» 160 Β· π 1.2K Β· π¦ 340 Β· π 1.1K - 4% open Β· β±οΈ 17.10.2024):
git clone https://github.com/ludwig-ai/ludwig
PyPi (π₯ 3.8K / month Β· π¦ 6 Β· β±οΈ 30.07.2024):
pip install ludwig
skorch (π₯32 Β· β 6.1K) - A scikit-learn compatible neural network library that wraps.. BSD-3 

GitHub (π¨βπ» 68 Β· π 400 Β· π¦ 1.7K Β· π 540 - 12% open Β· β±οΈ 23.10.2025):
git clone https://github.com/skorch-dev/skorch
PyPi (π₯ 150K / month Β· π¦ 110 Β· β±οΈ 08.08.2025):
pip install skorch
Conda (π₯ 810K Β· β±οΈ 08.08.2025):
conda install -c conda-forge skorch
Sonnet (π₯31 Β· β 9.9K) - TensorFlow-based neural network library. Apache-2 
GitHub (π¨βπ» 61 Β· π 1.3K Β· π¦ 1.5K Β· π 190 - 16% open Β· β±οΈ 04.08.2025):
git clone https://github.com/deepmind/sonnet
PyPi (π₯ 35K / month Β· π¦ 19 Β· β±οΈ 02.01.2024):
pip install dm-sonnet
Conda (π₯ 47K Β· β±οΈ 22.04.2025):
conda install -c conda-forge sonnet
Haiku (π₯31 Β· β 3.1K Β· π) - JAX-based neural network library. Apache-2
GitHub (π¨βπ» 90 Β· π 260 Β· π¦ 2.6K Β· π 250 - 29% open Β· β±οΈ 29.09.2025):
git clone https://github.com/deepmind/dm-haiku
PyPi (π₯ 260K / month Β· π¦ 200 Β· β±οΈ 18.09.2025):
pip install dm-haiku
Conda (π₯ 44K Β· β±οΈ 19.09.2025):
conda install -c conda-forge dm-haiku
tensorflow-upstream (π₯31 Β· β 700) - TensorFlow ROCm port. Apache-2 
GitHub (π¨βπ» 5K Β· π 100 Β· π₯ 31 Β· π 400 - 3% open Β· β±οΈ 29.10.2025):
git clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
PyPi (π₯ 1.7K / month Β· π¦ 9 Β· β±οΈ 10.01.2024):
pip install tensorflow-rocm
Geomstats (π₯30 Β· β 1.4K) - Computations and statistics on manifolds with geometric structures. MIT
GitHub (π¨βπ» 97 Β· π 260 Β· π¦ 150 Β· π 570 - 36% open Β· β±οΈ 06.10.2025):
git clone https://github.com/geomstats/geomstats
PyPi (π₯ 15K / month Β· π¦ 12 Β· β±οΈ 09.09.2024):
pip install geomstats
Conda (π₯ 8.2K Β· β±οΈ 22.04.2025):
conda install -c conda-forge geomstats
pyRiemann (π₯28 Β· β 700) - Machine learning for multivariate data through the Riemannian.. BSD-3 
GitHub (π¨βπ» 38 Β· π 170 Β· π¦ 480 Β· π 110 - 2% open Β· β±οΈ 29.10.2025):
git clone https://github.com/pyRiemann/pyRiemann
PyPi (π₯ 75K / month Β· π¦ 31 Β· β±οΈ 23.07.2025):
pip install pyriemann
Conda (π₯ 16K Β· β±οΈ 23.07.2025):
conda install -c conda-forge pyriemann
NuPIC (π₯27 Β· β 6.4K Β· π€) - Numenta Platform for Intelligent Computing is an implementation of.. MIT
GitHub (π¨βπ» 120 Β· π 1.5K Β· π₯ 26 Β· π¦ 21 Β· π 1.8K - 25% open Β· β±οΈ 03.12.2024):
git clone https://github.com/numenta/nupic
PyPi (π₯ 510 / month Β· β±οΈ 01.09.2016):
pip install nupic
Determined (π₯26 Β· β 3.2K Β· π€) - Determined is an open-source machine learning.. Apache-2 

GitHub (π¨βπ» 120 Β· π 360 Β· π₯ 7.8K Β· π 450 - 22% open Β· β±οΈ 20.03.2025):
git clone https://github.com/determined-ai/determined
PyPi (π₯ 33K / month Β· π¦ 4 Β· β±οΈ 19.03.2025):
pip install determined
Neural Network Libraries (π₯26 Β· β 2.8K) - Neural Network Libraries. Apache-2
GitHub (π¨βπ» 76 Β· π 340 Β· π₯ 1K Β· π 95 - 36% open Β· β±οΈ 29.08.2025):
git clone https://github.com/sony/nnabla
PyPi (π₯ 1.6K / month Β· π¦ 44 Β· β±οΈ 29.05.2024):
pip install nnabla
deepinv (π₯26 Β· β 540) - DeepInverse: a PyTorch library for solving imaging inverse problems.. BSD-3
GitHub (π¨βπ» 53 Β· π 120 Β· π₯ 24 Β· π¦ 23 Β· π 350 - 33% open Β· β±οΈ 29.10.2025):
git clone https://github.com/deepinv/deepinv
PyPi (π₯ 2.4K / month Β· β±οΈ 08.10.2025):
pip install deepinv
Towhee (π₯23 Β· β 3.4K Β· π€) - Towhee is a framework that is dedicated to making neural data.. Apache-2
GitHub (π¨βπ» 38 Β· π 260 Β· π₯ 2.7K Β· π 670 - 0% open Β· β±οΈ 18.10.2024):
git clone https://github.com/towhee-io/towhee
PyPi (π₯ 1.3K / month Β· β±οΈ 04.12.2023):
pip install towhee
fklearn (π₯22 Β· β 1.5K) - fklearn: Functional Machine Learning. Apache-2
GitHub (π¨βπ» 56 Β· π 170 Β· π¦ 16 Β· π 64 - 60% open Β· β±οΈ 23.04.2025):
git clone https://github.com/nubank/fklearn
PyPi (π₯ 750 / month Β· β±οΈ 26.02.2025):
pip install fklearn
Runhouse (π₯21 Β· β 1.1K) - Distribute and run AI workloads magically in Python, like PyTorch.. Apache-2
GitHub (π¨βπ» 16 Β· π 41 Β· π₯ 79 Β· β±οΈ 29.10.2025):
git clone https://github.com/run-house/runhouse
PyPi (π₯ 4.5K / month Β· π¦ 1 Β· β±οΈ 10.03.2025):
pip install runhouse
NeoML (π₯19 Β· β 790) - Machine learning framework for both deep learning and traditional.. Apache-2
GitHub (π¨βπ» 41 Β· π 130 Β· π¦ 2 Β· π 91 - 40% open Β· β±οΈ 28.10.2025):
git clone https://github.com/neoml-lib/neoml
PyPi (π₯ 190 / month Β· β±οΈ 26.12.2023):
pip install neoml
chefboost (π₯19 Β· β 480) - A Lightweight Decision Tree Framework supporting regular algorithms:.. MIT
GitHub (π¨βπ» 7 Β· π 100 Β· π¦ 72 Β· β±οΈ 09.07.2025):
git clone https://github.com/serengil/chefboost
PyPi (π₯ 770 / month Β· β±οΈ 30.10.2024):
pip install chefboost
ThunderGBM (π₯18 Β· β 710 Β· π€) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2
GitHub (π¨βπ» 12 Β· π 88 Β· π¦ 4 Β· π 81 - 48% open Β· β±οΈ 19.03.2025):
git clone https://github.com/Xtra-Computing/thundergbm
PyPi (π₯ 220 / month Β· β±οΈ 19.09.2022):
pip install thundergbm
Show 26 hidden projects...
dlib (π₯40 Β· β 14K) - A toolkit for making real world machine learning and data analysis.. βοΈBSL-1.0
MXNet (π₯38 Β· β 21K Β· π) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
Theano (π₯37 Β· β 10K Β· π) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
MindsDB (π₯33 Β· β 37K) - Federated query engine for AI - The only MCP Server youll ever need. βοΈICU
Vowpal Wabbit (π₯33 Β· β 8.6K Β· π) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
Chainer (π₯33 Β· β 5.9K Β· π) - A flexible framework of neural networks for deep learning. MIT
Turi Create (π₯32 Β· β 11K Β· π) - Turi Create simplifies the development of custom machine.. BSD-3
tensorpack (π₯32 Β· β 6.3K Β· π) - A Neural Net Training Interface on TensorFlow, with.. Apache-2
TFlearn (π₯31 Β· β 9.6K Β· π) - Deep learning library featuring a higher-level API for TensorFlow. MIT
dyNET (π₯31 Β· β 3.4K Β· π) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
CNTK (π₯29 Β· β 18K Β· π) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
Lasagne (π₯28 Β· β 3.9K Β· π) - Lightweight library to build and train neural networks in Theano. MIT
SHOGUN (π₯26 Β· β 3.1K Β· π) - Unified and efficient Machine Learning. BSD-3
ktrain (π₯26 Β· β 1.3K Β· π) - ktrain is a Python library that makes deep learning and AI.. Apache-2
NeuPy (π₯25 Β· β 740 Β· π) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
xLearn (π₯24 Β· β 3.1K Β· π) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
EvaDB (π₯24 Β· β 2.7K Β· π) - Database system for AI-powered apps. Apache-2
neon (π₯22 Β· β 3.9K Β· π) - Intel Nervana reference deep learning framework committed to best.. Apache-2
ThunderSVM (π₯22 Β· β 1.6K Β· π) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
Torchbearer (π₯22 Β· β 640 Β· π) - torchbearer: A model fitting library for PyTorch. MIT
mace (π₯21 Β· β 5K Β· π) - MACE is a deep learning inference framework optimized for mobile.. Apache-2
Neural Tangents (π₯21 Β· β 2.4K Β· π) - Fast and Easy Infinite Neural Networks in Python. Apache-2
Objax (π₯20 Β· β 770 Β· π) - Objax is a machine learning framework that provides an Object.. Apache-2 ![]()
elegy (π₯19 Β· β 480 Β· π) - A High Level API for Deep Learning in JAX. MIT ![]()
StarSpace (π₯16 Β· β 4K Β· π) - Learning embeddings for classification, retrieval and ranking. MIT
nanodl (π₯14 Β· β 300 Β· π) - A Jax-based library for building transformers, includes.. MIT ![]()
Data Visualization
General-purpose and task-specific data visualization libraries.
Matplotlib (π₯49 Β· β 22K) - matplotlib: plotting with Python. βUnlicensed
-
GitHub (π¨βπ» 1.9K Β· π 8.1K Β· π¦ 1.9M Β· π 11K - 14% open Β· β±οΈ 30.10.2025):
git clone https://github.com/matplotlib/matplotlib -
PyPi (π₯ 120M / month Β· π¦ 68K Β· β±οΈ 09.10.2025):
pip install matplotlib -
Conda (π₯ 33M Β· β±οΈ 15.10.2025):
conda install -c conda-forge matplotlib
Plotly (π₯47 Β· β 18K) - The interactive graphing library for Python. MIT
GitHub (π¨βπ» 300 Β· π 2.7K Β· π₯ 550 Β· π¦ 460K Β· π 3.3K - 21% open Β· β±οΈ 28.10.2025):
git clone https://github.com/plotly/plotly.py
PyPi (π₯ 37M / month Β· π¦ 9.7K Β· β±οΈ 02.10.2025):
pip install plotly
Conda (π₯ 12M Β· β±οΈ 03.10.2025):
conda install -c conda-forge plotly
npm (π₯ 2.8K / month Β· π¦ 9 Β· β±οΈ 12.01.2021):
npm install plotlywidget
dash (π₯45 Β· β 24K) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
GitHub (π¨βπ» 190 Β· π 2.2K Β· π₯ 120 Β· π¦ 89K Β· π 2.1K - 27% open Β· β±οΈ 21.10.2025):
git clone https://github.com/plotly/dash
PyPi (π₯ 5.5M / month Β· π¦ 1.9K Β· β±οΈ 22.10.2025):
pip install dash
Conda (π₯ 2.1M Β· β±οΈ 11.08.2025):
conda install -c conda-forge dash
Bokeh (π₯45 Β· β 20K) - Interactive Data Visualization in the browser, from Python. BSD-3
GitHub (π¨βπ» 720 Β· π 4.2K Β· π¦ 100K Β· π 8.1K - 10% open Β· β±οΈ 28.10.2025):
git clone https://github.com/bokeh/bokeh
PyPi (π₯ 5M / month Β· π¦ 2.2K Β· β±οΈ 13.10.2025):
pip install bokeh
Conda (π₯ 18M Β· β±οΈ 30.08.2025):
conda install -c conda-forge bokeh
Seaborn (π₯42 Β· β 14K) - Statistical data visualization in Python. BSD-3
GitHub (π¨βπ» 220 Β· π 2K Β· π₯ 510 Β· π¦ 700K Β· π 2.6K - 6% open Β· β±οΈ 10.07.2025):
git clone https://github.com/mwaskom/seaborn
PyPi (π₯ 31M / month Β· π¦ 11K Β· β±οΈ 25.01.2024):
pip install seaborn
Conda (π₯ 15M Β· β±οΈ 22.04.2025):
conda install -c conda-forge seaborn
Altair (π₯41 Β· β 10K) - Declarative visualization library for Python. BSD-3
GitHub (π¨βπ» 180 Β· π 800 Β· π₯ 280 Β· π¦ 240K Β· π 2.1K - 6% open Β· β±οΈ 27.10.2025):
git clone https://github.com/altair-viz/altair
PyPi (π₯ 37M / month Β· π¦ 920 Β· β±οΈ 23.11.2024):
pip install altair
Conda (π₯ 3M Β· β±οΈ 22.04.2025):
conda install -c conda-forge altair
FiftyOne (π₯39 Β· β 10K) - Visualize, create, and debug image and video datasets.. Apache-2 


GitHub (π¨βπ» 160 Β· π 680 Β· π¦ 1K Β· π 1.8K - 35% open Β· β±οΈ 29.10.2025):
git clone https://github.com/voxel51/fiftyone
PyPi (π₯ 170K / month Β· π¦ 36 Β· β±οΈ 20.10.2025):
pip install fiftyone
Graphviz (π₯39 Β· β 1.8K) - Simple Python interface for Graphviz. MIT
GitHub (π¨βπ» 24 Β· π 220 Β· π¦ 95K Β· π 190 - 6% open Β· β±οΈ 26.10.2025):
git clone https://github.com/xflr6/graphviz
PyPi (π₯ 26M / month Β· π¦ 3.2K Β· β±οΈ 15.06.2025):
pip install graphviz
Conda (π₯ 59K Β· β±οΈ 22.04.2025):
conda install -c anaconda python-graphviz
PyVista (π₯38 Β· β 3.3K) - 3D plotting and mesh analysis through a streamlined interface for.. MIT 
GitHub (π¨βπ» 190 Β· π 590 Β· π₯ 960 Β· π¦ 5.2K Β· π 2K - 35% open Β· β±οΈ 28.10.2025):
git clone https://github.com/pyvista/pyvista
PyPi (π₯ 1M / month Β· π¦ 820 Β· β±οΈ 26.08.2025):
pip install pyvista
Conda (π₯ 810K Β· β±οΈ 10.10.2025):
conda install -c conda-forge pyvista
HoloViews (π₯38 Β· β 2.8K) - With Holoviews, your data visualizes itself. BSD-3 
GitHub (π¨βπ» 150 Β· π 410 Β· π¦ 17K Β· π 3.4K - 31% open Β· β±οΈ 29.10.2025):
git clone https://github.com/holoviz/holoviews
PyPi (π₯ 820K / month Β· π¦ 490 Β· β±οΈ 29.10.2025):
pip install holoviews
Conda (π₯ 2.4M Β· β±οΈ 25.06.2025):
conda install -c conda-forge holoviews
npm (π₯ 380 / month Β· π¦ 7 Β· β±οΈ 20.06.2025):
npm install @pyviz/jupyterlab_pyviz
pyecharts (π₯37 Β· β 16K) - Python Echarts Plotting Library. MIT 
GitHub (π¨βπ» 45 Β· π 2.9K Β· π₯ 75 Β· π¦ 5.5K Β· π 1.9K - 0% open Β· β±οΈ 10.10.2025):
git clone https://github.com/pyecharts/pyecharts
PyPi (π₯ 530K / month Β· π¦ 280 Β· β±οΈ 10.10.2025):
pip install pyecharts
PyQtGraph (π₯37 Β· β 4.2K) - Fast data visualization and GUI tools for scientific / engineering.. MIT
GitHub (π¨βπ» 300 Β· π 1.1K Β· π¦ 13K Β· π 1.4K - 31% open Β· β±οΈ 02.10.2025):
git clone https://github.com/pyqtgraph/pyqtgraph
PyPi (π₯ 560K / month Β· π¦ 1K Β· β±οΈ 29.04.2024):
pip install pyqtgraph
Conda (π₯ 880K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pyqtgraph
pandas-profiling (π₯35 Β· β 13K) - 1 Line of code data quality profiling & exploratory.. MIT 

GitHub (π¨βπ» 140 Β· π 1.7K Β· π₯ 490 Β· π¦ 6.9K Β· π 850 - 30% open Β· β±οΈ 19.09.2025):
git clone https://github.com/ydataai/pandas-profiling
PyPi (π₯ 330K / month Β· π¦ 180 Β· β±οΈ 03.02.2023):
pip install pandas-profiling
Conda (π₯ 590K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pandas-profiling
plotnine (π₯35 Β· β 4.4K) - A Grammar of Graphics for Python. MIT
GitHub (π¨βπ» 110 Β· π 240 Β· π¦ 13K Β· π 750 - 10% open Β· β±οΈ 16.10.2025):
git clone https://github.com/has2k1/plotnine
PyPi (π₯ 2.2M / month Β· π¦ 400 Β· β±οΈ 15.07.2025):
pip install plotnine
Conda (π₯ 560K Β· β±οΈ 15.07.2025):
conda install -c conda-forge plotnine
cartopy (π₯35 Β· β 1.5K) - Cartopy - a cartographic python library with matplotlib support. BSD-3
GitHub (π¨βπ» 140 Β· π 390 Β· π¦ 8.1K Β· π 1.3K - 23% open Β· β±οΈ 30.10.2025):
git clone https://github.com/SciTools/cartopy
PyPi (π₯ 810K / month Β· π¦ 970 Β· β±οΈ 01.08.2025):
pip install cartopy
Conda (π₯ 5.6M Β· β±οΈ 27.10.2025):
conda install -c conda-forge cartopy
VisPy (π₯34 Β· β 3.5K Β· π) - High-performance interactive 2D/3D data visualization library. BSD-3 
GitHub (π¨βπ» 210 Β· π 620 Β· π¦ 2.1K Β· π 1.5K - 25% open Β· β±οΈ 13.10.2025):
git clone https://github.com/vispy/vispy
PyPi (π₯ 190K / month Β· π¦ 200 Β· β±οΈ 19.05.2025):
pip install vispy
Conda (π₯ 980K Β· β±οΈ 30.08.2025):
conda install -c conda-forge vispy
npm (π₯ 12 / month Β· π¦ 3 Β· β±οΈ 15.03.2020):
npm install vispy
datashader (π₯34 Β· β 3.5K) - Quickly and accurately render even the largest data. BSD-3
GitHub (π¨βπ» 63 Β· π 380 Β· π¦ 6.3K Β· π 620 - 24% open Β· β±οΈ 09.10.2025):
git clone https://github.com/holoviz/datashader
PyPi (π₯ 280K / month Β· π¦ 250 Β· β±οΈ 05.08.2025):
pip install datashader
Conda (π₯ 1.6M Β· β±οΈ 05.08.2025):
conda install -c conda-forge datashader
lets-plot (π₯34 Β· β 1.7K) - Multiplatform plotting library based on the Grammar of Graphics. MIT
GitHub (π¨βπ» 21 Β· π 54 Β· π₯ 3.4K Β· π¦ 190 Β· π 740 - 21% open Β· β±οΈ 30.10.2025):
git clone https://github.com/JetBrains/lets-plot
PyPi (π₯ 120K / month Β· π¦ 16 Β· β±οΈ 12.09.2025):
pip install lets-plot
wordcloud (π₯33 Β· β 10K) - A little word cloud generator in Python. MIT
GitHub (π¨βπ» 75 Β· π 2.3K Β· π¦ 21 Β· π 560 - 24% open Β· β±οΈ 31.08.2025):
git clone https://github.com/amueller/word_cloud
PyPi (π₯ 2M / month Β· π¦ 550 Β· β±οΈ 10.11.2024):
pip install wordcloud
Conda (π₯ 790K Β· β±οΈ 03.09.2025):
conda install -c conda-forge wordcloud
Perspective (π₯33 Β· β 9.5K) - A data visualization and analytics component, especially.. Apache-2 
GitHub (π¨βπ» 100 Β· π 1.2K Β· π₯ 12K Β· π¦ 190 Β· π 890 - 12% open Β· β±οΈ 29.10.2025):
git clone https://github.com/finos/perspective
PyPi (π₯ 17K / month Β· π¦ 31 Β· β±οΈ 28.10.2025):
pip install perspective-python
Conda (π₯ 2.4M Β· β±οΈ 28.10.2025):
conda install -c conda-forge perspective
npm (π₯ 600 / month Β· π¦ 6 Β· β±οΈ 03.09.2025):
npm install @finos/perspective-jupyterlab
UMAP (π₯33 Β· β 8K) - Uniform Manifold Approximation and Projection. BSD-3
GitHub (π¨βπ» 140 Β· π 850 Β· π¦ 1 Β· π 860 - 59% open Β· β±οΈ 26.10.2025):
git clone https://github.com/lmcinnes/umap
PyPi (π₯ 2.7M / month Β· π¦ 1.3K Β· β±οΈ 03.07.2025):
pip install umap-learn
Conda (π₯ 3.2M Β· β±οΈ 03.07.2025):
conda install -c conda-forge umap-learn
hvPlot (π₯32 Β· β 1.3K) - A high-level plotting API for pandas, dask, xarray, and networkx built.. BSD-3
GitHub (π¨βπ» 52 Β· π 110 Β· π¦ 7.3K Β· π 940 - 41% open Β· β±οΈ 24.10.2025):
git clone https://github.com/holoviz/hvplot
PyPi (π₯ 310K / month Β· π¦ 270 Β· β±οΈ 29.08.2025):
pip install hvplot
Conda (π₯ 860K Β· β±οΈ 04.09.2025):
conda install -c conda-forge hvplot
mpld3 (π₯31 Β· β 2.4K Β· π) - An interactive data visualization tool which brings matplotlib.. BSD-3
GitHub (π¨βπ» 54 Β· π 360 Β· π¦ 7.6K Β· π 370 - 59% open Β· β±οΈ 27.07.2025):
git clone https://github.com/mpld3/mpld3
PyPi (π₯ 440K / month Β· π¦ 160 Β· β±οΈ 27.07.2025):
pip install mpld3
Conda (π₯ 280K Β· β±οΈ 28.07.2025):
conda install -c conda-forge mpld3
npm (π₯ 900 / month Β· π¦ 11 Β· β±οΈ 27.07.2025):
npm install mpld3
bqplot (π₯30 Β· β 3.7K) - Plotting library for IPython/Jupyter notebooks. Apache-2 
GitHub (π¨βπ» 66 Β· π 480 Β· π¦ 62 Β· π 650 - 42% open Β· β±οΈ 25.08.2025):
git clone https://github.com/bqplot/bqplot
PyPi (π₯ 230K / month Β· π¦ 110 Β· β±οΈ 21.05.2025):
pip install bqplot
Conda (π₯ 1.9M Β· β±οΈ 02.09.2025):
conda install -c conda-forge bqplot
npm (π₯ 3K / month Β· π¦ 21 Β· β±οΈ 03.09.2025):
npm install bqplot
D-Tale (π₯29 Β· β 5K) - Visualizer for pandas data structures. βοΈLGPL-2.1 

GitHub (π¨βπ» 31 Β· π 430 Β· π¦ 1.5K Β· π 610 - 10% open Β· β±οΈ 30.07.2025):
git clone https://github.com/man-group/dtale
PyPi (π₯ 31K / month Β· π¦ 53 Β· β±οΈ 30.07.2025):
pip install dtale
Conda (π₯ 480K Β· β±οΈ 30.07.2025):
conda install -c conda-forge dtale
openTSNE (π₯29 Β· β 1.6K Β· π) - Extensible, parallel implementations of t-SNE. BSD-3
GitHub (π¨βπ» 14 Β· π 170 Β· π¦ 1.1K Β· π 150 - 2% open Β· β±οΈ 27.10.2025):
git clone https://github.com/pavlin-policar/openTSNE
PyPi (π₯ 58K / month Β· π¦ 69 Β· β±οΈ 27.10.2025):
pip install opentsne
Conda (π₯ 500K Β· β±οΈ 27.10.2025):
conda install -c conda-forge opentsne
Plotly-Resampler (π₯27 Β· β 1.2K) - Visualize large time series data with plotly.py. MIT
GitHub (π¨βπ» 14 Β· π 74 Β· π¦ 2K Β· π 190 - 32% open Β· β±οΈ 03.09.2025):
git clone https://github.com/predict-idlab/plotly-resampler
PyPi (π₯ 370K / month Β· π¦ 38 Β· β±οΈ 29.08.2025):
pip install plotly-resampler
Conda (π₯ 140K Β· β±οΈ 09.10.2025):
conda install -c conda-forge plotly-resampler
HyperTools (π₯26 Β· β 1.9K) - A Python toolbox for gaining geometric insights into high-dimensional.. MIT
GitHub (π¨βπ» 23 Β· π 160 Β· π₯ 73 Β· π¦ 510 Β· π 200 - 34% open Β· β±οΈ 10.07.2025):
git clone https://github.com/ContextLab/hypertools
PyPi (π₯ 1.1K / month Β· π¦ 2 Β· β±οΈ 09.07.2025):
pip install hypertools
data-validation (π₯25 Β· β 780) - Library for exploring and validating machine learning.. Apache-2 

GitHub (π¨βπ» 30 Β· π 180 Β· π₯ 1K Β· π 190 - 20% open Β· β±οΈ 23.06.2025):
git clone https://github.com/tensorflow/data-validation
PyPi (π₯ 150K / month Β· π¦ 32 Β· β±οΈ 09.06.2025):
pip install tensorflow-data-validation
Chartify (π₯24 Β· β 3.6K Β· π€) - Python library that makes it easy for data scientists to create.. Apache-2
GitHub (π¨βπ» 27 Β· π 340 Β· π¦ 83 Β· π 86 - 62% open Β· β±οΈ 16.10.2024):
git clone https://github.com/spotify/chartify
PyPi (π₯ 1.2K / month Β· π¦ 9 Β· β±οΈ 16.10.2024):
pip install chartify
Conda (π₯ 40K Β· β±οΈ 22.04.2025):
conda install -c conda-forge chartify
Popmon (π₯22 Β· β 510) - Monitor the stability of a Pandas or Spark dataframe. MIT 

GitHub (π¨βπ» 19 Β· π 36 Β· π₯ 280 Β· π¦ 22 Β· π 57 - 28% open Β· β±οΈ 04.09.2025):
git clone https://github.com/ing-bank/popmon
PyPi (π₯ 3.4K / month Β· π¦ 4 Β· β±οΈ 04.09.2025):
pip install popmon
vega (π₯22 Β· β 390 Β· π€) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3 
GitHub (π¨βπ» 15 Β· π 65 Β· π¦ 4 Β· π 110 - 14% open Β· β±οΈ 01.01.2025):
git clone https://github.com/vega/ipyvega
PyPi (π₯ 26K / month Β· π¦ 17 Β· β±οΈ 25.09.2024):
pip install vega
Conda (π₯ 940K Β· β±οΈ 04.10.2025):
conda install -c conda-forge vega
vegafusion (π₯21 Β· β 390) - Serverside scaling for Vega and Altair visualizations. BSD-3
GitHub (π¨βπ» 6 Β· π 26 Β· π₯ 6.6K Β· π 150 - 36% open Β· β±οΈ 29.09.2025):
git clone https://github.com/vegafusion/vegafusion
PyPi (π₯ 770 / month Β· π¦ 2 Β· β±οΈ 09.05.2024):
pip install vegafusion-jupyter
Conda (π₯ 520K Β· β±οΈ 27.10.2025):
conda install -c conda-forge vegafusion-python-embed
npm (π₯ 1.9K / month Β· π¦ 3 Β· β±οΈ 09.05.2024):
npm install vegafusion-jupyter
Show 22 hidden projects...
missingno (π₯30 Β· β 4.2K Β· π) - Missing data visualization module for Python. MIT
Facets Overview (π₯28 Β· β 7.4K Β· π) - Visualizations for machine learning datasets. Apache-2
Cufflinks (π₯28 Β· β 3.1K Β· π) - Productivity Tools for Plotly + Pandas. MIT
pythreejs (π₯27 Β· β 980 Β· π) - A Jupyter - Three.js bridge. BSD-3
Sweetviz (π₯26 Β· β 3.1K Β· π) - Visualize and compare datasets, target values and associations, with.. MIT
AutoViz (π₯26 Β· β 1.9K Β· π) - Automatically Visualize any dataset, any size with a single line.. Apache-2
ridgeplot (π₯26 Β· β 240) - Beautiful ridgeline plots in Python. MIT
PandasGUI (π₯24 Β· β 3.3K) - A GUI for Pandas DataFrames. βοΈMIT-0
HiPlot (π₯24 Β· β 2.8K Β· π) - HiPlot makes understanding high dimensional data easy. MIT
python-ternary (π₯24 Β· β 770 Β· π) - Ternary plotting library for python with matplotlib. MIT
Multicore-TSNE (π₯23 Β· β 1.9K Β· π) - Parallel t-SNE implementation with Python and Torch.. BSD-3
Pandas-Bokeh (π₯22 Β· β 890 Β· π) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
pivottablejs (π₯21 Β· β 710 Β· π) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
joypy (π₯21 Β· β 600 Β· π) - Joyplots in Python with matplotlib & pandas. MIT
PyWaffle (π₯21 Β· β 600 Β· π) - Make Waffle Charts in Python. MIT
PDPbox (π₯20 Β· β 860 Β· π) - python partial dependence plot toolbox. MIT
animatplot (π₯18 Β· β 410 Β· π) - A python package for animating plots build on matplotlib. MIT
ivis (π₯18 Β· β 340 Β· π) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
pdvega (π₯16 Β· β 340 Β· π) - Interactive plotting for Pandas using Vega-Lite. MIT
nx-altair (π₯16 Β· β 230 Β· π) - Draw interactive NetworkX graphs with Altair. MIT
data-describe (π₯15 Β· β 300 Β· π) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
nptsne (π₯11 Β· β 33 Β· π) - nptsne is a numpy compatible python binary package that offers a.. Apache-2
Text Data & NLP
Libraries for processing, cleaning, manipulating, and analyzing text data as well as libraries for NLP tasks such as language detection, fuzzy matching, classification, seq2seq learning, conversational AI, keyword extraction, and translation.
transformers (π₯54 Β· β 150K) - Transformers: the model-definition framework for.. Apache-2 

-
GitHub (π¨βπ» 3.6K Β· π 31K Β· π¦ 400K Β· π 19K - 11% open Β· β±οΈ 30.10.2025):
git clone https://github.com/huggingface/transformers -
PyPi (π₯ 93M / month Β· π¦ 11K Β· β±οΈ 14.10.2025):
pip install transformers -
Conda (π₯ 3.3M Β· β±οΈ 14.10.2025):
conda install -c conda-forge transformers
nltk (π₯47 Β· β 14K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
GitHub (π¨βπ» 480 Β· π 3K Β· π¦ 410K Β· π 1.9K - 14% open Β· β±οΈ 22.10.2025):
git clone https://github.com/nltk/nltk
PyPi (π₯ 42M / month Β· π¦ 6.3K Β· β±οΈ 01.10.2025):
pip install nltk
Conda (π₯ 3.4M Β· β±οΈ 01.10.2025):
conda install -c conda-forge nltk
litellm (π₯45 Β· β 30K Β· π) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
GitHub (π¨βπ» 960 Β· π 4.5K Β· π₯ 800 Β· π¦ 17K Β· π 7.8K - 17% open Β· β±οΈ 30.10.2025):
git clone https://github.com/BerriAI/litellm
PyPi (π₯ 34M / month Β· π¦ 1.9K Β· β±οΈ 29.10.2025):
pip install litellm
spaCy (π₯43 Β· β 33K Β· π) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
GitHub (π¨βπ» 780 Β· π 4.5K Β· π₯ 4.9K Β· π¦ 140K Β· π 5.8K - 3% open Β· β±οΈ 28.10.2025):
git clone https://github.com/explosion/spaCy
PyPi (π₯ 17M / month Β· π¦ 3.2K Β· β±οΈ 23.05.2025):
pip install spacy
Conda (π₯ 6.5M Β· β±οΈ 06.07.2025):
conda install -c conda-forge spacy
sentence-transformers (π₯42 Β· β 18K) - State-of-the-Art Text Embeddings. Apache-2 
GitHub (π¨βπ» 240 Β· π 2.7K Β· π¦ 120K Β· π 2.5K - 51% open Β· β±οΈ 22.10.2025):
git clone https://github.com/UKPLab/sentence-transformers
PyPi (π₯ 17M / month Β· π¦ 3.7K Β· β±οΈ 22.10.2025):
pip install sentence-transformers
Conda (π₯ 1M Β· β±οΈ 22.10.2025):
conda install -c conda-forge sentence-transformers
gensim (π₯42 Β· β 16K) - Topic Modelling for Humans. βοΈLGPL-2.1
GitHub (π¨βπ» 460 Β· π 4.4K Β· π₯ 6.4K Β· π¦ 78K Β· π 1.9K - 21% open Β· β±οΈ 16.10.2025):
git clone https://github.com/RaRe-Technologies/gensim
PyPi (π₯ 5.2M / month Β· π¦ 1.6K Β· β±οΈ 18.10.2025):
pip install gensim
Conda (π₯ 1.8M Β· β±οΈ 22.04.2025):
conda install -c conda-forge gensim
sentencepiece (π₯42 Β· β 11K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
GitHub (π¨βπ» 100 Β· π 1.3K Β· π₯ 110K Β· π¦ 120K Β· π 800 - 3% open Β· β±οΈ 04.10.2025):
git clone https://github.com/google/sentencepiece
PyPi (π₯ 31M / month Β· π¦ 2.4K Β· β±οΈ 12.08.2025):
pip install sentencepiece
Conda (π₯ 1.7M Β· β±οΈ 22.09.2025):
conda install -c conda-forge sentencepiece
Tokenizers (π₯40 Β· β 10K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
GitHub (π¨βπ» 130 Β· π 970 Β· π₯ 86 Β· π¦ 180K Β· π 1.1K - 9% open Β· β±οΈ 16.10.2025):
git clone https://github.com/huggingface/tokenizers
PyPi (π₯ 81M / month Β· π¦ 1.7K Β· β±οΈ 19.09.2025):
pip install tokenizers
Conda (π₯ 3.6M Β· β±οΈ 19.09.2025):
conda install -c conda-forge tokenizers
NeMo (π₯38 Β· β 16K) - A scalable generative AI framework built for researchers and.. Apache-2 
GitHub (π¨βπ» 460 Β· π 3.2K Β· π₯ 520K Β· π¦ 21 Β· π 2.8K - 4% open Β· β±οΈ 29.10.2025):
git clone https://github.com/NVIDIA/NeMo
PyPi (π₯ 810K / month Β· π¦ 18 Β· β±οΈ 27.10.2025):
pip install nemo-toolkit
haystack (π₯37 Β· β 23K) - AI orchestration framework to build customizable, production-ready.. Apache-2
GitHub (π¨βπ» 310 Β· π 2.5K Β· π¦ 1.3K Β· π 4.1K - 2% open Β· β±οΈ 30.10.2025):
git clone https://github.com/deepset-ai/haystack
PyPi (π₯ 7.4K / month Β· π¦ 5 Β· β±οΈ 15.12.2021):
pip install haystack
Opik (π₯37 Β· β 15K) - Debug, evaluate, and monitor your LLM applications, RAG systems, and.. Apache-2
GitHub (π¨βπ» 81 Β· π 1.1K Β· π¦ 17 Β· π 540 - 29% open Β· β±οΈ 30.10.2025):
git clone https://github.com/comet-ml/opik
PyPi (π₯ 850K / month Β· π¦ 34 Β· β±οΈ 29.10.2025):
pip install opik
ChatterBot (π₯37 Β· β 14K) - ChatterBot is a machine learning, conversational dialog engine for.. BSD-3
GitHub (π¨βπ» 110 Β· π 4.5K Β· π¦ 6.5K Β· π 1.7K - 6% open Β· β±οΈ 25.10.2025):
git clone https://github.com/gunthercox/ChatterBot
PyPi (π₯ 20K / month Β· π¦ 19 Β· β±οΈ 16.10.2025):
pip install chatterbot
flair (π₯37 Β· β 14K) - A very simple framework for state-of-the-art Natural Language Processing.. MIT 
GitHub (π¨βπ» 280 Β· π 2.1K Β· π¦ 4.1K Β· π 2.4K - 1% open Β· β±οΈ 12.06.2025):
git clone https://github.com/flairNLP/flair
PyPi (π₯ 180K / month Β· π¦ 160 Β· β±οΈ 05.02.2025):
pip install flair
Conda (π₯ 49K Β· β±οΈ 22.04.2025):
conda install -c conda-forge python-flair
TextBlob (π₯37 Β· β 9.5K) - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech.. MIT
GitHub (π¨βπ» 37 Β· π 1.2K Β· π₯ 140 Β· π¦ 60K Β· π 280 - 25% open Β· β±οΈ 18.10.2025):
git clone https://github.com/sloria/TextBlob
PyPi (π₯ 1.5M / month Β· π¦ 400 Β· β±οΈ 13.01.2025):
pip install textblob
Conda (π₯ 340K Β· β±οΈ 22.04.2025):
conda install -c conda-forge textblob
fairseq (π₯36 Β· β 32K) - Facebook AI Research Sequence-to-Sequence Toolkit written in Python. MIT 
GitHub (π¨βπ» 430 Β· π 6.6K Β· π₯ 440 Β· π¦ 4.4K Β· π 4.4K - 30% open Β· β±οΈ 30.09.2025):
git clone https://github.com/facebookresearch/fairseq
PyPi (π₯ 77K / month Β· π¦ 120 Β· β±οΈ 27.06.2022):
pip install fairseq
Conda (π₯ 170K Β· β±οΈ 02.10.2025):
conda install -c conda-forge fairseq
stanza (π₯36 Β· β 7.6K) - Stanford NLP Python library for tokenization, sentence segmentation,.. Apache-2
GitHub (π¨βπ» 72 Β· π 920 Β· π¦ 4.1K Β· π 950 - 10% open Β· β±οΈ 05.10.2025):
git clone https://github.com/stanfordnlp/stanza
PyPi (π₯ 770K / month Β· π¦ 240 Β· β±οΈ 05.10.2025):
pip install stanza
Conda (π₯ 9K Β· β±οΈ 25.03.2025):
conda install -c stanfordnlp stanza
qdrant (π₯35 Β· β 27K) - Qdrant - High-performance, massive-scale Vector Database and Vector.. Apache-2
GitHub (π¨βπ» 140 Β· π 1.9K Β· π₯ 500K Β· π¦ 120 Β· π 1.6K - 22% open Β· β±οΈ 30.09.2025):
git clone https://github.com/qdrant/qdrant
spark-nlp (π₯35 Β· β 4.1K) - State of the Art Natural Language Processing. Apache-2 
GitHub (π¨βπ» 120 Β· π 730 Β· π¦ 620 Β· π 910 - 2% open Β· β±οΈ 22.10.2025):
git clone https://github.com/JohnSnowLabs/spark-nlp
PyPi (π₯ 1M / month Β· π¦ 39 Β· β±οΈ 22.10.2025):
pip install spark-nlp
Rasa (π₯34 Β· β 21K) - Open source machine learning framework to automate text- and voice-.. Apache-2 
GitHub (π¨βπ» 600 Β· π 4.9K Β· π 6.8K - 2% open Β· β±οΈ 26.08.2025):
git clone https://github.com/RasaHQ/rasa
PyPi (π₯ 110K / month Β· π¦ 60 Β· β±οΈ 14.01.2025):
pip install rasa
TensorFlow Text (π₯34 Β· β 1.3K) - Making text a first-class citizen in TensorFlow. Apache-2 
GitHub (π¨βπ» 190 Β· π 360 Β· π¦ 10K Β· π 370 - 53% open Β· β±οΈ 18.08.2025):
git clone https://github.com/tensorflow/text
PyPi (π₯ 6.8M / month Β· π¦ 230 Β· β±οΈ 04.04.2025):
pip install tensorflow-text
snowballstemmer (π₯34 Β· β 810) - Snowball compiler and stemming algorithms. BSD-3
GitHub (π¨βπ» 41 Β· π 190 Β· π¦ 11 Β· π 120 - 17% open Β· β±οΈ 28.10.2025):
git clone https://github.com/snowballstem/snowball
PyPi (π₯ 24M / month Β· π¦ 550 Β· β±οΈ 09.05.2025):
pip install snowballstemmer
Conda (π₯ 11M Β· β±οΈ 20.05.2025):
conda install -c conda-forge snowballstemmer
torchtext (π₯32 Β· β 3.6K) - Models, data loaders and abstractions for language processing,.. BSD-3 
GitHub (π¨βπ» 160 Β· π 810 Β· π 850 - 38% open Β· β±οΈ 10.09.2025):
git clone https://github.com/pytorch/text
PyPi (π₯ 730K / month Β· π¦ 280 Β· β±οΈ 24.04.2024):
pip install torchtext
jellyfish (π₯32 Β· β 2.2K) - a python library for doing approximate and phonetic matching of strings. MIT
GitHub (π¨βπ» 37 Β· π 160 Β· π¦ 15K Β· β±οΈ 11.10.2025):
git clone https://github.com/jamesturk/jellyfish
PyPi (π₯ 8.6M / month Β· π¦ 320 Β· β±οΈ 11.10.2025):
pip install jellyfish
Conda (π₯ 1.7M Β· β±οΈ 22.04.2025):
conda install -c conda-forge jellyfish
DeepPavlov (π₯31 Β· β 6.9K Β· π€) - An open source library for deep learning end-to-end.. Apache-2 
GitHub (π¨βπ» 78 Β· π 1.2K Β· π¦ 440 Β· π 640 - 4% open Β· β±οΈ 26.11.2024):
git clone https://github.com/deepmipt/DeepPavlov
PyPi (π₯ 11K / month Β· π¦ 4 Β· β±οΈ 12.08.2024):
pip install deeppavlov
ftfy (π₯31 Β· β 4K Β· π€) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
GitHub (π¨βπ» 22 Β· π 120 Β· π₯ 100 Β· π¦ 33K Β· π 150 - 7% open Β· β±οΈ 30.10.2024):
git clone https://github.com/rspeer/python-ftfy
PyPi (π₯ 11M / month Β· π¦ 570 Β· β±οΈ 26.10.2024):
pip install ftfy
Conda (π₯ 380K Β· β±οΈ 22.04.2025):
conda install -c conda-forge ftfy
SciSpacy (π₯31 Β· β 1.9K) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2
GitHub (π¨βπ» 38 Β· π 240 Β· π¦ 1.3K Β· π 330 - 11% open Β· β±οΈ 01.10.2025):
git clone https://github.com/allenai/scispacy
PyPi (π₯ 42K / month Β· π¦ 50 Β· β±οΈ 01.10.2025):
pip install scispacy
CLTK (π₯31 Β· β 870 Β· π) - The Classical Language Toolkit. MIT
GitHub (π¨βπ» 120 Β· π 340 Β· π₯ 160 Β· π¦ 300 Β· π 580 - 0% open Β· β±οΈ 21.10.2025):
git clone https://github.com/cltk/cltk
PyPi (π₯ 14K / month Β· π¦ 17 Β· β±οΈ 21.10.2025):
pip install cltk
english-words (π₯29 Β· β 12K Β· π€) - A text file containing 479k English words for all your.. Unlicense
GitHub (π¨βπ» 34 Β· π 2K Β· π¦ 2 Β· π 170 - 75% open Β· β±οΈ 06.01.2025):
git clone https://github.com/dwyl/english-words
PyPi (π₯ 78K / month Β· π¦ 15 Β· β±οΈ 14.08.2025):
pip install english-words
rubrix (π₯29 Β· β 4.7K) - Argilla is a collaboration tool for AI engineers and domain experts.. Apache-2
GitHub (π¨βπ» 110 Β· π 460 Β· π¦ 3.1K Β· π 2.2K - 0% open Β· β±οΈ 05.08.2025):
git clone https://github.com/recognai/rubrix
PyPi (π₯ 1.2K / month Β· β±οΈ 24.10.2022):
pip install rubrix
Conda (π₯ 52K Β· β±οΈ 22.04.2025):
conda install -c conda-forge rubrix
Dedupe (π₯29 Β· β 4.4K Β· π) - A python library for accurate and scalable fuzzy matching, record.. MIT
GitHub (π¨βπ» 72 Β· π 560 Β· π¦ 370 Β· π 820 - 9% open Β· β±οΈ 29.07.2025):
git clone https://github.com/dedupeio/dedupe
PyPi (π₯ 59K / month Β· π¦ 19 Β· β±οΈ 15.08.2024):
pip install dedupe
Conda (π₯ 130K Β· β±οΈ 22.04.2025):
conda install -c conda-forge dedupe
TextDistance (π₯28 Β· β 3.5K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
GitHub (π¨βπ» 18 Β· π 260 Β· π₯ 1.1K Β· π¦ 8.8K Β· β±οΈ 18.04.2025):
git clone https://github.com/life4/textdistance
PyPi (π₯ 1.3M / month Β· π¦ 99 Β· β±οΈ 16.07.2024):
pip install textdistance
Conda (π₯ 970K Β· β±οΈ 22.04.2025):
conda install -c conda-forge textdistance
spacy-transformers (π₯28 Β· β 1.4K) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy
GitHub (π¨βπ» 23 Β· π 170 Β· π₯ 610 Β· π¦ 2.4K Β· β±οΈ 26.05.2025):
git clone https://github.com/explosion/spacy-transformers
PyPi (π₯ 270K / month Β· π¦ 110 Β· β±οΈ 26.05.2025):
pip install spacy-transformers
Conda (π₯ 140K Β· β±οΈ 22.04.2025):
conda install -c conda-forge spacy-transformers
detoxify (π₯26 Β· β 1.1K) - Trained models & code to predict toxic comments on all 3 Jigsaw.. Apache-2
GitHub (π¨βπ» 14 Β· π 130 Β· π₯ 1.9M Β· π¦ 980 Β· π 67 - 55% open Β· β±οΈ 29.07.2025):
git clone https://github.com/unitaryai/detoxify
PyPi (π₯ 140K / month Β· π¦ 30 Β· β±οΈ 01.02.2024):
pip install detoxify
scattertext (π₯25 Β· β 2.3K) - Beautiful visualizations of how language differs among document.. Apache-2
GitHub (π¨βπ» 14 Β· π 290 Β· π¦ 670 Β· π 100 - 22% open Β· β±οΈ 29.04.2025):
git clone https://github.com/JasonKessler/scattertext
PyPi (π₯ 7.5K / month Β· π¦ 5 Β· β±οΈ 23.09.2024):
pip install scattertext
Conda (π₯ 140K Β· β±οΈ 22.04.2025):
conda install -c conda-forge scattertext
T5 (π₯24 Β· β 6.4K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2 
GitHub (π¨βπ» 61 Β· π 780 Β· π 450 - 23% open Β· β±οΈ 28.04.2025):
git clone https://github.com/google-research/text-to-text-transfer-transformer
PyPi (π₯ 83K / month Β· π¦ 2 Β· β±οΈ 18.10.2021):
pip install t5
DeepKE (π₯24 Β· β 4.2K) - [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and.. MIT 
GitHub (π¨βπ» 34 Β· π 730 Β· π¦ 25 Β· β±οΈ 19.07.2025):
git clone https://github.com/zjunlp/deepke
PyPi (π₯ 950 / month Β· β±οΈ 21.09.2023):
pip install deepke
sense2vec (π₯24 Β· β 1.7K) - Contextually-keyed word vectors. MIT
GitHub (π¨βπ» 20 Β· π 240 Β· π₯ 73K Β· π¦ 470 Β· π 120 - 20% open Β· β±οΈ 23.04.2025):
git clone https://github.com/explosion/sense2vec
PyPi (π₯ 3.4K / month Β· π¦ 13 Β· β±οΈ 19.04.2021):
pip install sense2vec
Conda (π₯ 67K Β· β±οΈ 22.04.2025):
conda install -c conda-forge sense2vec
finetune (π₯23 Β· β 720) - Scikit-learn style model finetuning for NLP. MPL-2.0 

GitHub (π¨βπ» 24 Β· π 79 Β· π¦ 16 Β· π 190 - 39% open Β· β±οΈ 21.10.2025):
git clone https://github.com/IndicoDataSolutions/finetune
PyPi (π₯ 2.7K / month Β· π¦ 2 Β· β±οΈ 29.09.2023):
pip install finetune
happy-transformer (π₯23 Β· β 540 Β· π€) - Happy Transformer makes it easy to fine-tune and.. Apache-2 huggingface
GitHub (π¨βπ» 14 Β· π 69 Β· π¦ 330 Β· π 130 - 16% open Β· β±οΈ 22.03.2025):
git clone https://github.com/EricFillion/happy-transformer
PyPi (π₯ 2.7K / month Β· π¦ 5 Β· β±οΈ 05.08.2023):
pip install happytransformer
Sockeye (π₯21 Β· β 1.2K Β· π€) - Sequence-to-sequence framework with a focus on Neural.. Apache-2 
GitHub (π¨βπ» 60 Β· π 320 Β· π₯ 21 Β· π 310 - 3% open Β· β±οΈ 24.10.2024):
git clone https://github.com/awslabs/sockeye
PyPi (π₯ 580 / month Β· β±οΈ 03.03.2023):
pip install sockeye
UForm (π₯21 Β· β 1.2K) - Pocket-Sized Multimodal AI for content understanding and.. Apache-2 
GitHub (π¨βπ» 21 Β· π 76 Β· π₯ 710 Β· π¦ 36 Β· π 39 - 38% open Β· β±οΈ 03.09.2025):
git clone https://github.com/unum-cloud/uform
PyPi (π₯ 490 / month Β· π¦ 2 Β· β±οΈ 03.09.2025):
pip install uform
small-text (π₯20 Β· β 630) - Active Learning for Text Classification in Python. MIT 

GitHub (π¨βπ» 10 Β· π 76 Β· π¦ 34 Β· π 74 - 28% open Β· β±οΈ 28.10.2025):
git clone https://github.com/webis-de/small-text
PyPi (π₯ 390 / month Β· β±οΈ 17.08.2025):
pip install small-text
Conda (π₯ 19K Β· β±οΈ 17.08.2025):
conda install -c conda-forge small-text
textaugment (π₯19 Β· β 430) - TextAugment: Text Augmentation Library. MIT
GitHub (π¨βπ» 10 Β· π 60 Β· π₯ 140 Β· π¦ 180 Β· π 29 - 37% open Β· β±οΈ 09.09.2025):
git clone https://github.com/dsfsi/textaugment
PyPi (π₯ 4.2K / month Β· π¦ 4 Β· β±οΈ 16.11.2023):
pip install textaugment
VizSeq (π₯15 Β· β 450) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT
GitHub (π¨βπ» 4 Β· π 61 Β· π¦ 13 Β· π 16 - 43% open Β· β±οΈ 24.06.2025):
git clone https://github.com/facebookresearch/vizseq
PyPi (π₯ 120 / month Β· β±οΈ 07.08.2020):
pip install vizseq
Show 59 hidden projects...
AllenNLP (π₯36 Β· β 12K Β· π) - An open-source NLP research library, built on PyTorch. Apache-2
fastText (π₯34 Β· β 26K Β· π) - Library for fast text representation and classification. MIT
OpenNMT (π₯33 Β· β 7K Β· π) - Open Source Neural Machine Translation and (Large) Language Models.. MIT
ParlAI (π₯32 Β· β 11K Β· π) - A framework for training and evaluating AI models on a variety of.. MIT
fuzzywuzzy (π₯31 Β· β 9.3K Β· π) - Fuzzy String Matching in Python. βοΈGPL-2.0
Sumy (π₯30 Β· β 3.6K Β· π) - Module for automatic summarization of text documents and HTML pages. Apache-2
underthesea (π₯30 Β· β 1.6K) - Underthesea - Vietnamese NLP Toolkit. βοΈGPL-3.0
nlpaug (π₯29 Β· β 4.6K Β· π) - Data augmentation for NLP. MIT
vaderSentiment (π₯28 Β· β 4.9K Β· π) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary.. MIT
textacy (π₯28 Β· β 2.2K Β· π) - NLP, before and after spaCy. βUnlicensed
PyTextRank (π₯28 Β· β 2.2K Β· π) - Python implementation of TextRank algorithms (textgraphs) for.. MIT
Ciphey (π₯27 Β· β 20K Β· π) - Automatically decrypt encryptions without knowing the key or cipher,.. MIT
fastNLP (π₯27 Β· β 3.1K Β· π) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
polyglot (π₯27 Β· β 2.3K Β· π) - Multilingual text (NLP) processing toolkit. βοΈGPL-3.0
flashtext (π₯26 Β· β 5.7K Β· π) - Extract Keywords from sentence or Replace keywords in sentences. MIT
langid (π₯26 Β· β 2.4K Β· π) - Stand-alone language identification system. BSD-3
pySBD (π₯26 Β· β 880 Β· π) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT
neuralcoref (π₯25 Β· β 2.9K Β· π) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
GluonNLP (π₯25 Β· β 2.6K Β· π) - Toolkit that enables easy text preprocessing, datasets.. Apache-2
pytorch-nlp (π₯25 Β· β 2.2K Β· π) - Basic Utilities for PyTorch Natural Language Processing.. BSD-3
whoosh (π₯25 Β· β 640 Β· π) - Pure-Python full-text search library. βοΈBSD-1-Clause
PyText (π₯24 Β· β 6.3K Β· π) - A natural language modeling framework based on PyTorch. BSD-3
textgenrnn (π₯24 Β· β 4.9K Β· π) - Easily train your own text-generating neural network of any.. MIT
OpenPrompt (π₯24 Β· β 4.7K Β· π) - An Open-Source Framework for Prompt-Learning. Apache-2
Snips NLU (π₯24 Β· β 3.9K Β· π) - Snips Python library to extract meaning from text. Apache-2
MatchZoo (π₯24 Β· β 3.9K Β· π) - Facilitating the design, comparison and sharing of deep.. Apache-2
promptsource (π₯24 Β· β 3K Β· π) - Toolkit for creating, sharing and using natural language.. Apache-2
YouTokenToMe (π₯24 Β· β 970 Β· π) - Unsupervised text tokenizer focused on computational efficiency. MIT
Kashgari (π₯23 Β· β 2.4K Β· π) - Kashgari is a production-level NLP Transfer learning.. Apache-2
FARM (π₯23 Β· β 1.8K Β· π) - Fast & easy transfer learning for NLP. Harvesting language.. Apache-2
gpt-2-simple (π₯22 Β· β 3.4K Β· π) - Python package to easily retrain OpenAIs GPT-2 text-.. MIT
Texar (π₯22 Β· β 2.4K Β· π) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2
jiant (π₯22 Β· β 1.7K Β· π) - jiant is an nlp toolkit. MIT
stop-words (π₯22 Β· β 160) - Get list of common stop words in various languages in Python. BSD-3
NLP Architect (π₯21 Β· β 2.9K Β· π) - A model library for exploring state-of-the-art deep.. Apache-2
Texthero (π₯21 Β· β 2.9K Β· π) - Text preprocessing, representation and visualization from zero to.. MIT
anaGo (π₯21 Β· β 1.5K Β· π) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
lightseq (π₯20 Β· β 3.3K Β· π) - LightSeq: A High Performance Library for Sequence Processing.. Apache-2
fast-bert (π₯20 Β· β 1.9K Β· π) - Super easy library for BERT based NLP models. Apache-2
DELTA (π₯20 Β· β 1.6K Β· π) - DELTA is a deep learning based natural language and speech.. Apache-2
textpipe (π₯20 Β· β 300 Β· π) - Textpipe: clean and extract metadata from text. MIT
numerizer (π₯19 Β· β 230 Β· π) - A Python module to convert natural language numerics into ints and.. MIT
pyfasttext (π₯19 Β· β 230 Β· π) - Yet another Python binding for fastText. βοΈGPL-3.0
DeepMatcher (π₯18 Β· β 5.2K Β· π) - Python package for performing Entity and Text Matching using.. BSD-3
nboost (π₯18 Β· β 670 Β· π) - NBoost is a scalable, search-api-boosting platform for deploying.. Apache-2
fastT5 (π₯18 Β· β 590 Β· π) - boost inference speed of T5 models by 5x & reduce the model size.. Apache-2
Camphr (π₯18 Β· β 340 Β· π) - Camphr - NLP libary for creating pipeline components. Apache-2 spacy
NeuroNER (π₯17 Β· β 1.7K Β· π) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
OpenNRE (π₯16 Β· β 4.4K Β· π) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
BLINK (π₯15 Β· β 1.2K Β· π) - Entity Linker solution. MIT
TextBox (π₯15 Β· β 1.1K Β· π) - TextBox 2.0 is a text generation library with pre-trained language.. MIT
Translate (π₯15 Β· β 830 Β· π) - Translate - a PyTorch Language Library. BSD-3
skift (π₯15 Β· β 240 Β· π) - scikit-learn wrappers for Python fastText. MIT
ONNX-T5 (π₯14 Β· β 260 Β· π) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2
NeuralQA (π₯14 Β· β 230 Β· π) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. MIT
TransferNLP (π₯13 Β· β 290 Β· π) - NLP library designed for reproducible experimentation.. MIT
Headliner (π₯13 Β· β 230 Β· π) - Easy training and deployment of seq2seq models. MIT
textvec (π₯12 Β· β 200 Β· π) - Text vectorization tool to outperform TFIDF for classification.. MIT
spacy-dbpedia-spotlight (π₯12 Β· β 110 Β· π) - A spaCy wrapper for DBpedia Spotlight. MIT spacy
Image Data
Libraries for image & video processing, manipulation, and augmentation as well as libraries for computer vision tasks such as facial recognition, object detection, and classification.
PyTorch Image Models (π₯42 Β· β 36K) - The largest collection of PyTorch image encoders /.. Apache-2 
GitHub (π¨βπ» 180 Β· π 5.1K Β· π₯ 8.4M Β· π¦ 62K Β· π 1K - 4% open Β· β±οΈ 30.10.2025):
git clone https://github.com/rwightman/pytorch-image-models
PyPi (π₯ 11M / month Β· π¦ 1.5K Β· β±οΈ 24.10.2025):
pip install timm
Conda (π₯ 470K Β· β±οΈ 24.10.2025):
conda install -c conda-forge timm
torchvision (π₯42 Β· β 17K) - Datasets, Transforms and Models specific to Computer Vision. BSD-3 
GitHub (π¨βπ» 660 Β· π 7.2K Β· π₯ 41K Β· π¦ 21 Β· π 3.8K - 30% open Β· β±οΈ 27.10.2025):
git clone https://github.com/pytorch/vision
PyPi (π₯ 26M / month Β· π¦ 8.4K Β· β±οΈ 15.10.2025):
pip install torchvision
Conda (π₯ 3.1M Β· β±οΈ 23.10.2025):
conda install -c conda-forge torchvision
MoviePy (π₯42 Β· β 14K) - Video editing with Python. MIT
GitHub (π¨βπ» 190 Β· π 1.9K Β· π¦ 67K Β· π 1.7K - 3% open Β· β±οΈ 25.09.2025):
git clone https://github.com/Zulko/moviepy
PyPi (π₯ 4.3M / month Β· π¦ 1.2K Β· β±οΈ 21.05.2025):
pip install moviepy
Conda (π₯ 360K Β· β±οΈ 22.04.2025):
conda install -c conda-forge moviepy
Kornia (π₯39 Β· β 11K) - Geometric Computer Vision Library for Spatial AI. Apache-2 
GitHub (π¨βπ» 300 Β· π 1.1K Β· π₯ 2.2K Β· π¦ 17K Β· π 1K - 32% open Β· β±οΈ 30.10.2025):
git clone https://github.com/kornia/kornia
PyPi (π₯ 3M / month Β· π¦ 340 Β· β±οΈ 08.05.2025):
pip install kornia
Conda (π₯ 260K Β· β±οΈ 08.05.2025):
conda install -c conda-forge kornia
imageio (π₯39 Β· β 1.7K) - Python library for reading and writing image data. BSD-2
GitHub (π¨βπ» 130 Β· π 330 Β· π₯ 1.9K Β· π¦ 180K Β· π 620 - 16% open Β· β±οΈ 24.10.2025):
git clone https://github.com/imageio/imageio
PyPi (π₯ 36M / month Β· π¦ 2.6K Β· β±οΈ 20.01.2025):
pip install imageio
Conda (π₯ 8.5M Β· β±οΈ 22.04.2025):
conda install -c conda-forge imageio
deepface (π₯38 Β· β 21K Β· π) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
GitHub (π¨βπ» 96 Β· π 2.8K Β· π¦ 8.4K Β· π 1.2K - 0% open Β· β±οΈ 21.10.2025):
git clone https://github.com/serengil/deepface
PyPi (π₯ 280K / month Β· π¦ 78 Β· β±οΈ 05.08.2025):
pip install deepface
InsightFace (π₯37 Β· β 27K) - State-of-the-art 2D and 3D Face Analysis Project. MIT 
GitHub (π¨βπ» 67 Β· π 5.7K Β· π₯ 11M Β· π¦ 4.8K Β· π 2.6K - 46% open Β· β±οΈ 27.09.2025):
git clone https://github.com/deepinsight/insightface
PyPi (π₯ 350K / month Β· π¦ 30 Β· β±οΈ 17.12.2022):
pip install insightface
Albumentations (π₯36 Β· β 15K) - Fast and flexible image augmentation library. Paper about.. MIT 
GitHub (π¨βπ» 170 Β· π 1.7K Β· π 1.5K - 14% open Β· β±οΈ 25.06.2025):
git clone https://github.com/albumentations-team/albumentations
PyPi (π₯ 4.6M / month Β· π¦ 730 Β· β±οΈ 27.05.2025):
pip install albumentations
Conda (π₯ 340K Β· β±οΈ 28.05.2025):
conda install -c conda-forge albumentations
opencv-python (π₯36 Β· β 5.1K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
GitHub (π¨βπ» 56 Β· π 950 Β· π¦ 610K Β· π 890 - 19% open Β· β±οΈ 30.07.2025):
git clone https://github.com/opencv/opencv-python
PyPi (π₯ 29M / month Β· π¦ 15K Β· β±οΈ 07.07.2025):
pip install opencv-python
detectron2 (π₯34 Β· β 34K) - Detectron2 is a platform for object detection, segmentation.. Apache-2 
GitHub (π¨βπ» 280 Β· π 7.5K Β· π¦ 2.6K Β· π 3.6K - 14% open Β· β±οΈ 27.10.2025):
git clone https://github.com/facebookresearch/detectron2
PyPi (π¦ 13 Β· β±οΈ 06.02.2020):
pip install detectron2
Conda (π₯ 820K Β· β±οΈ 02.06.2025):
conda install -c conda-forge detectron2
Wand (π₯34 Β· β 1.5K) - The ctypes-based simple ImageMagick binding for Python. MIT
GitHub (π¨βπ» 110 Β· π 200 Β· π₯ 52K Β· π¦ 21K Β· π 440 - 5% open Β· β±οΈ 06.10.2025):
git clone https://github.com/emcconville/wand
PyPi (π₯ 2.2M / month Β· π¦ 260 Β· β±οΈ 03.11.2023):
pip install wand
Conda (π₯ 180K Β· β±οΈ 22.04.2025):
conda install -c conda-forge wand
ImageHash (π₯32 Β· β 3.7K) - A Python Perceptual Image Hashing Module. BSD-2
GitHub (π¨βπ» 29 Β· π 340 Β· π¦ 18K Β· π 150 - 15% open Β· β±οΈ 17.04.2025):
git clone https://github.com/JohannesBuchner/imagehash
PyPi (π₯ 5.6M / month Β· π¦ 270 Β· β±οΈ 01.02.2025):
pip install ImageHash
Conda (π₯ 500K Β· β±οΈ 22.04.2025):
conda install -c conda-forge imagehash
vit-pytorch (π₯31 Β· β 24K) - Implementation of Vision Transformer, a simple way to achieve.. MIT 
GitHub (π¨βπ» 24 Β· π 3.4K Β· π¦ 21 Β· π 290 - 49% open Β· β±οΈ 28.10.2025):
git clone https://github.com/lucidrains/vit-pytorch
PyPi (π₯ 31K / month Β· π¦ 28 Β· β±οΈ 27.10.2025):
pip install vit-pytorch
PaddleSeg (π₯31 Β· β 9.2K) - Easy-to-use image segmentation library with awesome pre-.. Apache-2 
GitHub (π¨βπ» 130 Β· π 1.7K Β· π¦ 1.5K Β· π 2.2K - 0% open Β· β±οΈ 10.10.2025):
git clone https://github.com/PaddlePaddle/PaddleSeg
PyPi (π₯ 3.8K / month Β· π¦ 7 Β· β±οΈ 30.11.2022):
pip install paddleseg
sahi (π₯31 Β· β 4.9K) - Framework agnostic sliced/tiled inference + interactive ui + error analysis.. MIT
GitHub (π¨βπ» 69 Β· π 700 Β· π₯ 43K Β· π¦ 1.9K Β· β±οΈ 28.10.2025):
git clone https://github.com/obss/sahi
PyPi (π₯ 140K / month Β· π¦ 43 Β· β±οΈ 28.09.2025):
pip install sahi
Conda (π₯ 120K Β· β±οΈ 29.09.2025):
conda install -c conda-forge sahi
lightly (π₯31 Β· β 3.6K) - A python library for self-supervised learning on images. MIT 
GitHub (π¨βπ» 72 Β· π 310 Β· π¦ 510 Β· π 610 - 12% open Β· β±οΈ 25.09.2025):
git clone https://github.com/lightly-ai/lightly
PyPi (π₯ 190K / month Β· π¦ 20 Β· β±οΈ 22.07.2025):
pip install lightly
doctr (π₯29 Β· β 5.6K) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2 

GitHub (π¨βπ» 68 Β· π 580 Β· π₯ 6.5M Β· π 440 - 6% open Β· β±οΈ 07.09.2025):
git clone https://github.com/mindee/doctr
PyPi (π₯ 2M / month Β· π¦ 18 Β· β±οΈ 09.07.2025):
pip install python-doctr
PaddleDetection (π₯28 Β· β 14K) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2 
GitHub (π¨βπ» 190 Β· π 3K Β· π 5.7K - 17% open Β· β±οΈ 10.10.2025):
git clone https://github.com/PaddlePaddle/PaddleDetection
PyPi (π₯ 2.2K / month Β· π¦ 2 Β· β±οΈ 19.09.2022):
pip install paddledet
mtcnn (π₯27 Β· β 2.4K Β· π€) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT 
GitHub (π¨βπ» 15 Β· π 530 Β· π₯ 76 Β· π¦ 9.2K Β· π 130 - 37% open Β· β±οΈ 08.10.2024):
git clone https://github.com/ipazc/mtcnn
PyPi (π₯ 210K / month Β· π¦ 73 Β· β±οΈ 08.10.2024):
pip install mtcnn
Conda (π₯ 16K Β· β±οΈ 22.04.2025):
conda install -c conda-forge mtcnn
CellProfiler (π₯27 Β· β 1.1K) - An open-source application for biological image analysis. BSD-3
GitHub (π¨βπ» 150 Β· π 410 Β· π₯ 24K Β· π¦ 28 Β· π 3.4K - 10% open Β· β±οΈ 24.09.2025):
git clone https://github.com/CellProfiler/CellProfiler
PyPi (π₯ 1.6K / month Β· π¦ 2 Β· β±οΈ 16.09.2024):
pip install cellprofiler
mahotas (π₯27 Β· β 880) - Computer Vision in Python. MIT
GitHub (π¨βπ» 35 Β· π 150 Β· π¦ 1.6K Β· π 92 - 21% open Β· β±οΈ 05.08.2025):
git clone https://github.com/luispedro/mahotas
PyPi (π₯ 42K / month Β· π¦ 63 Β· β±οΈ 17.07.2024):
pip install mahotas
Conda (π₯ 790K Β· β±οΈ 21.10.2025):
conda install -c conda-forge mahotas
Image Deduplicator (π₯26 Β· β 5.5K) - Finding duplicate images made easy!. Apache-2 
GitHub (π¨βπ» 19 Β· π 460 Β· π₯ 29 Β· π¦ 200 Β· π 140 - 25% open Β· β±οΈ 15.08.2025):
git clone https://github.com/idealo/imagededup
PyPi (π₯ 69K / month Β· π¦ 29 Β· β±οΈ 15.08.2025):
pip install imagededup
tensorflow-graphics (π₯26 Β· β 2.8K Β· π€) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2 
GitHub (π¨βπ» 39 Β· π 370 Β· π 240 - 60% open Β· β±οΈ 03.02.2025):
git clone https://github.com/tensorflow/graphics
PyPi (π₯ 61K / month Β· π¦ 11 Β· β±οΈ 03.12.2021):
pip install tensorflow-graphics
Norfair (π₯26 Β· β 2.5K) - Lightweight Python library for adding real-time multi-object tracking.. BSD-3
GitHub (π¨βπ» 32 Β· π 260 Β· π₯ 360 Β· π¦ 340 Β· π 180 - 16% open Β· β±οΈ 30.04.2025):
git clone https://github.com/tryolabs/norfair
PyPi (π₯ 44K / month Β· π¦ 9 Β· β±οΈ 30.04.2025):
pip install norfair
pyvips (π₯26 Β· β 740) - python binding for libvips using cffi. MIT
GitHub (π¨βπ» 17 Β· π 53 Β· π¦ 1.2K Β· π 670 - 29% open Β· β±οΈ 04.09.2025):
git clone https://github.com/libvips/pyvips
PyPi (π₯ 190K / month Β· π¦ 94 Β· β±οΈ 28.04.2025):
pip install pyvips
Conda (π₯ 260K Β· β±οΈ 04.09.2025):
conda install -c conda-forge pyvips
pytorchvideo (π₯25 Β· β 3.5K) - A deep learning library for video understanding research. Apache-2 
GitHub (π¨βπ» 59 Β· π 420 Β· π 210 - 50% open Β· β±οΈ 27.10.2025):
git clone https://github.com/facebookresearch/pytorchvideo
PyPi (π₯ 53K / month Β· π¦ 24 Β· β±οΈ 20.01.2022):
pip install pytorchvideo
MMF (π₯24 Β· β 5.6K) - A modular framework for vision & language multimodal research from.. BSD-3 
GitHub (π¨βπ» 120 Β· π 920 Β· π¦ 23 Β· π 690 - 21% open Β· β±οΈ 24.04.2025):
git clone https://github.com/facebookresearch/mmf
PyPi (π₯ 190 / month Β· π¦ 1 Β· β±οΈ 12.06.2020):
pip install mmf
kubric (π₯22 Β· β 2.6K) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
GitHub (π¨βπ» 32 Β· π 250 Β· π¦ 7 Β· π 200 - 35% open Β· β±οΈ 06.05.2025):
git clone https://github.com/google-research/kubric
PyPi (π₯ 6.6K / month Β· β±οΈ 27.12.2023):
pip install kubric-nightly
icevision (π₯22 Β· β 870 Β· π€) - An Agnostic Computer Vision Framework - Pluggable to any.. Apache-2
GitHub (π¨βπ» 41 Β· π 130 Β· π 570 - 10% open Β· β±οΈ 31.10.2024):
git clone https://github.com/airctic/icevision
PyPi (π₯ 2.3K / month Β· π¦ 6 Β· β±οΈ 10.02.2022):
pip install icevision
PySlowFast (π₯21 Β· β 7.2K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2 
GitHub (π¨βπ» 35 Β· π 1.2K Β· π¦ 23 Β· π 720 - 59% open Β· β±οΈ 27.10.2025):
git clone https://github.com/facebookresearch/SlowFast
PyPi (π₯ 22 / month Β· β±οΈ 15.01.2020):
pip install pyslowfast
Image Super-Resolution (π₯21 Β· β 4.8K Β· π€) - Super-scale your images and run experiments with.. Apache-2 
GitHub (π¨βπ» 11 Β· π 760 Β· π 220 - 48% open Β· β±οΈ 18.12.2024):
git clone https://github.com/idealo/image-super-resolution
PyPi (π₯ 3.9K / month Β· π¦ 5 Β· β±οΈ 08.01.2020):
pip install ISR
Docker Hub (π₯ 290 Β· β 1 Β· β±οΈ 01.04.2019):
docker pull idealo/image-super-resolution-gpu
Caer (π₯21 Β· β 800) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
GitHub (π¨βπ» 8 Β· π 110 Β· π₯ 48 Β· β±οΈ 11.08.2025):
git clone https://github.com/jasmcaus/caer
PyPi (π₯ 3.8K / month Β· π¦ 3 Β· β±οΈ 11.08.2025):
pip install caer
scenic (π₯16 Β· β 3.7K) - Scenic: A Jax Library for Computer Vision Research and Beyond. Apache-2 
GitHub (π¨βπ» 95 Β· π 460 Β· π 400 - 70% open Β· β±οΈ 06.08.2025):
git clone https://github.com/google-research/scenic
Show 30 hidden projects...
scikit-image (π₯41 Β· β 6.4K Β· π) - Image processing in Python. βUnlicensed
glfw (π₯38 Β· β 14K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. βοΈZlib
MMDetection (π₯37 Β· β 32K Β· π) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
imgaug (π₯36 Β· β 15K Β· π) - Image augmentation for machine learning experiments. MIT
Face Recognition (π₯35 Β· β 56K Β· π) - The worlds simplest facial recognition api for Python.. MIT
imutils (π₯31 Β· β 4.6K Β· π) - A series of convenience functions to make basic image processing.. MIT
PyTorch3D (π₯30 Β· β 9.6K) - PyTorch3D is FAIRs library of reusable components for.. βUnlicensed
imageai (π₯30 Β· β 8.8K Β· π) - A python library built to empower developers to build applications.. MIT
Face Alignment (π₯28 Β· β 7.4K Β· π) - 2D and 3D Face alignment library build using pytorch. BSD-3
GluonCV (π₯27 Β· β 5.9K Β· π) - Gluon CV Toolkit. Apache-2
Augmentor (π₯27 Β· β 5.1K Β· π) - Image augmentation library in Python for machine learning. MIT
vidgear (π₯27 Β· β 3.6K Β· π) - A High-performance cross-platform Video Processing Python.. Apache-2
chainercv (π₯27 Β· β 1.5K Β· π) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
facenet-pytorch (π₯26 Β· β 5K Β· π) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
Pillow-SIMD (π₯25 Β· β 2.2K Β· π) - The friendly PIL fork. βοΈPIL
layout-parser (π₯24 Β· β 5.6K Β· π) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
segmentation_models (π₯24 Β· β 4.9K Β· π) - Segmentation models with pretrained backbones. Keras.. MIT
ffcv (π₯23 Β· β 3K Β· π) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2
Classy Vision (π₯23 Β· β 1.6K Β· π) - An end-to-end PyTorch framework for image and video.. MIT
deep-daze (π₯22 Β· β 4.3K Β· π) - Simple command line tool for text to image generation using.. MIT
vissl (π₯22 Β· β 3.3K Β· π) - VISSL is FAIRs library of extensible, modular and scalable.. MIT
Luminoth (π₯22 Β· β 2.4K Β· π) - Deep Learning toolkit for Computer Vision. BSD-3
detecto (π₯21 Β· β 620 Β· π) - Build fully-functioning computer vision models with PyTorch. MIT
DEβ«ΆTR (π₯20 Β· β 15K Β· π) - End-to-End Object Detection with Transformers. Apache-2
image-match (π₯20 Β· β 3K Β· π) - Quickly search over billions of images. Apache-2
solt (π₯19 Β· β 260) - Streaming over lightweight data transformations. MIT
pycls (π₯18 Β· β 2.2K Β· π) - Codebase for Image Classification Research, written in PyTorch. MIT
Torch Points 3D (π₯17 Β· β 260 Β· π) - Pytorch framework for doing deep learning on point.. BSD-3
nude.py (π₯16 Β· β 920 Β· π) - Nudity detection with Python. MIT
HugsVision (π₯14 Β· β 200 Β· π) - HugsVision is a easy to use huggingface wrapper for state-of-.. MIT huggingface
Graph Data
Libraries for graph processing, clustering, embedding, and machine learning tasks.
networkx (π₯46 Β· β 16K) - Network Analysis in Python. BSD-3
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GitHub (π¨βπ» 790 Β· π 3.4K Β· π₯ 110 Β· π¦ 430K Β· π 3.5K - 10% open Β· β±οΈ 29.10.2025):
git clone https://github.com/networkx/networkx -
PyPi (π₯ 130M / month Β· π¦ 12K Β· β±οΈ 29.05.2025):
pip install networkx -
Conda (π₯ 26M Β· β±οΈ 04.06.2025):
conda install -c conda-forge networkx
PyTorch Geometric (π₯41 Β· β 23K) - Graph Neural Network Library for PyTorch. MIT 
GitHub (π¨βπ» 560 Β· π 3.9K Β· π¦ 11K Β· π 4K - 30% open Β· β±οΈ 29.10.2025):
git clone https://github.com/pyg-team/pytorch_geometric
PyPi (π₯ 940K / month Β· π¦ 730 Β· β±οΈ 15.10.2025):
pip install torch-geometric
Conda (π₯ 190K Β· β±οΈ 16.10.2025):
conda install -c conda-forge pytorch_geometric
dgl (π₯36 Β· β 14K) - Python package built to ease deep learning on graph, on top of existing DL.. Apache-2
GitHub (π¨βπ» 300 Β· π 3K Β· π¦ 4.1K Β· π 3K - 20% open Β· β±οΈ 31.07.2025):
git clone https://github.com/dmlc/dgl
PyPi (π₯ 150K / month Β· π¦ 150 Β· β±οΈ 13.05.2024):
pip install dgl
pygraphistry (π₯29 Β· β 2.4K) - PyGraphistry is a Python library to quickly load, shape,.. BSD-3 
GitHub (π¨βπ» 48 Β· π 220 Β· π 420 - 51% open Β· β±οΈ 30.10.2025):
git clone https://github.com/graphistry/pygraphistry
PyPi (π₯ 8.5K / month Β· π¦ 9 Β· β±οΈ 21.10.2025):
pip install graphistry
ogb (π₯29 Β· β 2K) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT
GitHub (π¨βπ» 32 Β· π 400 Β· π¦ 2.6K Β· π 310 - 11% open Β· β±οΈ 06.05.2025):
git clone https://github.com/snap-stanford/ogb
PyPi (π₯ 100K / month Β· π¦ 73 Β· β±οΈ 07.04.2023):
pip install ogb
Conda (π₯ 63K Β· β±οΈ 22.04.2025):
conda install -c conda-forge ogb
PyKEEN (π₯28 Β· β 1.9K) - A Python library for learning and evaluating knowledge graph embeddings. MIT
GitHub (π¨βπ» 43 Β· π 210 Β· π₯ 240 Β· π¦ 350 Β· π 590 - 20% open Β· β±οΈ 18.07.2025):
git clone https://github.com/pykeen/pykeen
PyPi (π₯ 31K / month Β· π¦ 28 Β· β±οΈ 24.04.2025):
pip install pykeen
pytorch_geometric_temporal (π₯27 Β· β 2.9K) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT 
GitHub (π¨βπ» 39 Β· π 400 Β· π 210 - 18% open Β· β±οΈ 18.09.2025):
git clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
PyPi (π₯ 6.7K / month Β· π¦ 12 Β· β±οΈ 16.07.2025):
pip install torch-geometric-temporal
torch-cluster (π₯24 Β· β 900) - PyTorch Extension Library of Optimized Graph Cluster.. MIT 
GitHub (π¨βπ» 40 Β· π 150 Β· π 190 - 16% open Β· β±οΈ 12.08.2025):
git clone https://github.com/rusty1s/pytorch_cluster
PyPi (π₯ 34K / month Β· π¦ 62 Β· β±οΈ 12.10.2023):
pip install torch-cluster
Conda (π₯ 440K Β· β±οΈ 22.09.2025):
conda install -c conda-forge pytorch_cluster
Show 28 hidden projects...
igraph (π₯34 Β· β 1.4K) - Python interface for igraph. βοΈGPL-2.0
Spektral (π₯28 Β· β 2.4K Β· π) - Graph Neural Networks with Keras and Tensorflow 2. MIT
StellarGraph (π₯27 Β· β 3K Β· π) - StellarGraph - Machine Learning on Graphs. Apache-2
pygal (π₯26 Β· β 2.7K Β· π) - PYthon svg GrAph plotting Library. βοΈLGPL-3.0
Paddle Graph Learning (π₯26 Β· β 1.6K Β· π) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2
AmpliGraph (π₯25 Β· β 2.2K Β· π) - Python library for Representation Learning on Knowledge.. Apache-2
Node2Vec (π₯25 Β· β 1.3K Β· π) - Implementation of the node2vec algorithm. MIT
Karate Club (π₯24 Β· β 2.3K Β· π) - Karate Club: An API Oriented Open-source Python Framework.. βοΈGPL-3.0
graph-nets (π₯22 Β· β 5.4K Β· π) - Build Graph Nets in Tensorflow. Apache-2
PyTorch-BigGraph (π₯21 Β· β 3.4K Β· π) - Generate embeddings from large-scale graph-structured.. BSD-3
graph4nlp (π₯21 Β· β 1.7K Β· π) - Graph4nlp is the library for the easy use of Graph.. Apache-2
jraph (π₯21 Β· β 1.5K Β· π) - A Graph Neural Network Library in Jax. Apache-2 ![]()
DeepWalk (π₯20 Β· β 2.7K Β· π) - DeepWalk - Deep Learning for Graphs. βοΈGPL-3.0
DIG (π₯20 Β· β 2K Β· π) - A library for graph deep learning research. βοΈGPL-3.0
deepsnap (π₯20 Β· β 560 Β· π) - Python library assists deep learning on graphs. MIT
pyRDF2Vec (π₯20 Β· β 260 Β· π) - Python Implementation and Extension of RDF2Vec. MIT
GraphGym (π₯17 Β· β 1.8K Β· π) - Platform for designing and evaluating Graph Neural Networks (GNN). MIT
Sematch (π₯17 Β· β 440 Β· π) - semantic similarity framework for knowledge graph. Apache-2
DeepGraph (π₯17 Β· β 320) - Analyze Data with Pandas-based Networks. Documentation:. βUnlicensed
AutoGL (π₯16 Β· β 1.1K Β· π) - An autoML framework & toolkit for machine learning on graphs. Apache-2
kglib (π₯16 Β· β 550 Β· π) - TypeDB-ML is the Machine Learning integrations library for TypeDB. Apache-2
ptgnn (π₯16 Β· β 380 Β· π) - A PyTorch Graph Neural Network Library. MIT
Euler (π₯15 Β· β 2.9K Β· π) - A distributed graph deep learning framework. Apache-2
GraphEmbedding (π₯14 Β· β 3.8K Β· π) - Implementation and experiments of graph embedding.. MIT
GraphSAGE (π₯14 Β· β 3.6K Β· π) - Representation learning on large graphs using stochastic.. MIT
OpenNE (π₯14 Β· β 1.7K Β· π) - An Open-Source Package for Network Embedding (NE). MIT
GraphVite (π₯14 Β· β 1.3K Β· π) - GraphVite: A General and High-performance Graph Embedding.. Apache-2
OpenKE (π₯13 Β· β 4K Β· π) - An Open-Source Package for Knowledge Embedding (KE). βUnlicensed
Audio Data
Libraries for audio analysis, manipulation, transformation, and extraction, as well as speech recognition and music generation tasks.
speechbrain (π₯38 Β· β 11K) - A PyTorch-based Speech Toolkit. Apache-2 
espnet (π₯38 Β· β 9.5K) - End-to-End Speech Processing Toolkit. Apache-2
GitHub (π¨βπ» 520 Β· π 2.3K Β· π₯ 84 Β· π¦ 480 Β· π 2.5K - 3% open Β· β±οΈ 30.10.2025):
git clone https://github.com/espnet/espnet
PyPi (π₯ 24K / month Β· π¦ 19 Β· β±οΈ 13.09.2025):
pip install espnet
torchaudio (π₯37 Β· β 2.8K) - Data manipulation and transformation for audio signal.. BSD-2 
GitHub (π¨βπ» 240 Β· π 730 Β· π 1.1K - 31% open Β· β±οΈ 29.10.2025):
git clone https://github.com/pytorch/audio
PyPi (π₯ 15M / month Β· π¦ 2.4K Β· β±οΈ 15.10.2025):
pip install torchaudio
SpeechRecognition (π₯34 Β· β 8.9K) - Speech recognition module for Python, supporting several.. BSD-3
GitHub (π¨βπ» 56 Β· π 2.4K Β· π¦ 21 Β· π 670 - 48% open Β· β±οΈ 28.10.2025):
git clone https://github.com/Uberi/speech_recognition
PyPi (π₯ 2.2M / month Β· π¦ 730 Β· β±οΈ 12.05.2025):
pip install SpeechRecognition
Conda (π₯ 360K Β· β±οΈ 12.05.2025):
conda install -c conda-forge speechrecognition
librosa (π₯34 Β· β 8K) - Python library for audio and music analysis. ISC
GitHub (π¨βπ» 130 Β· π 1K Β· π 1.3K - 5% open Β· β±οΈ 19.05.2025):
git clone https://github.com/librosa/librosa
PyPi (π₯ 5.6M / month Β· π¦ 1.6K Β· β±οΈ 11.03.2025):
pip install librosa
Conda (π₯ 1.1M Β· β±οΈ 22.04.2025):
conda install -c conda-forge librosa
DeepSpeech (π₯33 Β· β 27K Β· π) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0 
GitHub (π¨βπ» 160 Β· π 4.1K Β· π₯ 660K Β· π¦ 540 Β· π 2.1K - 7% open Β· β±οΈ 19.06.2025):
git clone https://github.com/mozilla/DeepSpeech
PyPi (π₯ 5.5K / month Β· π¦ 24 Β· β±οΈ 19.12.2020):
pip install deepspeech
Conda (π₯ 4.2K Β· β±οΈ 22.04.2025):
conda install -c conda-forge deepspeech
audioread (π₯33 Β· β 520 Β· π) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
GitHub (π¨βπ» 27 Β· π 110 Β· π¦ 35K Β· π 98 - 40% open Β· β±οΈ 26.10.2025):
git clone https://github.com/beetbox/audioread
PyPi (π₯ 4.8M / month Β· π¦ 180 Β· β±οΈ 26.10.2025):
pip install audioread
Conda (π₯ 1.2M Β· β±οΈ 02.10.2025):
conda install -c conda-forge audioread
spleeter (π₯32 Β· β 27K) - Deezer source separation library including pretrained models. MIT 
GitHub (π¨βπ» 22 Β· π 3K Β· π₯ 4.4M Β· π¦ 1.1K Β· π 830 - 32% open Β· β±οΈ 02.04.2025):
git clone https://github.com/deezer/spleeter
PyPi (π₯ 26K / month Β· π¦ 18 Β· β±οΈ 03.04.2025):
pip install spleeter
Conda (π₯ 120K Β· β±οΈ 22.04.2025):
conda install -c conda-forge spleeter
audiomentations (π₯32 Β· β 2.2K) - A Python library for audio data augmentation. Useful for.. MIT
GitHub (π¨βπ» 34 Β· π 200 Β· π¦ 840 Β· π 210 - 26% open Β· β±οΈ 26.09.2025):
git clone https://github.com/iver56/audiomentations
PyPi (π₯ 110K / month Β· π¦ 38 Β· β±οΈ 13.09.2025):
pip install audiomentations
Coqui TTS (π₯32 Β· β 1.9K) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0 

GitHub (π¨βπ» 200 Β· π 240 Β· π₯ 3.8K Β· π¦ 760 Β· π 160 - 14% open Β· β±οΈ 16.10.2025):
git clone https://github.com/idiap/coqui-ai-TTS
PyPi (π₯ 94K / month Β· π¦ 34 Β· β±οΈ 25.09.2025):
pip install coqui-tts
Magenta (π₯31 Β· β 20K) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2 
GitHub (π¨βπ» 160 Β· π 3.7K Β· π¦ 600 Β· π 1K - 41% open Β· β±οΈ 08.07.2025):
git clone https://github.com/magenta/magenta
PyPi (π₯ 4.8K / month Β· π¦ 5 Β· β±οΈ 01.08.2022):
pip install magenta
Porcupine (π₯29 Β· β 4.5K) - On-device wake word detection powered by deep learning. Apache-2
GitHub (π¨βπ» 43 Β· π 550 Β· π¦ 51 Β· π 600 - 0% open Β· β±οΈ 17.10.2025):
git clone https://github.com/Picovoice/Porcupine
PyPi (π₯ 25K / month Β· π¦ 38 Β· β±οΈ 05.02.2025):
pip install pvporcupine
pyAudioAnalysis (π₯28 Β· β 6.2K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2
GitHub (π¨βπ» 28 Β· π 1.2K Β· π¦ 670 Β· π 330 - 62% open Β· β±οΈ 04.08.2025):
git clone https://github.com/tyiannak/pyAudioAnalysis
PyPi (π₯ 24K / month Β· π¦ 12 Β· β±οΈ 07.02.2022):
pip install pyAudioAnalysis
python-soundfile (π₯27 Β· β 800) - SoundFile is an audio library based on libsndfile, CFFI, and.. BSD-3
GitHub (π¨βπ» 38 Β· π 120 Β· π₯ 21K Β· π 260 - 46% open Β· β±οΈ 28.04.2025):
git clone https://github.com/bastibe/python-soundfile
PyPi (π₯ 9.5M / month Β· π¦ 1.1K Β· β±οΈ 25.01.2025):
pip install soundfile
conda install -c anaconda pysoundfile
tinytag (π₯27 Β· β 780) - Python library for reading audio file metadata. MIT
GitHub (π¨βπ» 27 Β· π 100 Β· π¦ 1.3K Β· π 120 - 4% open Β· β±οΈ 13.08.2025):
git clone https://github.com/devsnd/tinytag
PyPi (π₯ 120K / month Β· π¦ 130 Β· β±οΈ 13.08.2025):
pip install tinytag
kapre (π₯25 Β· β 930 Β· π) - kapre: Keras Audio Preprocessors. MIT 
GitHub (π¨βπ» 13 Β· π 150 Β· π₯ 33 Β· π¦ 2.5K Β· π 99 - 17% open Β· β±οΈ 26.10.2025):
git clone https://github.com/keunwoochoi/kapre
PyPi (π₯ 3.2K / month Β· π¦ 11 Β· β±οΈ 26.10.2025):
pip install kapre
nnAudio (π₯22 Β· β 1.1K) - Audio processing by using pytorch 1D convolution network. MIT
GitHub (π¨βπ» 16 Β· π 96 Β· π¦ 410 Β· π 65 - 30% open Β· β±οΈ 16.05.2025):
git clone https://github.com/KinWaiCheuk/nnAudio
PyPi (π₯ 59K / month Β· π¦ 4 Β· β±οΈ 13.02.2024):
pip install nnAudio
Julius (π₯21 Β· β 450 Β· π€) - Fast PyTorch based DSP for audio and 1D signals. MIT 
GitHub (π¨βπ» 3 Β· π 26 Β· π 12 - 16% open Β· β±οΈ 17.02.2025):
git clone https://github.com/adefossez/julius
PyPi (π₯ 840K / month Β· π¦ 44 Β· β±οΈ 20.09.2022):
pip install julius
Show 11 hidden projects...
Pydub (π₯36 Β· β 9.6K Β· π) - Manipulate audio with a simple and easy high level interface. MIT
aubio (π₯27 Β· β 3.5K) - a library for audio and music analysis. βοΈGPL-3.0
Essentia (π₯27 Β· β 3.3K) - C++ library for audio and music analysis, description and.. βοΈAGPL-3.0
Madmom (π₯27 Β· β 1.5K Β· π) - Python audio and music signal processing library. BSD-3
TTS (π₯26 Β· β 10K Β· π) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0
python_speech_features (π₯26 Β· β 2.4K Β· π) - This library provides common speech features for ASR.. MIT
DDSP (π₯25 Β· β 3.1K Β· π) - DDSP: Differentiable Digital Signal Processing. Apache-2
Dejavu (π₯23 Β· β 6.7K Β· π) - Audio fingerprinting and recognition in Python. MIT
TimeSide (π₯21 Β· β 390 Β· π€) - scalable audio processing framework and server written in.. βοΈAGPL-3.0
Muda (π₯18 Β· β 240 Β· π) - A library for augmenting annotated audio data. ISC
textlesslib (π₯10 Β· β 550 Β· π) - Library for Textless Spoken Language Processing. MIT
Geospatial Data
Libraries to load, process, analyze, and write geographic data as well as libraries for spatial analysis, map visualization, and geocoding.
pydeck (π₯43 Β· β 14K) - WebGL2 powered visualization framework. MIT 
-
GitHub (π¨βπ» 310 Β· π 2.2K Β· π¦ 9.2K Β· π 3.3K - 13% open Β· β±οΈ 29.10.2025):
git clone https://github.com/visgl/deck.gl -
PyPi (π₯ 16M / month Β· π¦ 160 Β· β±οΈ 21.03.2025):
pip install pydeck -
Conda (π₯ 850K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pydeck -
npm (π₯ 750K / month Β· π¦ 360 Β· β±οΈ 16.10.2025):
npm install deck.gl
folium (π₯40 Β· β 7.3K) - Python Data. Leaflet.js Maps. MIT
GitHub (π¨βπ» 180 Β· π 2.2K Β· π¦ 65K Β· π 1.2K - 6% open Β· β±οΈ 06.10.2025):
git clone https://github.com/python-visualization/folium
PyPi (π₯ 2.8M / month Β· π¦ 1K Β· β±οΈ 16.06.2025):
pip install folium
Conda (π₯ 4.4M Β· β±οΈ 16.06.2025):
conda install -c conda-forge folium
Shapely (π₯40 Β· β 4.3K) - Manipulation and analysis of geometric objects. BSD-3
GitHub (π¨βπ» 170 Β· π 600 Β· π₯ 4K Β· π¦ 110K Β· π 1.3K - 18% open Β· β±οΈ 28.10.2025):
git clone https://github.com/shapely/shapely
PyPi (π₯ 62M / month Β· π¦ 4.7K Β· β±οΈ 24.09.2025):
pip install shapely
Conda (π₯ 14M Β· β±οΈ 28.10.2025):
conda install -c conda-forge shapely
GeoPandas (π₯39 Β· β 4.9K) - Python tools for geographic data. BSD-3 
GitHub (π¨βπ» 250 Β· π 980 Β· π₯ 3.1K Β· π¦ 60K Β· π 1.8K - 24% open Β· β±οΈ 25.10.2025):
git clone https://github.com/geopandas/geopandas
PyPi (π₯ 11M / month Β· π¦ 3.8K Β· β±οΈ 26.06.2025):
pip install geopandas
Conda (π₯ 5.4M Β· β±οΈ 06.10.2025):
conda install -c conda-forge geopandas
Rasterio (π₯37 Β· β 2.4K) - Rasterio reads and writes geospatial raster datasets. BSD-3
GitHub (π¨βπ» 170 Β· π 540 Β· π₯ 1K Β· π¦ 19K Β· π 1.9K - 8% open Β· β±οΈ 26.09.2025):
git clone https://github.com/rasterio/rasterio
PyPi (π₯ 2.8M / month Β· π¦ 1.5K Β· β±οΈ 02.12.2024):
pip install rasterio
Conda (π₯ 5.3M Β· β±οΈ 17.09.2025):
conda install -c conda-forge rasterio
pyproj (π₯37 Β· β 1.2K) - Python interface to PROJ (cartographic projections and coordinate.. MIT
GitHub (π¨βπ» 74 Β· π 230 Β· π¦ 47K Β· π 660 - 6% open Β· β±οΈ 29.10.2025):
git clone https://github.com/pyproj4/pyproj
PyPi (π₯ 14M / month Β· π¦ 2.3K Β· β±οΈ 14.08.2025):
pip install pyproj
Conda (π₯ 12M Β· β±οΈ 15.09.2025):
conda install -c conda-forge pyproj
ArcGIS API (π₯36 Β· β 2.1K) - Documentation and samples for ArcGIS API for Python. Apache-2
GitHub (π¨βπ» 99 Β· π 1.1K Β· π₯ 16K Β· π¦ 1K Β· π 920 - 8% open Β· β±οΈ 28.10.2025):
git clone https://github.com/Esri/arcgis-python-api
PyPi (π₯ 150K / month Β· π¦ 44 Β· β±οΈ 27.10.2025):
pip install arcgis
docker pull esridocker/arcgis-api-python-notebook
Fiona (π₯34 Β· β 1.2K Β· π€) - Fiona reads and writes geographic data files. BSD-3
GitHub (π¨βπ» 78 Β· π 210 Β· π¦ 27K Β· π 820 - 5% open Β· β±οΈ 20.02.2025):
git clone https://github.com/Toblerity/Fiona
PyPi (π₯ 5.6M / month Β· π¦ 380 Β· β±οΈ 16.09.2024):
pip install fiona
Conda (π₯ 7.9M Β· β±οΈ 22.04.2025):
conda install -c conda-forge fiona
ipyleaflet (π₯33 Β· β 1.5K) - A Jupyter - Leaflet.js bridge. MIT 
GitHub (π¨βπ» 94 Β· π 360 Β· π¦ 18K Β· π 660 - 44% open Β· β±οΈ 19.06.2025):
git clone https://github.com/jupyter-widgets/ipyleaflet
PyPi (π₯ 230K / month Β· π¦ 340 Β· β±οΈ 13.06.2025):
pip install ipyleaflet
Conda (π₯ 1.8M Β· β±οΈ 13.06.2025):
conda install -c conda-forge ipyleaflet
npm (π₯ 2.7K / month Β· π¦ 9 Β· β±οΈ 13.06.2025):
npm install jupyter-leaflet
geojson (π₯31 Β· β 970 Β· π€) - Python bindings and utilities for GeoJSON. BSD-3
GitHub (π¨βπ» 58 Β· π 120 Β· π¦ 21K Β· π 100 - 26% open Β· β±οΈ 21.12.2024):
git clone https://github.com/jazzband/geojson
PyPi (π₯ 3.6M / month Β· π¦ 720 Β· β±οΈ 21.12.2024):
pip install geojson
Conda (π₯ 1.1M Β· β±οΈ 22.04.2025):
conda install -c conda-forge geojson
PySAL (π₯30 Β· β 1.4K) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
GitHub (π¨βπ» 79 Β· π 310 Β· π¦ 1.8K Β· π 660 - 3% open Β· β±οΈ 08.09.2025):
git clone https://github.com/pysal/pysal
PyPi (π₯ 42K / month Β· π¦ 65 Β· β±οΈ 31.07.2025):
pip install pysal
Conda (π₯ 730K Β· β±οΈ 01.08.2025):
conda install -c conda-forge pysal
GeoViews (π₯28 Β· β 620) - Simple, concise geographical visualization in Python. BSD-3
GitHub (π¨βπ» 34 Β· π 79 Β· π¦ 5 Β· π 360 - 31% open Β· β±οΈ 29.10.2025):
git clone https://github.com/holoviz/geoviews
PyPi (π₯ 69K / month Β· π¦ 76 Β· β±οΈ 14.08.2025):
pip install geoviews
Conda (π₯ 340K Β· β±οΈ 14.08.2025):
conda install -c conda-forge geoviews
EarthPy (π₯28 Β· β 530) - A package built to support working with spatial data using open source.. BSD-3
GitHub (π¨βπ» 44 Β· π 160 Β· π₯ 75 Β· π¦ 440 Β· π 250 - 16% open Β· β±οΈ 31.07.2025):
git clone https://github.com/earthlab/earthpy
PyPi (π₯ 14K / month Β· π¦ 17 Β· β±οΈ 01.10.2021):
pip install earthpy
Conda (π₯ 98K Β· β±οΈ 22.04.2025):
conda install -c conda-forge earthpy
pymap3d (π₯25 Β· β 430) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef.. BSD-2
GitHub (π¨βπ» 19 Β· π 87 Β· π¦ 540 Β· π 59 - 8% open Β· β±οΈ 08.07.2025):
git clone https://github.com/geospace-code/pymap3d
PyPi (π₯ 490K / month Β· π¦ 50 Β· β±οΈ 08.07.2025):
pip install pymap3d
Conda (π₯ 120K Β· β±οΈ 08.07.2025):
conda install -c conda-forge pymap3d
Mapbox GL (π₯22 Β· β 680 Β· π€) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT 
GitHub (π¨βπ» 23 Β· π 140 Β· π 110 - 38% open Β· β±οΈ 06.02.2025):
git clone https://github.com/mapbox/mapboxgl-jupyter
PyPi (π₯ 10K / month Β· π¦ 12 Β· β±οΈ 02.06.2019):
pip install mapboxgl
Show 7 hidden projects...
Satpy (π₯34 Β· β 1.1K) - Python package for earth-observing satellite data processing. βοΈGPL-3.0
geopy (π₯32 Β· β 4.7K Β· π) - Geocoding library for Python. MIT
Geocoder (π₯32 Β· β 1.6K Β· π) - Python Geocoder. MIT
prettymaps (π₯24 Β· β 12K) - Draw pretty maps from OpenStreetMap data! Built with osmnx.. βοΈAGPL-3.0
Sentinelsat (π₯24 Β· β 1K Β· π) - Search and download Copernicus Sentinel satellite images. βοΈGPL-3.0
gmaps (π₯22 Β· β 760 Β· π) - Google maps for Jupyter notebooks. BSD-3
geoplotlib (π₯21 Β· β 1K Β· π) - python toolbox for visualizing geographical data and making maps. MIT
Financial Data
Libraries for algorithmic stock/crypto trading, risk analytics, backtesting, technical analysis, and other tasks on financial data.
yfinance (π₯42 Β· β 20K) - Download market data from Yahoo! Finances API. Apache-2
-
GitHub (π¨βπ» 140 Β· π 2.8K Β· π¦ 86K Β· π 1.7K - 9% open Β· β±οΈ 18.09.2025):
git clone https://github.com/ranaroussi/yfinance -
PyPi (π₯ 5.9M / month Β· π¦ 1.2K Β· β±οΈ 17.09.2025):
pip install yfinance -
Conda (π₯ 99K Β· β±οΈ 25.03.2025):
conda install -c ranaroussi yfinance
Qlib (π₯32 Β· β 33K) - Qlib is an AI-oriented Quant investment platform that aims to use AI tech.. MIT 
GitHub (π¨βπ» 140 Β· π 5K Β· π₯ 910 Β· π¦ 21 Β· π 1K - 28% open Β· β±οΈ 17.10.2025):
git clone https://github.com/microsoft/qlib
PyPi (π₯ 16K / month Β· π¦ 3 Β· β±οΈ 15.08.2025):
pip install pyqlib
bt (π₯30 Β· β 2.7K) - bt - flexible backtesting for Python. MIT
GitHub (π¨βπ» 35 Β· π 450 Β· π¦ 1.7K Β· π 350 - 23% open Β· β±οΈ 27.10.2025):
git clone https://github.com/pmorissette/bt
PyPi (π₯ 11K / month Β· π¦ 15 Β· β±οΈ 12.04.2025):
pip install bt
Conda (π₯ 110K Β· β±οΈ 02.10.2025):
conda install -c conda-forge bt
Alpha Vantage (π₯27 Β· β 4.6K) - A python wrapper for Alpha Vantage API for financial data. MIT
GitHub (π¨βπ» 44 Β· π 760 Β· π 290 - 0% open Β· β±οΈ 27.07.2025):
git clone https://github.com/RomelTorres/alpha_vantage
PyPi (π₯ 140K / month Β· π¦ 35 Β· β±οΈ 18.07.2024):
pip install alpha_vantage
Conda (π₯ 10K Β· β±οΈ 22.04.2025):
conda install -c conda-forge alpha_vantage
ffn (π₯27 Β· β 2.4K) - ffn - a financial function library for Python. MIT
GitHub (π¨βπ» 36 Β· π 330 Β· π¦ 580 Β· π 140 - 17% open Β· β±οΈ 27.10.2025):
git clone https://github.com/pmorissette/ffn
PyPi (π₯ 25K / month Β· π¦ 22 Β· β±οΈ 11.02.2025):
pip install ffn
Conda (π₯ 26K Β· β±οΈ 22.04.2025):
conda install -c conda-forge ffn
stockstats (π₯26 Β· β 1.4K) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3
GitHub (π¨βπ» 10 Β· π 310 Β· π¦ 1.3K Β· π 130 - 10% open Β· β±οΈ 18.05.2025):
git clone https://github.com/jealous/stockstats
PyPi (π₯ 51K / month Β· π¦ 14 Β· β±οΈ 18.05.2025):
pip install stockstats
tf-quant-finance (π₯21 Β· β 5K Β· π€) - High-performance TensorFlow library for quantitative.. Apache-2 
GitHub (π¨βπ» 48 Β· π 630 Β· π 65 - 56% open Β· β±οΈ 21.03.2025):
git clone https://github.com/google/tf-quant-finance
PyPi (π₯ 410 / month Β· π¦ 3 Β· β±οΈ 19.08.2022):
pip install tf-quant-finance
finmarketpy (π₯21 Β· β 3.7K Β· π€) - Python library for backtesting trading strategies &.. Apache-2
GitHub (π¨βπ» 19 Β· π 510 Β· π₯ 57 Β· π¦ 16 Β· π 35 - 88% open Β· β±οΈ 10.03.2025):
git clone https://github.com/cuemacro/finmarketpy
PyPi (π₯ 340 / month Β· β±οΈ 10.03.2025):
pip install finmarketpy
Show 17 hidden projects...
arch (π₯33 Β· β 1.5K) - ARCH models in Python. βUnlicensed
zipline (π₯32 Β· β 19K Β· π) - Zipline, a Pythonic Algorithmic Trading Library. Apache-2
ta (π₯32 Β· β 4.8K Β· π) - Technical Analysis Library using Pandas and Numpy. MIT
pyfolio (π₯31 Β· β 6.1K Β· π) - Portfolio and risk analytics in Python. Apache-2
backtrader (π₯29 Β· β 19K Β· π) - Python Backtesting library for trading strategies. βοΈGPL-3.0
IB-insync (π₯28 Β· β 3.1K Β· π) - Python sync/async framework for Interactive Brokers API. BSD-2
Alphalens (π₯27 Β· β 4K Β· π) - Performance analysis of predictive (alpha) stock factors. Apache-2
Enigma Catalyst (π₯27 Β· β 2.5K Β· π) - An Algorithmic Trading Library for Crypto-Assets in.. Apache-2
empyrical (π₯27 Β· β 1.4K Β· π) - Common financial risk and performance metrics. Used by.. Apache-2
Backtesting.py (π₯26 Β· β 7.4K) - Backtest trading strategies in Python. βοΈAGPL-3.0
TensorTrade (π₯26 Β· β 5.6K Β· π) - An open source reinforcement learning framework for.. Apache-2
PyAlgoTrade (π₯25 Β· β 4.6K Β· π) - Python Algorithmic Trading Library. Apache-2
FinTA (π₯24 Β· β 2.2K Β· π) - Common financial technical indicators implemented in Pandas. βοΈLGPL-3.0
Crypto Signals (π₯22 Β· β 5.4K Β· π) - Github.com/CryptoSignal - Trading & Technical Analysis Bot -.. MIT
FinQuant (π₯22 Β· β 1.6K Β· π) - A program for financial portfolio management, analysis and.. MIT
surpriver (π₯12 Β· β 1.8K Β· π) - Find big moving stocks before they move using machine.. βοΈGPL-3.0
pyrtfolio (π₯9 Β· β 150 Β· π) - Python package to generate stock portfolios. βοΈGPL-3.0
Time Series Data
Libraries for forecasting, anomaly detection, feature extraction, and machine learning on time-series and sequential data.
sktime (π₯41 Β· β 9.3K) - A unified framework for machine learning with time series. BSD-3 
-
GitHub (π¨βπ» 520 Β· π 1.7K Β· π₯ 110 Β· π¦ 4.7K Β· π 3.1K - 39% open Β· β±οΈ 28.10.2025):
git clone https://github.com/alan-turing-institute/sktime -
PyPi (π₯ 1M / month Β· π¦ 160 Β· β±οΈ 25.09.2025):
pip install sktime -
Conda (π₯ 1.2M Β· β±οΈ 18.09.2025):
conda install -c conda-forge sktime-all-extras
Prophet (π₯34 Β· β 20K) - Tool for producing high quality forecasts for time series data that has.. MIT
GitHub (π¨βπ» 190 Β· π 4.6K Β· π₯ 3.2K Β· π¦ 21 Β· π 2.2K - 20% open Β· β±οΈ 21.10.2025):
git clone https://github.com/facebook/prophet
PyPi (π₯ 84K / month Β· π¦ 91 Β· β±οΈ 05.09.2020):
pip install fbprophet
Conda (π₯ 1.5M Β· β±οΈ 22.10.2025):
conda install -c conda-forge prophet
StatsForecast (π₯34 Β· β 4.6K) - Lightning fast forecasting with statistical and econometric.. Apache-2
GitHub (π¨βπ» 56 Β· π 340 Β· π¦ 2K Β· π 400 - 34% open Β· β±οΈ 29.10.2025):
git clone https://github.com/Nixtla/statsforecast
PyPi (π₯ 990K / month Β· π¦ 91 Β· β±οΈ 29.10.2025):
pip install statsforecast
Conda (π₯ 220K Β· β±οΈ 30.10.2025):
conda install -c conda-forge statsforecast
tslearn (π₯33 Β· β 3.1K) - The machine learning toolkit for time series analysis in Python. BSD-2 
GitHub (π¨βπ» 46 Β· π 350 Β· π¦ 1.9K Β· π 380 - 38% open Β· β±οΈ 27.10.2025):
git clone https://github.com/tslearn-team/tslearn
PyPi (π₯ 400K / month Β· π¦ 110 Β· β±οΈ 02.07.2025):
pip install tslearn
Conda (π₯ 1.7M Β· β±οΈ 03.07.2025):
conda install -c conda-forge tslearn
skforecast (π₯33 Β· β 1.4K) - Time series forecasting with machine learning models. BSD-3 
GitHub (π¨βπ» 23 Β· π 170 Β· π¦ 490 Β· π 210 - 8% open Β· β±οΈ 22.09.2025):
git clone https://github.com/JoaquinAmatRodrigo/skforecast
PyPi (π₯ 96K / month Β· π¦ 18 Β· β±οΈ 22.09.2025):
pip install skforecast
Darts (π₯32 Β· β 9K) - A python library for user-friendly forecasting and anomaly detection on.. Apache-2
GitHub (π¨βπ» 140 Β· π 970 Β· π 1.8K - 13% open Β· β±οΈ 26.10.2025):
git clone https://github.com/unit8co/darts
PyPi (π₯ 86K / month Β· π¦ 10 Β· β±οΈ 03.10.2025):
pip install u8darts
Conda (π₯ 94K Β· β±οΈ 05.10.2025):
conda install -c conda-forge u8darts-all
Docker Hub (π₯ 2.1K Β· β±οΈ 03.10.2025):
docker pull unit8/darts
pytorch-forecasting (π₯32 Β· β 4.6K) - Time series forecasting with PyTorch. MIT
GitHub (π¨βπ» 79 Β· π 710 Β· π¦ 670 Β· π 920 - 59% open Β· β±οΈ 19.10.2025):
git clone https://github.com/jdb78/pytorch-forecasting
PyPi (π₯ 270K / month Β· π¦ 27 Β· β±οΈ 10.10.2025):
pip install pytorch-forecasting
Conda (π₯ 87K Β· β±οΈ 05.07.2025):
conda install -c conda-forge pytorch-forecasting
pmdarima (π₯32 Β· β 1.7K Β· π€) - A statistical library designed to fill the void in Pythons time.. MIT
GitHub (π¨βπ» 23 Β· π 250 Β· π¦ 13K Β· π 340 - 19% open Β· β±οΈ 07.11.2024):
git clone https://github.com/alkaline-ml/pmdarima
PyPi (π₯ 7.5M / month Β· π¦ 150 Β· β±οΈ 23.10.2023):
pip install pmdarima
Conda (π₯ 1.4M Β· β±οΈ 22.04.2025):
conda install -c conda-forge pmdarima
tsfresh (π₯31 Β· β 9K) - Automatic extraction of relevant features from time series:. MIT 
GitHub (π¨βπ» 100 Β· π 1.3K Β· π¦ 21 Β· π 550 - 12% open Β· β±οΈ 30.08.2025):
git clone https://github.com/blue-yonder/tsfresh
PyPi (π₯ 340K / month Β· π¦ 120 Β· β±οΈ 30.08.2025):
pip install tsfresh
Conda (π₯ 1.5M Β· β±οΈ 31.08.2025):
conda install -c conda-forge tsfresh
STUMPY (π₯30 Β· β 4K) - STUMPY is a powerful and scalable Python library for modern time series.. BSD-3
GitHub (π¨βπ» 41 Β· π 340 Β· π¦ 1.6K Β· π 540 - 13% open Β· β±οΈ 02.09.2025):
git clone https://github.com/TDAmeritrade/stumpy
PyPi (π₯ 380K / month Β· π¦ 30 Β· β±οΈ 09.07.2024):
pip install stumpy
Conda (π₯ 1.1M Β· β±οΈ 22.04.2025):
conda install -c conda-forge stumpy
NeuralForecast (π₯30 Β· β 3.8K) - Scalable and user friendly neural forecasting algorithms. Apache-2
GitHub (π¨βπ» 55 Β· π 450 Β· π 650 - 17% open Β· β±οΈ 01.10.2025):
git clone https://github.com/Nixtla/neuralforecast
PyPi (π₯ 160K / month Β· π¦ 30 Β· β±οΈ 01.10.2025):
pip install neuralforecast
Conda (π₯ 47K Β· β±οΈ 06.10.2025):
conda install -c conda-forge neuralforecast
GluonTS (π₯29 Β· β 5K) - Probabilistic time series modeling in Python. Apache-2 
GitHub (π¨βπ» 120 Β· π 790 Β· π 970 - 34% open Β· β±οΈ 14.08.2025):
git clone https://github.com/awslabs/gluon-ts
PyPi (π₯ 1.9M / month Β· π¦ 41 Β· β±οΈ 27.06.2025):
pip install gluonts
Conda (π₯ 3.2K Β· β±οΈ 22.04.2025):
conda install -c anaconda gluonts
Streamz (π₯28 Β· β 1.3K Β· π€) - Real-time stream processing for python. BSD-3
GitHub (π¨βπ» 49 Β· π 150 Β· π¦ 570 Β· π 270 - 44% open Β· β±οΈ 22.11.2024):
git clone https://github.com/python-streamz/streamz
PyPi (π₯ 26K / month Β· π¦ 57 Β· β±οΈ 27.07.2022):
pip install streamz
Conda (π₯ 2.9M Β· β±οΈ 22.04.2025):
conda install -c conda-forge streamz
pyts (π₯27 Β· β 1.9K) - A Python package for time series classification. BSD-3
GitHub (π¨βπ» 15 Β· π 180 Β· π¦ 900 Β· π 88 - 59% open Β· β±οΈ 18.06.2025):
git clone https://github.com/johannfaouzi/pyts
PyPi (π₯ 190K / month Β· π¦ 45 Β· β±οΈ 18.06.2023):
pip install pyts
Conda (π₯ 35K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pyts
TSFEL (π₯26 Β· β 1.1K) - An intuitive library to extract features from time series. BSD-3
GitHub (π¨βπ» 21 Β· π 150 Β· π¦ 220 Β· π 87 - 5% open Β· β±οΈ 20.08.2025):
git clone https://github.com/fraunhoferportugal/tsfel
PyPi (π₯ 9.4K / month Β· π¦ 14 Β· β±οΈ 20.08.2025):
pip install tsfel
greykite (π₯22 Β· β 1.8K Β· π€) - A flexible, intuitive and fast forecasting library. BSD-2
GitHub (π¨βπ» 10 Β· π 110 Β· π₯ 39 Β· π¦ 47 Β· π 110 - 11% open Β· β±οΈ 20.02.2025):
git clone https://github.com/linkedin/greykite
PyPi (π₯ 11K / month Β· β±οΈ 20.02.2025):
pip install greykite
Show 13 hidden projects...
NeuralProphet (π₯26 Β· β 4.2K Β· π) - NeuralProphet: A simple forecasting package. MIT
PyFlux (π₯25 Β· β 2.1K Β· π) - Open source time series library for Python. BSD-3
luminol (π₯22 Β· β 1.2K Β· π) - Anomaly Detection and Correlation library. Apache-2
ADTK (π₯22 Β· β 1.2K Β· π) - A Python toolkit for rule-based/unsupervised anomaly detection in.. MPL-2.0
seglearn (π₯21 Β· β 580 Β· π) - Python module for machine learning time series:. BSD-3
pydlm (π₯21 Β· β 480 Β· π) - A python library for Bayesian time series modeling. BSD-3
tick (π₯20 Β· β 520 Β· π) - Module for statistical learning, with a particular emphasis on time-.. BSD-3
matrixprofile-ts (π₯19 Β· β 740 Β· π) - A Python library for detecting patterns and anomalies.. Apache-2
tsflex (π₯19 Β· β 430 Β· π) - Flexible time series feature extraction & processing. MIT
Auto TS (π₯17 Β· β 760 Β· π) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
tsaug (π₯15 Β· β 360 Β· π) - A Python package for time series augmentation. Apache-2
atspy (π₯14 Β· β 520 Β· π) - AtsPy: Automated Time Series Models in Python (by @firmai). MIT
tslumen (π₯8 Β· β 71 Β· π) - A library for Time Series EDA (exploratory data analysis). Apache-2
Medical Data
Libraries for processing and analyzing medical data such as MRIs, EEGs, genomic data, and other medical imaging formats.
Nilearn (π₯38 Β· β 1.3K) - Machine learning for NeuroImaging in Python. BSD-3 
-
GitHub (π¨βπ» 260 Β· π 610 Β· π₯ 410 Β· π¦ 4.4K Β· π 2.4K - 12% open Β· β±οΈ 30.10.2025):
git clone https://github.com/nilearn/nilearn -
PyPi (π₯ 270K / month Β· π¦ 350 Β· β±οΈ 03.09.2025):
pip install nilearn -
Conda (π₯ 400K Β· β±οΈ 04.09.2025):
conda install -c conda-forge nilearn
MONAI (π₯37 Β· β 7K) - AI Toolkit for Healthcare Imaging. Apache-2 
GitHub (π¨βπ» 240 Β· π 1.3K Β· π¦ 4.5K Β· π 3.3K - 14% open Β· β±οΈ 10.10.2025):
git clone https://github.com/Project-MONAI/MONAI
PyPi (π₯ 320K / month Β· π¦ 200 Β· β±οΈ 22.09.2025):
pip install monai
Conda (π₯ 60K Β· β±οΈ 22.09.2025):
conda install -c conda-forge monai
MNE (π₯37 Β· β 3.1K) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python. BSD-3
GitHub (π¨βπ» 410 Β· π 1.4K Β· π 5.1K - 11% open Β· β±οΈ 29.10.2025):
git clone https://github.com/mne-tools/mne-python
PyPi (π₯ 280K / month Β· π¦ 530 Β· β±οΈ 14.10.2025):
pip install mne
Conda (π₯ 620K Β· β±οΈ 14.10.2025):
conda install -c conda-forge mne
Hail (π₯34 Β· β 1K) - Cloud-native genomic dataframes and batch computing. MIT 
GitHub (π¨βπ» 100 Β· π 260 Β· π¦ 170 Β· π 2.6K - 11% open Β· β±οΈ 29.10.2025):
git clone https://github.com/hail-is/hail
PyPi (π₯ 110K / month Β· π¦ 44 Β· β±οΈ 09.09.2025):
pip install hail
NiBabel (π₯34 Β· β 740) - Python package to access a cacophony of neuro-imaging file formats. MIT
GitHub (π¨βπ» 110 Β· π 260 Β· π¦ 30K Β· π 550 - 23% open Β· β±οΈ 21.10.2025):
git clone https://github.com/nipy/nibabel
PyPi (π₯ 910K / month Β· π¦ 1.2K Β· β±οΈ 23.10.2024):
pip install nibabel
Conda (π₯ 1M Β· β±οΈ 22.04.2025):
conda install -c conda-forge nibabel
NIPYPE (π₯33 Β· β 790) - Workflows and interfaces for neuroimaging packages. Apache-2
GitHub (π¨βπ» 260 Β· π 530 Β· π¦ 7.2K Β· π 1.4K - 30% open Β· β±οΈ 28.04.2025):
git clone https://github.com/nipy/nipype
PyPi (π₯ 360K / month Β· π¦ 150 Β· β±οΈ 19.03.2025):
pip install nipype
Conda (π₯ 990K Β· β±οΈ 05.05.2025):
conda install -c conda-forge nipype
Lifelines (π₯32 Β· β 2.5K Β· π€) - Survival analysis in Python. MIT
GitHub (π¨βπ» 120 Β· π 560 Β· π¦ 4.2K Β· π 980 - 27% open Β· β±οΈ 29.10.2024):
git clone https://github.com/CamDavidsonPilon/lifelines
PyPi (π₯ 1.5M / month Β· π¦ 160 Β· β±οΈ 29.10.2024):
pip install lifelines
Conda (π₯ 500K Β· β±οΈ 22.04.2025):
conda install -c conda-forge lifelines
DeepVariant (π₯27 Β· β 3.5K) - DeepVariant is an analysis pipeline that uses a deep neural.. BSD-3 
GitHub (π¨βπ» 41 Β· π 760 Β· π₯ 4.9K Β· π¦ 4 Β· π 960 - 0% open Β· β±οΈ 10.09.2025):
git clone https://github.com/google/deepvariant
Conda (π₯ 79K Β· β±οΈ 24.05.2025):
conda install -c bioconda deepvariant
Brainiak (π₯19 Β· β 360 Β· π€) - Brain Imaging Analysis Kit. Apache-2
GitHub (π¨βπ» 35 Β· π 140 Β· π 230 - 38% open Β· β±οΈ 06.01.2025):
git clone https://github.com/brainiak/brainiak
PyPi (π₯ 1.3K / month Β· β±οΈ 07.01.2025):
pip install brainiak
Docker Hub (π₯ 2K Β· β 1 Β· β±οΈ 07.01.2025):
docker pull brainiak/brainiak
Show 10 hidden projects...
DIPY (π₯31 Β· β 790) - DIPY is the paragon 3D/4D+ medical imaging library in Python... βUnlicensed
NiftyNet (π₯24 Β· β 1.4K Β· π) - [unmaintained] An open-source convolutional neural.. Apache-2
NIPY (π₯24 Β· β 400 Β· π€) - Neuroimaging in Python FMRI analysis package. βUnlicensed
MedPy (π₯23 Β· β 610 Β· π) - Medical image processing in Python. βοΈGPL-3.0
DLTK (π₯20 Β· β 1.4K Β· π) - Deep Learning Toolkit for Medical Image Analysis. Apache-2
Glow (π₯19 Β· β 290 Β· π€) - An open-source toolkit for large-scale genomic analysis. Apache-2
MedicalTorch (π₯17 Β· β 870 Β· π) - A medical imaging framework for Pytorch. Apache-2
Medical Detection Toolkit (π₯14 Β· β 1.3K Β· π) - The Medical Detection Toolkit contains 2D + 3D.. Apache-2
DeepNeuro (π₯14 Β· β 130 Β· π) - A deep learning python package for neuroimaging data. Made by:. MIT
MedicalNet (π₯12 Β· β 2.1K Β· π) - Many studies have shown that the performance on deep learning is.. MIT
Tabular Data
Libraries for processing tabular and structured data.
pytorch_tabular (π₯23 Β· β 1.6K) - A standard framework for modelling Deep Learning Models.. MIT 
GitHub (π¨βπ» 27 Β· π 160 Β· π₯ 64 Β· π 180 - 5% open Β· β±οΈ 19.04.2025):
git clone https://github.com/manujosephv/pytorch_tabular
PyPi (π₯ 5.5K / month Β· π¦ 9 Β· β±οΈ 28.11.2024):
pip install pytorch_tabular
upgini (π₯21 Β· β 350) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3
GitHub (π¨βπ» 14 Β· π 25 Β· π¦ 9 Β· β±οΈ 28.10.2025):
git clone https://github.com/upgini/upgini
PyPi (π₯ 5.9K / month Β· β±οΈ 28.10.2025):
pip install upgini
Show 3 hidden projects...
miceforest (π₯21 Β· β 390) - Multiple Imputation with LightGBM in Python. βUnlicensed
carefree-learn (π₯18 Β· β 410 Β· π) - Deep Learning PyTorch. MIT
deltapy (π₯13 Β· β 550 Β· π) - DeltaPy - Tabular Data Augmentation (by @firmai). MIT
Optical Character Recognition
Libraries for optical character recognition (OCR) and text extraction from images or videos.
PaddleOCR (π₯44 Β· β 62K) - Turn any PDF or image document into structured data for your.. Apache-2 
OCRmyPDF (π₯37 Β· β 32K) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them.. MPL-2.0
GitHub (π¨βπ» 120 Β· π 2.2K Β· π₯ 15K Β· π¦ 1.4K Β· π 1.3K - 11% open Β· β±οΈ 25.10.2025):
git clone https://github.com/ocrmypdf/OCRmyPDF
PyPi (π₯ 400K / month Β· π¦ 58 Β· β±οΈ 16.10.2025):
pip install ocrmypdf
Conda (π₯ 110K Β· β±οΈ 22.04.2025):
conda install -c conda-forge ocrmypdf
Tesseract (π₯32 Β· β 6.2K Β· π€) - Python-tesseract is an optical character recognition (OCR).. Apache-2
GitHub (π¨βπ» 50 Β· π 730 Β· π 370 - 3% open Β· β±οΈ 17.02.2025):
git clone https://github.com/madmaze/pytesseract
PyPi (π₯ 5.6M / month Β· π¦ 970 Β· β±οΈ 16.08.2024):
pip install pytesseract
Conda (π₯ 690K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pytesseract
tesserocr (π₯32 Β· β 2.1K) - A Python wrapper for the tesseract-ocr API. MIT
GitHub (π¨βπ» 34 Β· π 260 Β· π₯ 1.2K Β· π¦ 1.3K Β· π 290 - 14% open Β· β±οΈ 10.10.2025):
git clone https://github.com/sirfz/tesserocr
PyPi (π₯ 210K / month Β· π¦ 56 Β· β±οΈ 10.10.2025):
pip install tesserocr
Conda (π₯ 290K Β· β±οΈ 22.04.2025):
conda install -c conda-forge tesserocr
MMOCR (π₯27 Β· β 4.7K Β· π€) - OpenMMLab Text Detection, Recognition and Understanding Toolbox. Apache-2 
GitHub (π¨βπ» 90 Β· π 770 Β· π¦ 240 Β· π 930 - 20% open Β· β±οΈ 27.11.2024):
git clone https://github.com/open-mmlab/mmocr
PyPi (π₯ 6K / month Β· π¦ 4 Β· β±οΈ 05.05.2022):
pip install mmocr
keras-ocr (π₯25 Β· β 1.5K) - A packaged and flexible version of the CRAFT text detector and.. MIT 
GitHub (π¨βπ» 19 Β· π 340 Β· π₯ 2.1M Β· π¦ 720 Β· π 220 - 46% open Β· β±οΈ 22.09.2025):
git clone https://github.com/faustomorales/keras-ocr
PyPi (π₯ 18K / month Β· π¦ 8 Β· β±οΈ 06.11.2023):
pip install keras-ocr
Conda (π₯ 450 Β· β±οΈ 22.04.2025):
conda install -c anaconda keras-ocr
Show 6 hidden projects...
EasyOCR (π₯34 Β· β 28K Β· π) - Ready-to-use OCR with 80+ supported languages and all popular.. Apache-2
calamari (π₯22 Β· β 1.2K) - Line based ATR Engine based on OCRopy. βοΈGPL-3.0
pdftabextract (π₯21 Β· β 2.2K Β· π) - A set of tools for extracting tables from PDF files.. Apache-2
attention-ocr (π₯21 Β· β 1.1K Β· π) - A Tensorflow model for text recognition (CNN + seq2seq.. MIT
doc2text (π₯20 Β· β 1.3K Β· π) - Detect text blocks and OCR poorly scanned PDFs in bulk. Python.. MIT
Mozart (π₯10 Β· β 690 Β· π) - An optical music recognition (OMR) system. Converts sheet.. Apache-2
Data Containers & Structures
General-purpose data containers & structures as well as utilities & extensions for pandas.
π best-of-python - Data Containers ( β 4.2K) - Collection of data-container, dataframe, and pandas-..
Data Loading & Extraction
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
π best-of-python - Data Extraction ( β 4.2K) - Collection of data-loading and -extraction libraries.
Web Scraping & Crawling
Libraries for web scraping, crawling, downloading, and mining as well as libraries.
π best-of-web-python - Web Scraping ( β 2.6K) - Collection of web-scraping and crawling libraries.
Data Pipelines & Streaming
Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks.
π best-of-python - Data Pipelines ( β 4.2K) - Libraries for data batch- and stream-processing,..
Show 1 hidden projects...
Distributed Machine Learning
Libraries that provide capabilities to distribute and parallelize machine learning tasks across large-scale compute infrastructure.
Ray (π₯48 Β· β 40K) - Ray is an AI compute engine. Ray consists of a core distributed runtime.. Apache-2
-
GitHub (π¨βπ» 1.4K Β· π 6.8K Β· π₯ 270 Β· π¦ 27K Β· π 22K - 14% open Β· β±οΈ 30.10.2025):
git clone https://github.com/ray-project/ray -
PyPi (π₯ 30M / month Β· π¦ 1.1K Β· β±οΈ 29.10.2025):
pip install ray -
Conda (π₯ 920K Β· β±οΈ 22.10.2025):
conda install -c conda-forge ray-tune
dask (π₯45 Β· β 14K Β· π) - Parallel computing with task scheduling. BSD-3
GitHub (π¨βπ» 630 Β· π 1.8K Β· π¦ 77K Β· π 5.6K - 21% open Β· β±οΈ 29.10.2025):
git clone https://github.com/dask/dask
PyPi (π₯ 20M / month Β· π¦ 3.2K Β· β±οΈ 14.10.2025):
pip install dask
Conda (π₯ 14M Β· β±οΈ 14.10.2025):
conda install -c conda-forge dask
DeepSpeed (π₯41 Β· β 41K) - DeepSpeed is a deep learning optimization library that makes.. Apache-2 
GitHub (π¨βπ» 420 Β· π 4.6K Β· π¦ 15K Β· π 3.2K - 34% open Β· β±οΈ 29.10.2025):
git clone https://github.com/microsoft/DeepSpeed
PyPi (π₯ 990K / month Β· π¦ 350 Β· β±οΈ 23.10.2025):
pip install deepspeed
Docker Hub (π₯ 24K Β· β 4 Β· β±οΈ 02.09.2022):
docker pull deepspeed/deepspeed
dask.distributed (π₯39 Β· β 1.7K) - A distributed task scheduler for Dask. BSD-3
GitHub (π¨βπ» 340 Β· π 740 Β· π¦ 42K Β· π 3.9K - 37% open Β· β±οΈ 28.10.2025):
git clone https://github.com/dask/distributed
PyPi (π₯ 5.4M / month Β· π¦ 1K Β· β±οΈ 14.10.2025):
pip install distributed
Conda (π₯ 20M Β· β±οΈ 14.10.2025):
conda install -c conda-forge distributed
horovod (π₯36 Β· β 15K) - Distributed training framework for TensorFlow, Keras, PyTorch, and.. Apache-2
GitHub (π¨βπ» 180 Β· π 2.3K Β· π¦ 1.4K Β· π 2.3K - 17% open Β· β±οΈ 28.10.2025):
git clone https://github.com/horovod/horovod
PyPi (π₯ 78K / month Β· π¦ 34 Β· β±οΈ 12.06.2023):
pip install horovod
metrics (π₯36 Β· β 2.3K) - Machine learning metrics for distributed, scalable PyTorch.. Apache-2 
GitHub (π¨βπ» 280 Β· π 460 Β· π₯ 6.9K Β· π¦ 45K Β· π 990 - 8% open Β· β±οΈ 27.10.2025):
git clone https://github.com/Lightning-AI/metrics
PyPi (π₯ 4.6K / month Β· π¦ 4 Β· β±οΈ 26.02.2025):
pip install metrics
Conda (π₯ 2.2M Β· β±οΈ 03.09.2025):
conda install -c conda-forge torchmetrics
H2O-3 (π₯34 Β· β 7.3K) - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning.. Apache-2
GitHub (π¨βπ» 280 Β· π 2K Β· π¦ 99 Β· π 9.6K - 30% open Β· β±οΈ 21.10.2025):
git clone https://github.com/h2oai/h2o-3
PyPi (π₯ 180K / month Β· π¦ 68 Β· β±οΈ 08.10.2025):
pip install h2o
ColossalAI (π₯33 Β· β 41K) - Making large AI models cheaper, faster and more accessible. Apache-2
GitHub (π¨βπ» 200 Β· π 4.5K Β· π¦ 530 Β· π 1.8K - 26% open Β· β±οΈ 26.09.2025):
git clone https://github.com/hpcaitech/colossalai
mpi4py (π₯33 Β· β 880) - Python bindings for MPI. BSD-3
GitHub (π¨βπ» 28 Β· π 130 Β· π₯ 39K Β· π¦ 12K Β· π 230 - 2% open Β· β±οΈ 29.10.2025):
git clone https://github.com/mpi4py/mpi4py
PyPi (π₯ 980K / month Β· π¦ 1K Β· β±οΈ 10.10.2025):
pip install mpi4py
Conda (π₯ 4.5M Β· β±οΈ 14.10.2025):
conda install -c conda-forge mpi4py
FairScale (π₯31 Β· β 3.4K) - PyTorch extensions for high performance and large scale training. BSD-3 
GitHub (π¨βπ» 77 Β· π 290 Β· π¦ 9K Β· π 390 - 26% open Β· β±οΈ 26.04.2025):
git clone https://github.com/facebookresearch/fairscale
PyPi (π₯ 530K / month Β· π¦ 150 Β· β±οΈ 11.12.2022):
pip install fairscale
Conda (π₯ 530K Β· β±οΈ 22.04.2025):
conda install -c conda-forge fairscale
Submit it (π₯31 Β· β 1.5K) - Python 3.8+ toolbox for submitting jobs to Slurm. MIT
GitHub (π¨βπ» 26 Β· π 140 Β· π¦ 4.7K Β· π 130 - 38% open Β· β±οΈ 21.05.2025):
git clone https://github.com/facebookincubator/submitit
PyPi (π₯ 840K / month Β· π¦ 74 Β· β±οΈ 21.05.2025):
pip install submitit
Conda (π₯ 65K Β· β±οΈ 22.04.2025):
conda install -c conda-forge submitit
BigDL (π₯30 Β· β 8.4K) - Accelerate local LLM inference and finetuning (LLaMA, Mistral,.. Apache-2
GitHub (π¨βπ» 120 Β· π 1.4K Β· π₯ 710 Β· π 3K - 40% open Β· β±οΈ 14.10.2025):
git clone https://github.com/intel-analytics/BigDL
PyPi (π₯ 15K / month Β· π¦ 2 Β· β±οΈ 24.03.2024):
pip install bigdl
Maven (π¦ 5 Β· β±οΈ 20.04.2021):
<dependency>
<groupId>com.intel.analytics.bigdl</groupId>
<artifactId>bigdl-SPARK_2.4</artifactId>
<version>[VERSION]</version>
</dependency>
SynapseML (π₯30 Β· β 5.2K) - Simple and Distributed Machine Learning. MIT
GitHub (π¨βπ» 130 Β· π 850 Β· π 820 - 49% open Β· β±οΈ 29.10.2025):
git clone https://github.com/microsoft/SynapseML
PyPi (π₯ 1.6M / month Β· π¦ 7 Β· β±οΈ 03.10.2025):
pip install synapseml
petastorm (π₯29 Β· β 1.9K) - Petastorm library enables single machine or distributed training.. Apache-2
GitHub (π¨βπ» 52 Β· π 280 Β· π₯ 580 Β· π¦ 390 Β· π 330 - 54% open Β· β±οΈ 15.09.2025):
git clone https://github.com/uber/petastorm
PyPi (π₯ 270K / month Β· π¦ 15 Β· β±οΈ 11.08.2025):
pip install petastorm
dask-ml (π₯28 Β· β 940) - Scalable Machine Learning with Dask. BSD-3
GitHub (π¨βπ» 82 Β· π 260 Β· π¦ 1.3K Β· π 550 - 51% open Β· β±οΈ 27.09.2025):
git clone https://github.com/dask/dask-ml
PyPi (π₯ 120K / month Β· π¦ 100 Β· β±οΈ 08.02.2025):
pip install dask-ml
Conda (π₯ 1.1M Β· β±οΈ 22.04.2025):
conda install -c conda-forge dask-ml
Hivemind (π₯26 Β· β 2.3K) - Decentralized deep learning in PyTorch. Built to train models on.. MIT
GitHub (π¨βπ» 34 Β· π 190 Β· π¦ 130 Β· π 190 - 43% open Β· β±οΈ 12.10.2025):
git clone https://github.com/learning-at-home/hivemind
PyPi (π₯ 43K / month Β· π¦ 12 Β· β±οΈ 20.04.2025):
pip install hivemind
MMLSpark (π₯23 Β· β 5.2K) - Simple and Distributed Machine Learning. MIT 
GitHub (π¨βπ» 130 Β· π 850 Β· π 820 - 49% open Β· β±οΈ 29.10.2025):
git clone https://github.com/microsoft/SynapseML
PyPi (β±οΈ 18.03.2020):
pip install mmlspark
Apache Singa (π₯23 Β· β 3.6K Β· π€) - a distributed deep learning platform. Apache-2
GitHub (π¨βπ» 98 Β· π 1.3K Β· π¦ 6 Β· π 140 - 35% open Β· β±οΈ 26.03.2025):
git clone https://github.com/apache/singa
Conda (π₯ 1.2K Β· β±οΈ 25.03.2025):
conda install -c nusdbsystem singa
Docker Hub (π₯ 9.9K Β· β 3 Β· β±οΈ 31.05.2022):
docker pull apache/singa
analytics-zoo (π₯22 Β· β 2.6K) - Distributed Tensorflow, Keras and PyTorch on Apache.. Apache-2 
GitHub (π¨βπ» 110 Β· π 730 Β· π 1.3K - 32% open Β· β±οΈ 09.10.2025):
git clone https://github.com/intel-analytics/analytics-zoo
PyPi (π₯ 600 / month Β· π¦ 1 Β· β±οΈ 22.08.2022):
pip install analytics-zoo
Show 17 hidden projects...
DEAP (π₯34 Β· β 6.2K) - Distributed Evolutionary Algorithms in Python. βοΈLGPL-3.0
ipyparallel (π₯29 Β· β 2.6K) - IPython Parallel: Interactive Parallel Computing in.. βUnlicensed
TensorFlowOnSpark (π₯25 Β· β 3.9K Β· π) - TensorFlowOnSpark brings TensorFlow programs to.. Apache-2
Elephas (π₯24 Β· β 1.6K Β· π) - Distributed Deep learning with Keras & Spark. MIT keras
Mesh (π₯23 Β· β 1.6K Β· π) - Mesh TensorFlow: Model Parallelism Made Easier. Apache-2
BytePS (π₯21 Β· β 3.7K Β· π) - A high performance and generic framework for distributed DNN.. Apache-2
somoclu (π₯21 Β· β 280 Β· π) - Massively parallel self-organizing maps: accelerate training on.. MIT
TensorFrames (π₯19 Β· β 750 Β· π) - [DEPRECATED] Tensorflow wrapper for DataFrames on.. Apache-2
sk-dist (π₯19 Β· β 290 Β· π) - Distributed scikit-learn meta-estimators in PySpark. Apache-2
mesh-transformer-jax (π₯18 Β· β 6.4K Β· π) - Model parallel transformers in JAX and Haiku. Apache-2 ![]()
launchpad (π₯18 Β· β 330 Β· π) - Launchpad is a library that simplifies writing.. Apache-2
Fiber (π₯17 Β· β 1K Β· π) - Distributed Computing for AI Made Simple. Apache-2
bluefog (π₯17 Β· β 290 Β· π) - Distributed and decentralized training framework for PyTorch.. Apache-2
parallelformers (π₯16 Β· β 790 Β· π) - Parallelformers: An Efficient Model Parallelization.. Apache-2
LazyCluster (π₯13 Β· β 49 Β· π) - Distributed machine learning made simple. Apache-2
autodist (π₯12 Β· β 130 Β· π) - Simple Distributed Deep Learning on TensorFlow. Apache-2
moolib (π₯11 Β· β 370 Β· π) - A library for distributed ML training with PyTorch. MIT
Hyperparameter Optimization & AutoML
Libraries for hyperparameter optimization, automl and neural architecture search.
Ax (π₯36 Β· β 2.6K) - Adaptive Experimentation Platform. MIT 
GitHub (π¨βπ» 200 Β· π 350 Β· π¦ 1.2K Β· π 930 - 12% open Β· β±οΈ 30.10.2025):
git clone https://github.com/facebook/Ax
PyPi (π₯ 240K / month Β· π¦ 71 Β· β±οΈ 09.09.2025):
pip install ax-platform
Conda (π₯ 49K Β· β±οΈ 10.09.2025):
conda install -c conda-forge ax-platform
AutoGluon (π₯35 Β· β 9.6K) - Fast and Accurate ML in 3 Lines of Code. Apache-2 

GitHub (π¨βπ» 140 Β· π 1.1K Β· π¦ 1.2K Β· π 1.8K - 24% open Β· β±οΈ 29.10.2025):
git clone https://github.com/autogluon/autogluon
PyPi (π₯ 260K / month Β· π¦ 38 Β· β±οΈ 23.10.2025):
pip install autogluon
Conda (π₯ 45K Β· β±οΈ 30.07.2025):
conda install -c conda-forge autogluon
Docker Hub (π₯ 20K Β· β 19 Β· β±οΈ 16.06.2025):
docker pull autogluon/autogluon
BoTorch (π₯35 Β· β 3.4K) - Bayesian optimization in PyTorch. MIT 
GitHub (π¨βπ» 150 Β· π 450 Β· π¦ 1.8K Β· π 600 - 10% open Β· β±οΈ 29.10.2025):
git clone https://github.com/pytorch/botorch
PyPi (π₯ 480K / month Β· π¦ 140 Β· β±οΈ 23.10.2025):
pip install botorch
Conda (π₯ 180K Β· β±οΈ 24.10.2025):
conda install -c conda-forge botorch
Bayesian Optimization (π₯34 Β· β 8.4K) - A Python implementation of global optimization with.. MIT
GitHub (π¨βπ» 52 Β· π 1.6K Β· π₯ 180 Β· π¦ 4.1K Β· π 390 - 1% open Β· β±οΈ 09.09.2025):
git clone https://github.com/fmfn/BayesianOptimization
PyPi (π₯ 510K / month Β· π¦ 190 Β· β±οΈ 24.07.2025):
pip install bayesian-optimization
Hyperopt (π₯34 Β· β 7.5K Β· π€) - Distributed Asynchronous Hyperparameter Optimization in Python. BSD-3
GitHub (π¨βπ» 100 Β· π 1.1K Β· π¦ 22K Β· π 800 - 17% open Β· β±οΈ 27.12.2024):
git clone https://github.com/hyperopt/hyperopt
PyPi (π₯ 2.7M / month Β· π¦ 450 Β· β±οΈ 17.11.2021):
pip install hyperopt
Conda (π₯ 860K Β· β±οΈ 22.04.2025):
conda install -c conda-forge hyperopt
AutoKeras (π₯32 Β· β 9.3K Β· π€) - AutoML library for deep learning. Apache-2 
GitHub (π¨βπ» 150 Β· π 1.4K Β· π₯ 21K Β· π¦ 890 Β· π 910 - 16% open Β· β±οΈ 16.12.2024):
git clone https://github.com/keras-team/autokeras
PyPi (π₯ 15K / month Β· π¦ 13 Β· β±οΈ 20.03.2024):
pip install autokeras
featuretools (π₯32 Β· β 7.6K Β· π€) - An open source python library for automated feature.. BSD-3
GitHub (π¨βπ» 75 Β· π 900 Β· π¦ 2.1K Β· π 1K - 15% open Β· β±οΈ 13.11.2024):
git clone https://github.com/alteryx/featuretools
PyPi (π₯ 100K / month Β· π¦ 74 Β· β±οΈ 14.05.2024):
pip install featuretools
Conda (π₯ 270K Β· β±οΈ 22.04.2025):
conda install -c conda-forge featuretools
nevergrad (π₯30 Β· β 4.1K) - A Python toolbox for performing gradient-free optimization. MIT
GitHub (π¨βπ» 58 Β· π 360 Β· π¦ 1.2K Β· π 310 - 40% open Β· β±οΈ 23.04.2025):
git clone https://github.com/facebookresearch/nevergrad
PyPi (π₯ 150K / month Β· π¦ 72 Β· β±οΈ 23.04.2025):
pip install nevergrad
Conda (π₯ 67K Β· β±οΈ 22.04.2025):
conda install -c conda-forge nevergrad
lazypredict (π₯28 Β· β 3.2K) - Lazy Predict help build a lot of basic models without much code.. MIT 
GitHub (π¨βπ» 19 Β· π 360 Β· π¦ 1.4K Β· π 160 - 64% open Β· β±οΈ 17.10.2025):
git clone https://github.com/shankarpandala/lazypredict
PyPi (π₯ 31K / month Β· π¦ 8 Β· β±οΈ 05.04.2025):
pip install lazypredict
Conda (π₯ 6.6K Β· β±οΈ 22.04.2025):
conda install -c conda-forge lazypredict
mljar-supervised (π₯28 Β· β 3.2K) - Python package for AutoML on Tabular Data with Feature.. MIT
GitHub (π¨βπ» 30 Β· π 420 Β· π¦ 170 Β· π 680 - 21% open Β· β±οΈ 07.07.2025):
git clone https://github.com/mljar/mljar-supervised
PyPi (π₯ 8.7K / month Β· π¦ 6 Β· β±οΈ 07.07.2025):
pip install mljar-supervised
Conda (π₯ 52K Β· β±οΈ 08.07.2025):
conda install -c conda-forge mljar-supervised
Hyperactive (π₯24 Β· β 530) - An optimization and data collection toolbox for convenient and fast.. MIT
GitHub (π¨βπ» 15 Β· π 51 Β· π₯ 340 Β· π¦ 40 Β· π 120 - 28% open Β· β±οΈ 25.10.2025):
git clone https://github.com/SimonBlanke/Hyperactive
PyPi (π₯ 4K / month Β· π¦ 13 Β· β±οΈ 20.09.2025):
pip install hyperactive
FEDOT (π₯23 Β· β 700) - Automated modeling and machine learning framework FEDOT. BSD-3
GitHub (π¨βπ» 40 Β· π 89 Β· π¦ 65 Β· π 570 - 11% open Β· β±οΈ 14.10.2025):
git clone https://github.com/nccr-itmo/FEDOT
PyPi (π₯ 1.8K / month Β· π¦ 7 Β· β±οΈ 10.03.2025):
pip install fedot
AlphaPy (π₯21 Β· β 1.6K) - Python AutoML for Trading Systems and Sports Betting. Apache-2
GitHub (π¨βπ» 5 Β· π 250 Β· π¦ 10 Β· π 45 - 35% open Β· β±οΈ 24.08.2025):
git clone https://github.com/ScottfreeLLC/AlphaPy
PyPi (π₯ 320 / month Β· β±οΈ 29.08.2020):
pip install alphapy
Auto ViML (π₯20 Β· β 540 Β· π€) - Automatically Build Multiple ML Models with a Single Line of.. Apache-2
GitHub (π¨βπ» 9 Β· π 100 Β· π¦ 28 Β· β±οΈ 30.01.2025):
git clone https://github.com/AutoViML/Auto_ViML
PyPi (π₯ 2.6K / month Β· π¦ 3 Β· β±οΈ 30.01.2025):
pip install autoviml
featurewiz (π₯18 Β· β 670 Β· π€) - Use advanced feature engineering strategies and select best.. Apache-2
GitHub (π¨βπ» 18 Β· π 98 Β· π 110 - 0% open Β· β±οΈ 19.02.2025):
git clone https://github.com/AutoViML/featurewiz
PyPi (π₯ 4.6K / month Β· π¦ 4 Β· β±οΈ 19.02.2025):
pip install featurewiz
Show 36 hidden projects...
TPOT (π₯32 Β· β 10K) - A Python Automated Machine Learning tool that optimizes machine.. βοΈLGPL-3.0
Keras Tuner (π₯32 Β· β 2.9K Β· π) - A Hyperparameter Tuning Library for Keras. Apache-2
scikit-optimize (π₯32 Β· β 2.8K Β· π) - Sequential model-based optimization with a.. BSD-3
NNI (π₯31 Β· β 14K Β· π) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT
auto-sklearn (π₯31 Β· β 8K Β· π) - Automated Machine Learning with scikit-learn. BSD-3
Hyperas (π₯27 Β· β 2.2K Β· π) - Keras + Hyperopt: A very simple wrapper for convenient.. MIT
SMAC3 (π₯27 Β· β 1.2K Β· π€) - SMAC3: A Versatile Bayesian Optimization Package for.. βοΈBSD-1-Clause
GPyOpt (π₯26 Β· β 950 Β· π) - Gaussian Process Optimization using GPy. BSD-3
AdaNet (π₯24 Β· β 3.5K Β· π) - Fast and flexible AutoML with learning guarantees. Apache-2
auto_ml (π₯24 Β· β 1.7K Β· π) - [UNMAINTAINED] Automated machine learning for analytics & production. MIT
Talos (π₯24 Β· β 1.6K Β· π) - Hyperparameter Experiments with TensorFlow and Keras. MIT
lightwood (π₯24 Β· β 490) - Lightwood is Legos for Machine Learning. βοΈGPL-3.0
Orion (π₯24 Β· β 300 Β· π) - Asynchronous Distributed Hyperparameter Optimization. BSD-3
HpBandSter (π₯22 Β· β 620 Β· π) - a distributed Hyperband implementation on Steroids. BSD-3
MLBox (π₯21 Β· β 1.5K Β· π) - MLBox is a powerful Automated Machine Learning python library. βοΈBSD-1-Clause
Test Tube (π₯21 Β· β 740 Β· π) - Python library to easily log experiments and parallelize.. MIT
Neuraxle (π₯21 Β· β 610 Β· π) - The worlds cleanest AutoML library - Do hyperparameter tuning.. Apache-2
optunity (π₯21 Β· β 420 Β· π) - optimization routines for hyperparameter tuning. BSD-3
sklearn-deap (π₯20 Β· β 770 Β· π) - Use evolutionary algorithms instead of gridsearch in.. MIT
opytimizer (π₯20 Β· β 630 Β· π) - Opytimizer is a Python library consisting of meta-heuristic.. Apache-2
igel (π₯19 Β· β 3.1K Β· π) - a delightful machine learning tool that allows you to train, test, and.. MIT
Dragonfly (π₯19 Β· β 890 Β· π) - An open source python library for scalable Bayesian optimisation. MIT
Auto Tune Models (π₯19 Β· β 530 Β· π) - Auto Tune Models - A multi-tenant, multi-data system for.. MIT
Sherpa (π₯19 Β· β 340 Β· π) - Hyperparameter optimization that enables researchers to.. βοΈGPL-3.0
shap-hypetune (π₯18 Β· β 580 Β· π) - A python package for simultaneous Hyperparameters Tuning and.. MIT
Advisor (π₯17 Β· β 1.6K Β· π) - Open-source implementation of Google Vizier for hyper parameters.. Apache-2
Xcessiv (π₯17 Β· β 1.3K Β· π) - A web-based application for quick, scalable, and automated.. Apache-2
automl-gs (π₯16 Β· β 1.9K Β· π) - Provide an input CSV and a target field to predict, generate a.. MIT
HyperparameterHunter (π₯16 Β· β 710 Β· π) - Easy hyperparameter optimization and automatic result.. MIT
Parfit (π₯15 Β· β 200 Β· π) - A package for parallelizing the fit and flexibly scoring of.. MIT
ENAS (π₯13 Β· β 2.7K Β· π) - PyTorch implementation of Efficient Neural Architecture Search via.. Apache-2
Auptimizer (π₯12 Β· β 200 Β· π) - An automatic ML model optimization tool. βοΈGPL-3.0
Hypermax (π₯12 Β· β 110 Β· π) - Better, faster hyper-parameter optimization. BSD-3
model_search (π₯11 Β· β 3.3K Β· π) - AutoML algorithms for model architecture search at scale. Apache-2
Devol (π₯11 Β· β 950 Β· π) - Genetic neural architecture search with Keras. MIT
Hypertunity (π₯9 Β· β 140 Β· π) - A toolset for black-box hyperparameter optimisation. Apache-2
Reinforcement Learning
Libraries for building and evaluating reinforcement learning & agent-based systems.
ViZDoom (π₯29 Β· β 1.9K) - Reinforcement Learning environments based on the 1993 game Doom. MIT
GitHub (π¨βπ» 57 Β· π 400 Β· π₯ 12K Β· π¦ 340 Β· π 470 - 6% open Β· β±οΈ 26.10.2025):
git clone https://github.com/mwydmuch/ViZDoom
PyPi (π₯ 6.9K / month Β· π¦ 20 Β· β±οΈ 22.10.2025):
pip install vizdoom
Dopamine (π₯27 Β· β 11K Β· π€) - Dopamine is a research framework for fast prototyping of.. Apache-2 
GitHub (π¨βπ» 15 Β· π 1.4K Β· π¦ 21 Β· π 200 - 55% open Β· β±οΈ 04.11.2024):
git clone https://github.com/google/dopamine
PyPi (π₯ 68K / month Β· π¦ 10 Β· β±οΈ 31.10.2024):
pip install dopamine-rl
Acme (π₯27 Β· β 3.8K) - A library of reinforcement learning components and agents. Apache-2 
GitHub (π¨βπ» 90 Β· π 500 Β· π¦ 250 Β· π 270 - 24% open Β· β±οΈ 26.09.2025):
git clone https://github.com/deepmind/acme
PyPi (π₯ 6.4K / month Β· π¦ 3 Β· β±οΈ 10.02.2022):
pip install dm-acme
Conda (π₯ 14K Β· β±οΈ 22.04.2025):
conda install -c conda-forge dm-acme
TF-Agents (π₯27 Β· β 3K) - TF-Agents: A reliable, scalable and easy to use TensorFlow.. Apache-2 
GitHub (π¨βπ» 150 Β· π 740 Β· π 680 - 30% open Β· β±οΈ 16.06.2025):
git clone https://github.com/tensorflow/agents
PyPi (π₯ 45K / month Β· π¦ 14 Β· β±οΈ 14.12.2023):
pip install tf-agents
RLax (π₯26 Β· β 1.4K) - A library of reinforcement learning building blocks in JAX. Apache-2 
GitHub (π¨βπ» 23 Β· π 95 Β· π¦ 370 Β· π 28 - 32% open Β· β±οΈ 26.09.2025):
git clone https://github.com/deepmind/rlax
PyPi (π₯ 48K / month Β· π¦ 22 Β· β±οΈ 01.09.2025):
pip install rlax
PARL (π₯24 Β· β 3.4K) - A high-performance distributed training framework for Reinforcement.. Apache-2 
GitHub (π¨βπ» 46 Β· π 820 Β· π¦ 140 Β· π 540 - 23% open Β· β±οΈ 13.09.2025):
git clone https://github.com/PaddlePaddle/PARL
PyPi (π₯ 770 / month Β· π¦ 1 Β· β±οΈ 13.05.2022):
pip install parl
ReAgent (π₯22 Β· β 3.7K) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3 
GitHub (π¨βπ» 170 Β· π 520 Β· π 160 - 53% open Β· β±οΈ 17.10.2025):
git clone https://github.com/facebookresearch/ReAgent
PyPi (π₯ 50 / month Β· β±οΈ 27.05.2020):
pip install reagent
Show 15 hidden projects...
OpenAI Gym (π₯40 Β· β 37K Β· π) - A toolkit for developing and comparing reinforcement learning.. MIT
baselines (π₯29 Β· β 17K Β· π) - OpenAI Baselines: high-quality implementations of reinforcement.. MIT
keras-rl (π₯28 Β· β 5.6K Β· π) - Deep Reinforcement Learning for Keras. MIT
TensorLayer (π₯27 Β· β 7.4K Β· π) - Deep Learning and Reinforcement Learning Library for.. Apache-2
TensorForce (π₯27 Β· β 3.3K Β· π) - Tensorforce: a TensorFlow library for applied.. Apache-2
garage (π₯26 Β· β 2K Β· π) - A toolkit for reproducible reinforcement learning research. MIT
ChainerRL (π₯25 Β· β 1.2K Β· π) - ChainerRL is a deep reinforcement learning library built on top of.. MIT
Stable Baselines (π₯24 Β· β 4.3K Β· π) - A fork of OpenAI Baselines, implementations of.. MIT
PFRL (π₯23 Β· β 1.2K Β· π) - PFRL: a PyTorch-based deep reinforcement learning library. MIT
TRFL (π₯22 Β· β 3.1K Β· π) - TensorFlow Reinforcement Learning. Apache-2
Coach (π₯20 Β· β 2.3K Β· π) - Reinforcement Learning Coach by Intel AI Lab enables easy.. Apache-2
SerpentAI (π₯19 Β· β 6.9K Β· π) - Game Agent Framework. Helping you create AIs / Bots that learn to.. MIT
DeepMind Lab (π₯17 Β· β 7.3K Β· π) - A customisable 3D platform for agent-based AI research. βUnlicensed
Maze (π₯12 Β· β 280 Β· π) - Maze Applied Reinforcement Learning Framework. βοΈCustom
rliable (π₯11 Β· β 850 Β· π) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on.. Apache-2
Recommender Systems
Libraries for building and evaluating recommendation systems.
Recommenders (π₯33 Β· β 21K) - Best Practices on Recommendation Systems. MIT
torchrec (π₯32 Β· β 2.4K) - Pytorch domain library for recommendation systems. BSD-3
GitHub (π¨βπ» 400 Β· π 560 Β· π¦ 240 Β· π 320 - 49% open Β· β±οΈ 30.10.2025):
git clone https://github.com/pytorch/torchrec
PyPi (π₯ 160 / month Β· β±οΈ 12.05.2022):
pip install torchrec-nightly-cpu
Cornac (π₯28 Β· β 1K) - A Comparative Framework for Multimodal Recommender Systems. Apache-2
GitHub (π¨βπ» 24 Β· π 160 Β· π¦ 300 Β· π 170 - 17% open Β· β±οΈ 04.10.2025):
git clone https://github.com/PreferredAI/cornac
PyPi (π₯ 44K / month Β· π¦ 18 Β· β±οΈ 04.10.2025):
pip install cornac
Conda (π₯ 920K Β· β±οΈ 05.10.2025):
conda install -c conda-forge cornac
lkpy (π₯28 Β· β 300) - Python recommendation toolkit. MIT
GitHub (π¨βπ» 41 Β· π 72 Β· π¦ 140 Β· π 290 - 33% open Β· β±οΈ 29.10.2025):
git clone https://github.com/lenskit/lkpy
PyPi (π₯ 6.6K / month Β· π¦ 13 Β· β±οΈ 22.10.2025):
pip install lenskit
Conda (π₯ 52K Β· β±οΈ 23.10.2025):
conda install -c conda-forge lenskit
RecBole (π₯25 Β· β 4.1K Β· π€) - A unified, comprehensive and efficient recommendation library. MIT 
GitHub (π¨βπ» 79 Β· π 690 Β· π 1.1K - 32% open Β· β±οΈ 24.02.2025):
git clone https://github.com/RUCAIBox/RecBole
PyPi (π₯ 98K / month Β· π¦ 2 Β· β±οΈ 24.02.2025):
pip install recbole
Conda (π₯ 9.3K Β· β±οΈ 25.03.2025):
conda install -c aibox recbole
TF Recommenders (π₯25 Β· β 2K) - TensorFlow Recommenders is a library for building.. Apache-2 
GitHub (π¨βπ» 45 Β· π 290 Β· π 450 - 59% open Β· β±οΈ 27.09.2025):
git clone https://github.com/tensorflow/recommenders
PyPi (π₯ 220K / month Β· π¦ 2 Β· β±οΈ 03.02.2023):
pip install tensorflow-recommenders
Show 11 hidden projects...
implicit (π₯30 Β· β 3.7K Β· π) - Fast Python Collaborative Filtering for Implicit Feedback Datasets. MIT
lightfm (π₯28 Β· β 5K Β· π) - A Python implementation of LightFM, a hybrid recommendation.. Apache-2
scikit-surprise (π₯27 Β· β 6.7K Β· π) - A Python scikit for building and analyzing recommender.. BSD-3
TF Ranking (π₯26 Β· β 2.8K Β· π) - Learning to Rank in TensorFlow. Apache-2
fastFM (π₯22 Β· β 1.1K Β· π) - fastFM: A Library for Factorization Machines. BSD-3
tensorrec (π₯21 Β· β 1.3K Β· π) - A TensorFlow recommendation algorithm and framework in.. Apache-2
Spotlight (π₯18 Β· β 3K Β· π) - Deep recommender models using PyTorch. MIT
recmetrics (π₯18 Β· β 580 Β· π) - A library of metrics for evaluating recommender systems. MIT
Case Recommender (π₯18 Β· β 500 Β· π) - Case Recommender: A Flexible and Extensible Python.. MIT
OpenRec (π₯16 Β· β 420 Β· π) - OpenRec is an open-source and modular library for neural network-.. Apache-2
Collie (π₯10 Β· β 100 Β· π) - A library for preparing, training, and evaluating scalable deep.. BSD-3
Privacy Machine Learning
Libraries for encrypted and privacy-preserving machine learning using methods like federated learning & differential privacy.
Opacus (π₯32 Β· β 1.9K) - Training PyTorch models with differential privacy. Apache-2 
-
GitHub (π¨βπ» 87 Β· π 370 Β· π₯ 150 Β· π¦ 1.2K Β· π 340 - 19% open Β· β±οΈ 27.10.2025):
git clone https://github.com/pytorch/opacus -
PyPi (π₯ 92K / month Β· π¦ 49 Β· β±οΈ 27.05.2025):
pip install opacus -
Conda (π₯ 28K Β· β±οΈ 09.07.2025):
conda install -c conda-forge opacus
PySyft (π₯31 Β· β 9.8K) - Perform data science on data that remains in someone elses server. Apache-2 
GitHub (π¨βπ» 520 Β· π 2K Β· π₯ 2.1K Β· π¦ 1 Β· π 3.4K - 1% open Β· β±οΈ 13.04.2025):
git clone https://github.com/OpenMined/PySyft
PyPi (π₯ 32K / month Β· π¦ 5 Β· β±οΈ 13.04.2025):
pip install syft
TensorFlow Privacy (π₯24 Β· β 2K) - Library for training machine learning models with.. Apache-2 
GitHub (π¨βπ» 60 Β· π 460 Β· π₯ 190 Β· π 210 - 55% open Β· β±οΈ 13.06.2025):
git clone https://github.com/tensorflow/privacy
PyPi (π₯ 18K / month Β· π¦ 21 Β· β±οΈ 14.02.2024):
pip install tensorflow-privacy
FATE (π₯23 Β· β 6K Β· π€) - An Industrial Grade Federated Learning Framework. Apache-2
GitHub (π¨βπ» 100 Β· π 1.6K Β· π¦ 1 Β· π 2.1K - 2% open Β· β±οΈ 19.11.2024):
git clone https://github.com/FederatedAI/FATE
PyPi (β±οΈ 06.05.2020):
pip install ETAF
CrypTen (π₯21 Β· β 1.6K Β· π€) - A framework for Privacy Preserving Machine Learning. MIT 
GitHub (π¨βπ» 40 Β· π 290 Β· π 280 - 28% open Β· β±οΈ 23.11.2024):
git clone https://github.com/facebookresearch/CrypTen
PyPi (π₯ 600 / month Β· π¦ 1 Β· β±οΈ 08.12.2022):
pip install crypten
Show 2 hidden projects...
TFEncrypted (π₯24 Β· β 1.2K Β· π) - A Framework for Encrypted Machine Learning in.. Apache-2
PipelineDP (π₯19 Β· β 280) - PipelineDP is a Python framework for applying differentially.. Apache-2
Workflow & Experiment Tracking
Libraries to organize, track, and visualize machine learning experiments.
mlflow (π₯47 Β· β 23K) - The open source developer platform to build AI/LLM applications and.. Apache-2
wandb client (π₯44 Β· β 10K) - The AI developer platform. Use Weights & Biases to train and fine-.. MIT
GitHub (π¨βπ» 220 Β· π 790 Β· π₯ 1.2K Β· π¦ 84K Β· π 3.7K - 18% open Β· β±οΈ 30.10.2025):
git clone https://github.com/wandb/client
PyPi (π₯ 20M / month Β· π¦ 2.3K Β· β±οΈ 28.10.2025):
pip install wandb
Conda (π₯ 1.2M Β· β±οΈ 30.10.2025):
conda install -c conda-forge wandb
DVC (π₯42 Β· β 15K) - Data Versioning and ML Experiments. Apache-2
GitHub (π¨βπ» 320 Β· π 1.2K Β· π¦ 24K Β· π 4.9K - 4% open Β· β±οΈ 28.10.2025):
git clone https://github.com/iterative/dvc
PyPi (π₯ 1.5M / month Β· π¦ 140 Β· β±οΈ 02.09.2025):
pip install dvc
Conda (π₯ 3.1M Β· β±οΈ 02.09.2025):
conda install -c conda-forge dvc
Tensorboard (π₯41 Β· β 7K) - TensorFlows Visualization Toolkit. Apache-2 
GitHub (π¨βπ» 330 Β· π 1.7K Β· π¦ 330K Β· π 2K - 36% open Β· β±οΈ 12.08.2025):
git clone https://github.com/tensorflow/tensorboard
PyPi (π₯ 31M / month Β· π¦ 2.8K Β· β±οΈ 17.07.2025):
pip install tensorboard
Conda (π₯ 6M Β· β±οΈ 18.07.2025):
conda install -c conda-forge tensorboard
SageMaker SDK (π₯41 Β· β 2.2K) - A library for training and deploying machine learning.. Apache-2 

GitHub (π¨βπ» 500 Β· π 1.2K Β· π¦ 6.2K Β· π 1.6K - 21% open Β· β±οΈ 29.10.2025):
git clone https://github.com/aws/sagemaker-python-sdk
PyPi (π₯ 27M / month Β· π¦ 210 Β· β±οΈ 29.10.2025):
pip install sagemaker
Conda (π₯ 1.8M Β· β±οΈ 30.10.2025):
conda install -c conda-forge sagemaker-python-sdk
Metaflow (π₯37 Β· β 9.6K) - Build, Manage and Deploy AI/ML Systems. Apache-2
GitHub (π¨βπ» 120 Β· π 930 Β· π¦ 950 Β· π 840 - 43% open Β· β±οΈ 29.10.2025):
git clone https://github.com/Netflix/metaflow
PyPi (π₯ 740K / month Β· π¦ 53 Β· β±οΈ 29.10.2025):
pip install metaflow
Conda (π₯ 340K Β· β±οΈ 29.10.2025):
conda install -c conda-forge metaflow
tensorboardX (π₯35 Β· β 8K) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
GitHub (π¨βπ» 85 Β· π 860 Β· π₯ 500 Β· π¦ 60K Β· π 470 - 18% open Β· β±οΈ 13.06.2025):
git clone https://github.com/lanpa/tensorboardX
PyPi (π₯ 4.5M / month Β· π¦ 740 Β· β±οΈ 10.06.2025):
pip install tensorboardX
Conda (π₯ 1.3M Β· β±οΈ 22.04.2025):
conda install -c conda-forge tensorboardx
PyCaret (π₯34 Β· β 9.6K Β· π€) - An open-source, low-code machine learning library in Python. MIT
GitHub (π¨βπ» 140 Β· π 1.8K Β· π₯ 730 Β· π¦ 7.9K Β· π 2.3K - 16% open Β· β±οΈ 06.03.2025):
git clone https://github.com/pycaret/pycaret
PyPi (π₯ 310K / month Β· π¦ 31 Β· β±οΈ 28.04.2024):
pip install pycaret
Conda (π₯ 78K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pycaret
ClearML (π₯34 Β· β 6.3K) - ClearML - Auto-Magical CI/CD to streamline your AI workload... Apache-2
GitHub (π¨βπ» 100 Β· π 710 Β· π₯ 3.5K Β· π¦ 1.9K Β· π 1.2K - 45% open Β· β±οΈ 27.10.2025):
git clone https://github.com/allegroai/clearml
PyPi (π₯ 500K / month Β· π¦ 78 Β· β±οΈ 22.10.2025):
pip install clearml
Docker Hub (π₯ 31K Β· β±οΈ 05.10.2020):
docker pull allegroai/trains
snakemake (π₯34 Β· β 2.6K) - This is the development home of the workflow management system.. MIT
GitHub (π¨βπ» 380 Β· π 610 Β· π¦ 2.5K Β· π 2.1K - 58% open Β· β±οΈ 29.10.2025):
git clone https://github.com/snakemake/snakemake
PyPi (π₯ 130K / month Β· π¦ 320 Β· β±οΈ 22.10.2025):
pip install snakemake
Conda (π₯ 1.5M Β· β±οΈ 28.10.2025):
conda install -c bioconda snakemake
kaggle (π₯33 Β· β 6.9K) - Official Kaggle API. Apache-2
GitHub (π¨βπ» 49 Β· π 1.2K Β· π¦ 21 Β· π 530 - 27% open Β· β±οΈ 28.10.2025):
git clone https://github.com/Kaggle/kaggle-api
PyPi (π₯ 610K / month Β· π¦ 240 Β· β±οΈ 08.05.2025):
pip install kaggle
Conda (π₯ 250K Β· β±οΈ 11.08.2025):
conda install -c conda-forge kaggle
aim (π₯32 Β· β 5.8K) - Aim An easy-to-use & supercharged open-source experiment tracker. Apache-2
GitHub (π¨βπ» 82 Β· π 360 Β· π¦ 1.1K Β· π 1.1K - 37% open Β· β±οΈ 26.06.2025):
git clone https://github.com/aimhubio/aim
PyPi (π₯ 120K / month Β· π¦ 56 Β· β±οΈ 11.06.2025):
pip install aim
Conda (π₯ 140K Β· β±οΈ 22.04.2025):
conda install -c conda-forge aim
AzureML SDK (π₯31 Β· β 4.3K Β· π€) - Python notebooks with ML and deep learning examples with Azure.. MIT
GitHub (π¨βπ» 65 Β· π 2.5K Β· π₯ 680 Β· π 1.5K - 26% open Β· β±οΈ 14.03.2025):
git clone https://github.com/Azure/MachineLearningNotebooks
PyPi (π₯ 2.2M / month Β· π¦ 31 Β· β±οΈ 11.04.2025):
pip install azureml-sdk
VisualDL (π₯29 Β· β 4.9K Β· π€) - Deep Learning Visualization Toolkit. Apache-2 
GitHub (π¨βπ» 36 Β· π 630 Β· π₯ 540 Β· π¦ 3.6K Β· π 510 - 30% open Β· β±οΈ 22.01.2025):
git clone https://github.com/PaddlePaddle/VisualDL
PyPi (π₯ 170K / month Β· π¦ 82 Β· β±οΈ 30.10.2024):
pip install visualdl
sacred (π₯29 Β· β 4.3K) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT
GitHub (π¨βπ» 110 Β· π 390 Β· π¦ 3.6K Β· π 560 - 18% open Β· β±οΈ 22.10.2025):
git clone https://github.com/IDSIA/sacred
PyPi (π₯ 48K / month Β· π¦ 60 Β· β±οΈ 26.11.2024):
pip install sacred
Conda (π₯ 9.9K Β· β±οΈ 22.04.2025):
conda install -c conda-forge sacred
Neptune.ai (π₯29 Β· β 620) - The experiment tracker for foundation model training. Apache-2
GitHub (π¨βπ» 57 Β· π 66 Β· π¦ 920 Β· π 260 - 12% open Β· β±οΈ 09.06.2025):
git clone https://github.com/neptune-ai/neptune-client
PyPi (π₯ 480K / month Β· π¦ 77 Β· β±οΈ 15.04.2025):
pip install neptune-client
Conda (π₯ 390K Β· β±οΈ 22.04.2025):
conda install -c conda-forge neptune-client
TNT (π₯28 Β· β 1.7K) - A lightweight library for PyTorch training tools and utilities. BSD-3 
GitHub (π¨βπ» 150 Β· π 290 Β· π 150 - 56% open Β· β±οΈ 09.10.2025):
git clone https://github.com/pytorch/tnt
PyPi (π₯ 9.4K / month Β· π¦ 24 Β· β±οΈ 29.07.2018):
pip install torchnet
livelossplot (π₯25 Β· β 1.3K Β· π€) - Live training loss plot in Jupyter Notebook for Keras,.. MIT 
GitHub (π¨βπ» 17 Β· π 140 Β· π¦ 1.9K Β· π 79 - 7% open Β· β±οΈ 03.01.2025):
git clone https://github.com/stared/livelossplot
PyPi (π₯ 19K / month Β· π¦ 16 Β· β±οΈ 03.01.2025):
pip install livelossplot
ml-metadata (π₯25 Β· β 660) - For recording and retrieving metadata associated with ML.. Apache-2
GitHub (π¨βπ» 23 Β· π 170 Β· π₯ 3K Β· π¦ 720 Β· π 130 - 41% open Β· β±οΈ 03.04.2025):
git clone https://github.com/google/ml-metadata
PyPi (π₯ 50K / month Β· π¦ 32 Β· β±οΈ 07.04.2025):
pip install ml-metadata
Labml (π₯24 Β· β 2.3K) - Monitor deep learning model training and hardware usage from your mobile.. MIT
GitHub (π¨βπ» 9 Β· π 140 Β· π¦ 240 Β· π 50 - 12% open Β· β±οΈ 10.04.2025):
git clone https://github.com/labmlai/labml
PyPi (π₯ 4.6K / month Β· π¦ 14 Β· β±οΈ 15.09.2024):
pip install labml
quinn (π₯24 Β· β 680 Β· π€) - pyspark methods to enhance developer productivity. Apache-2 
GitHub (π¨βπ» 31 Β· π 98 Β· π₯ 69 Β· π¦ 94 Β· π 130 - 27% open Β· β±οΈ 06.12.2024):
git clone https://github.com/MrPowers/quinn
PyPi (π₯ 750K / month Β· π¦ 7 Β· β±οΈ 13.02.2024):
pip install quinn
gokart (π₯24 Β· β 330) - Gokart solves reproducibility, task dependencies, constraints of good code,.. MIT
GitHub (π¨βπ» 48 Β· π 63 Β· π¦ 85 Β· π 100 - 31% open Β· β±οΈ 18.06.2025):
git clone https://github.com/m3dev/gokart
PyPi (π₯ 6.7K / month Β· π¦ 8 Β· β±οΈ 18.06.2025):
pip install gokart
Guild AI (π₯23 Β· β 890) - Experiment tracking, ML developer tools. Apache-2
GitHub (π¨βπ» 30 Β· π 90 Β· π₯ 32 Β· π¦ 110 Β· π 440 - 50% open Β· β±οΈ 29.04.2025):
git clone https://github.com/guildai/guildai
PyPi (π₯ 1.7K / month Β· β±οΈ 11.05.2022):
pip install guildai
TensorWatch (π₯22 Β· β 3.5K) - Debugging, monitoring and visualization for Python Machine Learning.. MIT
GitHub (π¨βπ» 15 Β· π 360 Β· π¦ 160 Β· π 70 - 75% open Β· β±οΈ 27.09.2025):
git clone https://github.com/microsoft/tensorwatch
PyPi (π₯ 1.4K / month Β· π¦ 7 Β· β±οΈ 04.03.2020):
pip install tensorwatch
keepsake (π₯18 Β· β 1.7K Β· π€) - Version control for machine learning. Apache-2
GitHub (π¨βπ» 18 Β· π 71 Β· π 190 - 65% open Β· β±οΈ 03.12.2024):
git clone https://github.com/replicate/keepsake
PyPi (π₯ 880 / month Β· π¦ 1 Β· β±οΈ 25.01.2021):
pip install keepsake
datmo (π₯17 Β· β 340) - Open source production model management tool for data scientists. MIT
GitHub (π¨βπ» 6 Β· π 30 Β· π¦ 7 Β· π 180 - 17% open Β· β±οΈ 23.06.2025):
git clone https://github.com/datmo/datmo
PyPi (π₯ 130 / month Β· β±οΈ 07.12.2018):
pip install datmo
CometML (π₯16) - Supercharging Machine Learning. MIT
[GitHub]():
git clone https://github.com/comet-ml/examples
PyPi (π₯ 570K / month Β· π¦ 100 Β· β±οΈ 29.10.2025):
pip install comet_ml
conda install -c anaconda comet_ml
Show 13 hidden projects...
Catalyst (π₯28 Β· β 3.4K Β· π) - Accelerated deep learning R&D. Apache-2
knockknock (π₯25 Β· β 2.8K Β· π) - Knock Knock: Get notified when your training ends with only two.. MIT
hiddenlayer (π₯22 Β· β 1.9K Β· π) - Neural network graphs and training metrics for.. MIT
SKLL (π₯22 Β· β 560 Β· π€) - SciKit-Learn Laboratory (SKLL) makes it easy to run machine.. βUnlicensed
TensorBoard Logger (π₯21 Β· β 630 Β· π) - Log TensorBoard events without touching TensorFlow. MIT
Studio.ml (π₯21 Β· β 380 Β· π) - Studio: Simplify and expedite model building process. Apache-2
lore (π₯20 Β· β 1.5K Β· π) - Lore makes machine learning approachable for Software Engineers and.. MIT
chitra (π₯17 Β· β 230) - A multi-functional library for full-stack Deep Learning. Simplifies.. Apache-2
steppy (π₯17 Β· β 140 Β· π) - Lightweight, Python library for fast and reproducible experimentation. MIT
MXBoard (π₯16 Β· β 320 Β· π) - Logging MXNet data for visualization in TensorBoard. Apache-2
caliban (π₯15 Β· β 500 Β· π) - Research workflows made easy, locally and in the Cloud. Apache-2
ModelChimp (π₯12 Β· β 130 Β· π) - Experiment tracking for machine and deep learning projects. BSD-2
traintool (π₯8 Β· β 12 Β· π) - Train off-the-shelf machine learning models in one.. Apache-2
Model Serialization & Deployment
Libraries to serialize models to files, convert between a variety of model formats, and optimize models for deployment.
onnx (π₯43 Β· β 20K) - Open standard for machine learning interoperability. Apache-2
GitHub (π¨βπ» 360 Β· π 3.8K Β· π₯ 25K Β· π¦ 49K Β· π 3.1K - 9% open Β· β±οΈ 29.10.2025):
git clone https://github.com/onnx/onnx
PyPi (π₯ 13M / month Β· π¦ 1.6K Β· β±οΈ 10.10.2025):
pip install onnx
Conda (π₯ 2.1M Β· β±οΈ 11.10.2025):
conda install -c conda-forge onnx
huggingface_hub (π₯40 Β· β 3K) - The official Python client for the Hugging Face Hub. Apache-2
GitHub (π¨βπ» 280 Β· π 830 Β· π 1.3K - 11% open Β· β±οΈ 30.10.2025):
git clone https://github.com/huggingface/huggingface_hub
PyPi (π₯ 120M / month Β· π¦ 4.1K Β· β±οΈ 28.10.2025):
pip install huggingface_hub
Conda (π₯ 4.2M Β· β±οΈ 28.10.2025):
conda install -c conda-forge huggingface_hub
BentoML (π₯36 Β· β 8.2K) - The easiest way to serve AI apps and models - Build Model Inference.. Apache-2
GitHub (π¨βπ» 260 Β· π 880 Β· π₯ 95 Β· π¦ 2.8K Β· π 1.1K - 11% open Β· β±οΈ 29.10.2025):
git clone https://github.com/bentoml/BentoML
PyPi (π₯ 180K / month Β· π¦ 44 Β· β±οΈ 29.10.2025):
pip install bentoml
Core ML Tools (π₯35 Β· β 5K) - Core ML tools contain supporting tools for Core ML model.. BSD-3
GitHub (π¨βπ» 200 Β· π 710 Β· π₯ 15K Β· π¦ 5.1K Β· π 1.6K - 26% open Β· β±οΈ 22.09.2025):
git clone https://github.com/apple/coremltools
PyPi (π₯ 1.1M / month Β· π¦ 110 Β· β±οΈ 28.07.2025):
pip install coremltools
Conda (π₯ 110K Β· β±οΈ 02.10.2025):
conda install -c conda-forge coremltools
TorchServe (π₯33 Β· β 4.4K Β· π€) - Serve, optimize and scale PyTorch models in production. Apache-2 
GitHub (π¨βπ» 220 Β· π 890 Β· π₯ 8K Β· π¦ 900 Β· π 1.7K - 25% open Β· β±οΈ 17.03.2025):
git clone https://github.com/pytorch/serve
PyPi (π₯ 97K / month Β· π¦ 26 Β· β±οΈ 30.09.2024):
pip install torchserve
Conda (π₯ 570K Β· β±οΈ 25.03.2025):
conda install -c pytorch torchserve
Docker Hub (π₯ 1.5M Β· β 32 Β· β±οΈ 30.09.2024):
docker pull pytorch/torchserve
hls4ml (π₯28 Β· β 1.7K) - Machine learning on FPGAs using HLS. Apache-2 

GitHub (π¨βπ» 82 Β· π 440 Β· π¦ 51 Β· π 480 - 41% open Β· β±οΈ 20.10.2025):
git clone https://github.com/fastmachinelearning/hls4ml
PyPi (π₯ 1.7K / month Β· π¦ 1 Β· β±οΈ 17.03.2025):
pip install hls4ml
Conda (π₯ 12K Β· β±οΈ 22.04.2025):
conda install -c conda-forge hls4ml
mmdnn (π₯25 Β· β 5.8K) - MMdnn is a set of tools to help users inter-operate among different deep.. MIT
GitHub (π¨βπ» 86 Β· π 960 Β· π₯ 4K Β· π¦ 160 Β· π 630 - 53% open Β· β±οΈ 07.08.2025):
git clone https://github.com/Microsoft/MMdnn
PyPi (π₯ 320 / month Β· β±οΈ 24.07.2020):
pip install mmdnn
Hummingbird (π₯24 Β· β 3.5K) - Hummingbird compiles trained ML models into tensor computation for.. MIT
GitHub (π¨βπ» 40 Β· π 290 Β· π₯ 930 Β· π 330 - 21% open Β· β±οΈ 17.07.2025):
git clone https://github.com/microsoft/hummingbird
PyPi (π₯ 7.6K / month Β· π¦ 7 Β· β±οΈ 25.10.2024):
pip install hummingbird-ml
Conda (π₯ 64K Β· β±οΈ 22.04.2025):
conda install -c conda-forge hummingbird-ml
tfdeploy (π₯15 Β· β 360 Β· π€) - Deploy tensorflow graphs for fast evaluation and export to.. BSD-3 
GitHub (π¨βπ» 4 Β· π 38 Β· π 34 - 32% open Β· β±οΈ 04.01.2025):
git clone https://github.com/riga/tfdeploy
PyPi (π₯ 100 / month Β· β±οΈ 30.03.2017):
pip install tfdeploy
Show 10 hidden projects...
m2cgen (π₯25 Β· β 2.9K Β· π) - Transform ML models into a native code (Java, C, Python, Go,.. MIT
sklearn-porter (π₯23 Β· β 1.3K Β· π) - Transpile trained scikit-learn estimators to C, Java,.. BSD-3
cortex (π₯22 Β· β 8K Β· π) - Production infrastructure for machine learning at scale. Apache-2
nebullvm (π₯21 Β· β 8.4K Β· π) - A collection of libraries to optimise AI model performances. Apache-2
Larq Compute Engine (π₯20 Β· β 250) - Highly optimized inference engine for Binarized.. Apache-2
pytorch2keras (π₯19 Β· β 860 Β· π) - PyTorch to Keras model convertor. MIT
OMLT (π₯19 Β· β 340) - Represent trained machine learning models as Pyomo optimization.. βUnlicensed
modelkit (π₯17 Β· β 150 Β· π) - Toolkit for developing and maintaining ML models. MIT
backprop (π₯14 Β· β 240 Β· π) - Backprop makes it simple to use, finetune, and deploy state-of-.. Apache-2
ml-ane-transformers (π₯13 Β· β 2.7K Β· π) - Reference implementation of the Transformer.. βUnlicensed
Model Interpretability
Libraries to visualize, explain, debug, evaluate, and interpret machine learning models.
shap (π₯42 Β· β 25K) - A game theoretic approach to explain the output of any machine learning model. MIT
arviz (π₯37 Β· β 1.7K) - Exploratory analysis of Bayesian models with Python. Apache-2
GitHub (π¨βπ» 180 Β· π 460 Β· π₯ 190 Β· π¦ 11K Β· π 900 - 19% open Β· β±οΈ 22.10.2025):
git clone https://github.com/arviz-devs/arviz
PyPi (π₯ 3.7M / month Β· π¦ 410 Β· β±οΈ 09.07.2025):
pip install arviz
Conda (π₯ 2.5M Β· β±οΈ 10.07.2025):
conda install -c conda-forge arviz
Netron (π₯36 Β· β 32K) - Visualizer for neural network, deep learning and machine learning.. MIT 

GitHub (π¨βπ» 2 Β· π 3K Β· π₯ 160K Β· π¦ 13 Β· π 1.2K - 1% open Β· β±οΈ 29.10.2025):
git clone https://github.com/lutzroeder/netron
PyPi (π₯ 43K / month Β· π¦ 92 Β· β±οΈ 23.10.2025):
pip install netron
evaluate (π₯34 Β· β 2.4K) - Evaluate: A library for easily evaluating machine learning models.. Apache-2
GitHub (π¨βπ» 130 Β· π 290 Β· π¦ 24K Β· π 390 - 62% open Β· β±οΈ 25.09.2025):
git clone https://github.com/huggingface/evaluate
PyPi (π₯ 3.6M / month Β· π¦ 660 Β· β±οΈ 18.09.2025):
pip install evaluate
InterpretML (π₯33 Β· β 6.7K) - Fit interpretable models. Explain blackbox machine learning. MIT 
GitHub (π¨βπ» 53 Β· π 770 Β· π¦ 930 Β· π 490 - 22% open Β· β±οΈ 24.10.2025):
git clone https://github.com/interpretml/interpret
PyPi (π₯ 230K / month Β· π¦ 58 Β· β±οΈ 14.10.2025):
pip install interpret
Captum (π₯33 Β· β 5.4K) - Model interpretability and understanding for PyTorch. BSD-3 
GitHub (π¨βπ» 140 Β· π 540 Β· π¦ 3.5K Β· π 610 - 41% open Β· β±οΈ 23.10.2025):
git clone https://github.com/pytorch/captum
PyPi (π₯ 330K / month Β· π¦ 170 Β· β±οΈ 27.03.2025):
pip install captum
Conda (π₯ 130K Β· β±οΈ 22.04.2025):
conda install -c conda-forge captum
DoWhy (π₯30 Β· β 7.8K) - DoWhy is a Python library for causal inference that supports explicit.. MIT
GitHub (π¨βπ» 100 Β· π 980 Β· π₯ 43 Β· π¦ 660 Β· π 510 - 27% open Β· β±οΈ 28.10.2025):
git clone https://github.com/py-why/dowhy
PyPi (π₯ 83K / month Β· π¦ 28 Β· β±οΈ 12.07.2025):
pip install dowhy
Conda (π₯ 51K Β· β±οΈ 13.07.2025):
conda install -c conda-forge dowhy
shapash (π₯30 Β· β 3K) - Shapash: User-friendly Explainability and Interpretability to.. Apache-2 
GitHub (π¨βπ» 43 Β· π 350 Β· π¦ 200 Β· π 240 - 16% open Β· β±οΈ 03.10.2025):
git clone https://github.com/MAIF/shapash
PyPi (π₯ 7.5K / month Β· π¦ 4 Β· β±οΈ 24.07.2025):
pip install shapash
explainerdashboard (π₯30 Β· β 2.5K) - Quickly build Explainable AI dashboards that show the inner.. MIT
GitHub (π¨βπ» 23 Β· π 340 Β· π¦ 650 Β· π 240 - 16% open Β· β±οΈ 01.08.2025):
git clone https://github.com/oegedijk/explainerdashboard
PyPi (π₯ 42K / month Β· π¦ 15 Β· β±οΈ 03.06.2025):
pip install explainerdashboard
Conda (π₯ 75K Β· β±οΈ 04.06.2025):
conda install -c conda-forge explainerdashboard
fairlearn (π₯30 Β· β 2.1K) - A Python package to assess and improve fairness of machine.. MIT 
GitHub (π¨βπ» 100 Β· π 470 Β· π¦ 3 Β· π 520 - 24% open Β· β±οΈ 27.10.2025):
git clone https://github.com/fairlearn/fairlearn
PyPi (π₯ 160K / month Β· π¦ 80 Β· β±οΈ 19.10.2025):
pip install fairlearn
Conda (π₯ 55K Β· β±οΈ 22.04.2025):
conda install -c conda-forge fairlearn
dtreeviz (π₯28 Β· β 3.1K Β· π€) - A python library for decision tree visualization and model.. MIT
GitHub (π¨βπ» 27 Β· π 340 Β· π¦ 1.6K Β· π 210 - 35% open Β· β±οΈ 06.03.2025):
git clone https://github.com/parrt/dtreeviz
PyPi (π₯ 110K / month Β· π¦ 53 Β· β±οΈ 07.07.2022):
pip install dtreeviz
Conda (π₯ 120K Β· β±οΈ 22.04.2025):
conda install -c conda-forge dtreeviz
Model Analysis (π₯27 Β· β 1.3K) - Model analysis tools for TensorFlow. Apache-2 

GitHub (π¨βπ» 61 Β· π 280 Β· π 97 - 39% open Β· β±οΈ 06.08.2025):
git clone https://github.com/tensorflow/model-analysis
PyPi (π₯ 200K / month Β· π¦ 20 Β· β±οΈ 23.06.2025):
pip install tensorflow-model-analysis
Fairness 360 (π₯26 Β· β 2.7K) - A comprehensive set of fairness metrics for datasets and.. Apache-2
GitHub (π¨βπ» 73 Β· π 870 Β· π¦ 740 Β· π 300 - 65% open Β· β±οΈ 16.10.2025):
git clone https://github.com/Trusted-AI/AIF360
PyPi (π₯ 29K / month Β· π¦ 32 Β· β±οΈ 08.04.2024):
pip install aif360
Conda (π₯ 29K Β· β±οΈ 22.04.2025):
conda install -c conda-forge aif360
imodels (π₯26 Β· β 1.5K) - Interpretable ML package for concise, transparent, and accurate.. MIT
GitHub (π¨βπ» 27 Β· π 130 Β· π¦ 130 Β· π 98 - 38% open Β· β±οΈ 26.08.2025):
git clone https://github.com/csinva/imodels
PyPi (π₯ 30K / month Β· π¦ 12 Β· β±οΈ 26.08.2025):
pip install imodels
LIT (π₯25 Β· β 3.6K Β· π€) - The Learning Interpretability Tool: Interactively analyze ML models.. Apache-2
GitHub (π¨βπ» 38 Β· π 360 Β· π 210 - 57% open Β· β±οΈ 20.12.2024):
git clone https://github.com/PAIR-code/lit
PyPi (π₯ 11K / month Β· π¦ 3 Β· β±οΈ 20.12.2024):
pip install lit-nlp
Conda (π₯ 130K Β· β±οΈ 22.04.2025):
conda install -c conda-forge lit-nlp
responsible-ai-widgets (π₯25 Β· β 1.6K Β· π€) - Responsible AI Toolbox is a suite of tools providing.. MIT 


GitHub (π¨βπ» 43 Β· π 430 Β· π 330 - 28% open Β· β±οΈ 07.02.2025):
git clone https://github.com/microsoft/responsible-ai-toolbox
PyPi (π₯ 10K / month Β· π¦ 6 Β· β±οΈ 08.07.2024):
pip install raiwidgets
aequitas (π₯25 Β· β 730 Β· π€) - Bias Auditing & Fair ML Toolkit. MIT
GitHub (π¨βπ» 23 Β· π 120 Β· π¦ 200 Β· π 99 - 51% open Β· β±οΈ 25.03.2025):
git clone https://github.com/dssg/aequitas
PyPi (π₯ 19K / month Β· π¦ 8 Β· β±οΈ 30.01.2024):
pip install aequitas
Explainability 360 (π₯24 Β· β 1.7K Β· π€) - Interpretability and explainability of data and.. Apache-2
GitHub (π¨βπ» 41 Β· π 310 Β· π¦ 170 Β· π 86 - 62% open Β· β±οΈ 26.02.2025):
git clone https://github.com/Trusted-AI/AIX360
PyPi (π₯ 1.8K / month Β· π¦ 1 Β· β±οΈ 31.07.2023):
pip install aix360
keract (π₯24 Β· β 1.1K) - Layers Outputs and Gradients in Keras. Made easy. MIT 
GitHub (π¨βπ» 17 Β· π 190 Β· π¦ 260 Β· π 89 - 3% open Β· β±οΈ 07.04.2025):
git clone https://github.com/philipperemy/keract
PyPi (π₯ 8.8K / month Β· π¦ 7 Β· β±οΈ 07.04.2025):
pip install keract
DiCE (π₯23 Β· β 1.5K) - Generate Diverse Counterfactual Explanations for any machine.. MIT 

GitHub (π¨βπ» 23 Β· π 210 Β· π 190 - 49% open Β· β±οΈ 13.07.2025):
git clone https://github.com/interpretml/DiCE
PyPi (π₯ 48K / month Β· π¦ 13 Β· β±οΈ 13.07.2025):
pip install dice-ml
LOFO (π₯19 Β· β 840 Β· π€) - Leave One Feature Out Importance. MIT
GitHub (π¨βπ» 6 Β· π 87 Β· π¦ 42 Β· π 30 - 13% open Β· β±οΈ 14.02.2025):
git clone https://github.com/aerdem4/lofo-importance
PyPi (π₯ 1.5K / month Β· π¦ 5 Β· β±οΈ 14.02.2025):
pip install lofo-importance
random-forest-importances (π₯19 Β· β 620 Β· π€) - Code to compute permutation and drop-column.. MIT 
GitHub (π¨βπ» 16 Β· π 130 Β· π 39 - 20% open Β· β±οΈ 24.03.2025):
git clone https://github.com/parrt/random-forest-importances
PyPi (π₯ 16K / month Β· π¦ 5 Β· β±οΈ 28.01.2021):
pip install rfpimp
fairness-indicators (π₯18 Β· β 360) - Tensorflows Fairness Evaluation and Visualization.. Apache-2 

GitHub (π¨βπ» 39 Β· π 86 Β· π 45 - 77% open Β· β±οΈ 04.08.2025):
git clone https://github.com/tensorflow/fairness-indicators
PyPi (π₯ 1.1K / month Β· β±οΈ 25.06.2025):
pip install fairness-indicators
Show 32 hidden projects...
Lime (π₯32 Β· β 12K Β· π) - Lime: Explaining the predictions of any machine learning classifier. BSD-2
pyLDAvis (π₯29 Β· β 1.8K Β· π) - Python library for interactive topic model visualization... BSD-3
yellowbrick (π₯27 Β· β 4.4K Β· π) - Visual analysis and diagnostic tools to facilitate.. Apache-2
Deep Checks (π₯27 Β· β 3.9K) - Deepchecks: Tests for Continuous Validation of ML Models &.. βοΈAGPL-3.0
Alibi (π₯27 Β· β 2.6K) - Algorithms for explaining machine learning models. βοΈIntel
scikit-plot (π₯27 Β· β 2.4K Β· π) - An intuitive library to add plotting functionality to.. MIT
DALEX (π₯27 Β· β 1.4K) - moDel Agnostic Language for Exploration and eXplanation (JMLR 2018;.. βοΈGPL-3.0
eli5 (π₯26 Β· β 2.8K Β· π) - A library for debugging/inspecting machine learning classifiers and.. MIT
iNNvestigate (π₯26 Β· β 1.3K Β· π) - A toolbox to iNNvestigate neural networks predictions!. BSD-2
Lucid (π₯25 Β· β 4.7K Β· π) - A collection of infrastructure and tools for research in.. Apache-2
keras-vis (π₯25 Β· β 3K Β· π) - Neural network visualization toolkit for keras. MIT
CausalNex (π₯24 Β· β 2.4K Β· π) - A Python library that helps data scientists to infer.. Apache-2
checklist (π₯24 Β· β 2K Β· π) - Beyond Accuracy: Behavioral Testing of NLP models with CheckList. MIT
What-If Tool (π₯23 Β· β 980 Β· π) - Source code/webpage/demos for the What-If Tool. Apache-2
tf-explain (π₯22 Β· β 1K Β· π) - Interpretability Methods for tf.keras models with Tensorflow.. MIT
deeplift (π₯22 Β· β 870 Β· π) - Public facing deeplift repo. MIT
TreeInterpreter (π₯22 Β· β 760 Β· π) - Package for interpreting scikit-learns decision tree.. BSD-3
Quantus (π₯22 Β· β 630) - Quantus is an eXplainable AI toolkit for responsible evaluation of.. βοΈGPL-3.0
XAI (π₯21 Β· β 1.2K Β· π) - XAI - An eXplainability toolbox for machine learning. MIT
tcav (π₯20 Β· β 640 Β· π) - Code for the TCAV ML interpretability project. Apache-2
ecco (π₯19 Β· β 2.1K Β· π) - Explain, analyze, and visualize NLP language models. Ecco creates.. BSD-3
sklearn-evaluation (π₯17 Β· β 460 Β· π) - Machine learning model evaluation made easy: plots,.. MIT
model-card-toolkit (π₯17 Β· β 440 Β· π) - A toolkit that streamlines and automates the.. Apache-2
Anchor (π₯16 Β· β 810 Β· π) - Code for High-Precision Model-Agnostic Explanations paper. BSD-2
FlashTorch (π₯15 Β· β 740 Β· π) - Visualization toolkit for neural networks in PyTorch! Demo --. MIT
ExplainX.ai (π₯15 Β· β 440 Β· π) - Explainable AI framework for data scientists. Explain & debug any.. MIT
effector (π₯15 Β· β 120) - Effector - a Python package for global and regional effect methods. MIT
Skater (π₯14 Β· β 1.1K) - Python Library for Model Interpretation/Explanations. βοΈUPL-1.0
interpret-text (π₯14 Β· β 430 Β· π) - A library that incorporates state-of-the-art explainers.. MIT
bias-detector (π₯13 Β· β 45 Β· π) - Bias Detector is a python package for detecting bias in machine.. MIT
Attribution Priors (π₯12 Β· β 120 Β· π) - Tools for training explainable models using.. MIT
contextual-ai (π₯12 Β· β 87 Β· π) - Contextual AI adds explainability to different stages of.. Apache-2
Vector Similarity Search (ANN)
Libraries for Approximate Nearest Neighbor Search and Vector Indexing/Similarity Search.
π ANN Benchmarks ( β 5.5K) - Benchmarks of approximate nearest neighbor libraries in Python.
Milvus (π₯43 Β· β 38K) - Milvus is a high-performance, cloud-native vector database built for.. Apache-2
-
GitHub (π¨βπ» 330 Β· π 3.5K Β· π₯ 290K Β· π 15K - 5% open Β· β±οΈ 30.10.2025):
git clone https://github.com/milvus-io/milvus -
PyPi (π₯ 3.3M / month Β· π¦ 350 Β· β±οΈ 19.09.2025):
pip install pymilvus -
Docker Hub (π₯ 72M Β· β 90 Β· β±οΈ 30.10.2025):
docker pull milvusdb/milvus
Faiss (π₯42 Β· β 38K Β· π) - A library for efficient similarity search and clustering of dense vectors. MIT
GitHub (π¨βπ» 260 Β· π 4K Β· π¦ 5K Β· π 2.7K - 9% open Β· β±οΈ 30.10.2025):
git clone https://github.com/facebookresearch/faiss
PyPi (π₯ 3.3M / month Β· π¦ 350 Β· β±οΈ 19.09.2025):
pip install pymilvus
Conda (π₯ 3M Β· β±οΈ 22.04.2025):
conda install -c conda-forge faiss
Annoy (π₯35 Β· β 14K) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.. Apache-2
GitHub (π¨βπ» 90 Β· π 1.2K Β· π¦ 5.4K Β· π 420 - 16% open Β· β±οΈ 29.10.2025):
git clone https://github.com/spotify/annoy
PyPi (π₯ 1M / month Β· π¦ 200 Β· β±οΈ 14.06.2023):
pip install annoy
Conda (π₯ 800K Β· β±οΈ 01.09.2025):
conda install -c conda-forge python-annoy
USearch (π₯33 Β· β 3.2K) - Fast Open-Source Search & Clustering engine for Vectors & Arbitrary.. Apache-2
GitHub (π¨βπ» 81 Β· π 230 Β· π₯ 110K Β· π¦ 210 Β· π 250 - 32% open Β· β±οΈ 29.10.2025):
git clone https://github.com/unum-cloud/usearch
PyPi (π₯ 140K / month Β· π¦ 44 Β· β±οΈ 04.09.2025):
pip install usearch
npm (π₯ 18K / month Β· π¦ 23 Β· β±οΈ 29.10.2025):
npm install usearch
Docker Hub (π₯ 480 Β· β 1 Β· β±οΈ 29.10.2025):
docker pull unum/usearch
NMSLIB (π₯32 Β· β 3.5K) - Non-Metric Space Library (NMSLIB): An efficient similarity search.. Apache-2
GitHub (π¨βπ» 49 Β· π 460 Β· π¦ 1.4K Β· π 440 - 20% open Β· β±οΈ 22.10.2025):
git clone https://github.com/nmslib/nmslib
PyPi (π₯ 280K / month Β· π¦ 67 Β· β±οΈ 23.10.2025):
pip install nmslib
Conda (π₯ 230K Β· β±οΈ 30.08.2025):
conda install -c conda-forge nmslib
PyNNDescent (π₯28 Β· β 950) - A Python nearest neighbor descent for approximate nearest neighbors. BSD-2
GitHub (π¨βπ» 31 Β· π 110 Β· π¦ 13K Β· π 140 - 53% open Β· β±οΈ 17.10.2025):
git clone https://github.com/lmcinnes/pynndescent
PyPi (π₯ 2.5M / month Β· π¦ 160 Β· β±οΈ 17.06.2024):
pip install pynndescent
Conda (π₯ 2.5M Β· β±οΈ 22.04.2025):
conda install -c conda-forge pynndescent
NGT (π₯22 Β· β 1.3K) - Nearest Neighbor Search with Neighborhood Graph and Tree for High-.. Apache-2
GitHub (π¨βπ» 19 Β· π 120 Β· π 150 - 18% open Β· β±οΈ 15.10.2025):
git clone https://github.com/yahoojapan/NGT
PyPi (π₯ 1.8K / month Β· π¦ 12 Β· β±οΈ 26.02.2025):
pip install ngt
Show 5 hidden projects...
hnswlib (π₯32 Β· β 5K Β· π) - Header-only C++/python library for fast approximate nearest.. Apache-2
NearPy (π₯22 Β· β 770 Β· π) - Python framework for fast (approximated) nearest neighbour search in.. MIT
N2 (π₯22 Β· β 580 Β· π) - TOROS N2 - lightweight approximate Nearest Neighbor library which runs.. Apache-2
Magnitude (π₯20 Β· β 1.7K Β· π) - A fast, efficient universal vector embedding utility package. MIT
PySparNN (π₯11 Β· β 920 Β· π) - Approximate Nearest Neighbor Search for Sparse Data in Python!. BSD-3
Probabilistics & Statistics
Libraries providing capabilities for probabilistic programming/reasoning, bayesian inference, gaussian processes, or statistics.
PyMC3 (π₯40 Β· β 9.3K) - Bayesian Modeling and Probabilistic Programming in Python. Apache-2
-
GitHub (π¨βπ» 530 Β· π 2.1K Β· π₯ 140 Β· π¦ 7.7K Β· π 3.6K - 11% open Β· β±οΈ 28.10.2025):
git clone https://github.com/pymc-devs/pymc -
PyPi (π₯ 330K / month Β· π¦ 190 Β· β±οΈ 31.05.2024):
pip install pymc3 -
Conda (π₯ 860K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pymc3
tensorflow-probability (π₯35 Β· β 4.4K) - Probabilistic reasoning and statistical analysis in.. Apache-2 
GitHub (π¨βπ» 500 Β· π 1.1K Β· π¦ 4 Β· π 1.5K - 48% open Β· β±οΈ 22.10.2025):
git clone https://github.com/tensorflow/probability
PyPi (π₯ 880K / month Β· π¦ 620 Β· β±οΈ 08.11.2024):
pip install tensorflow-probability
Conda (π₯ 200K Β· β±οΈ 22.04.2025):
conda install -c conda-forge tensorflow-probability
GPyTorch (π₯34 Β· β 3.8K) - A highly efficient implementation of Gaussian Processes in PyTorch. MIT 
GitHub (π¨βπ» 140 Β· π 580 Β· π¦ 3.2K Β· π 1.4K - 28% open Β· β±οΈ 14.10.2025):
git clone https://github.com/cornellius-gp/gpytorch
PyPi (π₯ 500K / month Β· π¦ 250 Β· β±οΈ 14.10.2025):
pip install gpytorch
Conda (π₯ 230K Β· β±οΈ 18.10.2025):
conda install -c conda-forge gpytorch
pgmpy (π₯34 Β· β 3.1K) - Python library for causal inference and probabilistic modeling. MIT
GitHub (π¨βπ» 180 Β· π 860 Β· π₯ 680 Β· π¦ 1.7K Β· π 1.1K - 27% open Β· β±οΈ 29.10.2025):
git clone https://github.com/pgmpy/pgmpy
PyPi (π₯ 120K / month Β· π¦ 72 Β· β±οΈ 31.03.2025):
pip install pgmpy
patsy (π₯34 Β· β 980) - Describing statistical models in Python using symbolic formulas. BSD-2
GitHub (π¨βπ» 23 Β· π 100 Β· π¦ 130K Β· π 160 - 46% open Β· β±οΈ 20.10.2025):
git clone https://github.com/pydata/patsy
PyPi (π₯ 22M / month Β· π¦ 680 Β· β±οΈ 20.10.2025):
pip install patsy
Conda (π₯ 19M Β· β±οΈ 20.10.2025):
conda install -c conda-forge patsy
Pyro (π₯32 Β· β 8.9K) - Deep universal probabilistic programming with Python and PyTorch. Apache-2 
GitHub (π¨βπ» 160 Β· π 1K Β· π 1.1K - 24% open Β· β±οΈ 09.07.2025):
git clone https://github.com/pyro-ppl/pyro
PyPi (π₯ 630K / month Β· π¦ 190 Β· β±οΈ 02.06.2024):
pip install pyro-ppl
Conda (π₯ 280K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pyro-ppl
SALib (π₯31 Β· β 960) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and.. MIT
GitHub (π¨βπ» 54 Β· π 250 Β· π¦ 1.6K Β· π 350 - 18% open Β· β±οΈ 12.10.2025):
git clone https://github.com/SALib/SALib
PyPi (π₯ 250K / month Β· π¦ 190 Β· β±οΈ 12.10.2025):
pip install salib
Conda (π₯ 290K Β· β±οΈ 12.10.2025):
conda install -c conda-forge salib
hmmlearn (π₯30 Β· β 3.3K Β· π€) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3 
GitHub (π¨βπ» 49 Β· π 740 Β· π¦ 3.7K Β· π 450 - 16% open Β· β±οΈ 31.10.2024):
git clone https://github.com/hmmlearn/hmmlearn
PyPi (π₯ 240K / month Β· π¦ 92 Β· β±οΈ 31.10.2024):
pip install hmmlearn
Conda (π₯ 430K Β· β±οΈ 10.09.2025):
conda install -c conda-forge hmmlearn
emcee (π₯30 Β· β 1.5K) - The Python ensemble sampling toolkit for affine-invariant MCMC. MIT
GitHub (π¨βπ» 76 Β· π 430 Β· π¦ 3.2K Β· π 300 - 19% open Β· β±οΈ 14.10.2025):
git clone https://github.com/dfm/emcee
PyPi (π₯ 170K / month Β· π¦ 440 Β· β±οΈ 19.04.2024):
pip install emcee
Conda (π₯ 510K Β· β±οΈ 22.04.2025):
conda install -c conda-forge emcee
GPflow (π₯29 Β· β 1.9K) - Gaussian processes in TensorFlow. Apache-2 
GitHub (π¨βπ» 84 Β· π 430 Β· π¦ 790 Β· π 840 - 19% open Β· β±οΈ 29.05.2025):
git clone https://github.com/GPflow/GPflow
PyPi (π₯ 32K / month Β· π¦ 43 Β· β±οΈ 29.05.2025):
pip install gpflow
Conda (π₯ 51K Β· β±οΈ 22.04.2025):
conda install -c conda-forge gpflow
bambi (π₯29 Β· β 1.2K) - BAyesian Model-Building Interface (Bambi) in Python. MIT
GitHub (π¨βπ» 47 Β· π 140 Β· π¦ 220 Β· π 460 - 21% open Β· β±οΈ 24.10.2025):
git clone https://github.com/bambinos/bambi
PyPi (π₯ 48K / month Β· π¦ 19 Β· β±οΈ 24.10.2025):
pip install bambi
Conda (π₯ 56K Β· β±οΈ 27.10.2025):
conda install -c conda-forge bambi
pomegranate (π₯26 Β· β 3.5K Β· π€) - Fast, flexible and easy to use probabilistic modelling in Python. MIT
GitHub (π¨βπ» 75 Β· π 590 Β· π 800 - 4% open Β· β±οΈ 07.02.2025):
git clone https://github.com/jmschrei/pomegranate
PyPi (π₯ 36K / month Β· π¦ 67 Β· β±οΈ 07.02.2025):
pip install pomegranate
Conda (π₯ 230K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pomegranate
scikit-posthocs (π₯24 Β· β 380) - Multiple Pairwise Comparisons (Post Hoc) Tests in Python. MIT 
GitHub (π¨βπ» 18 Β· π 41 Β· π₯ 67 Β· π¦ 1.2K Β· π 72 - 6% open Β· β±οΈ 11.09.2025):
git clone https://github.com/maximtrp/scikit-posthocs
PyPi (π₯ 120K / month Β· π¦ 73 Β· β±οΈ 29.03.2025):
pip install scikit-posthocs
Conda (π₯ 1.1M Β· β±οΈ 22.04.2025):
conda install -c conda-forge scikit-posthocs
pandas-ta (π₯23 Β· β 5.5K) - Technical Analysis Indicators - Pandas TA is an easy to use.. MIT 
GitHub (π¨βπ» 40 Β· π 1.1K):
git clone https://github.com/twopirllc/pandas-ta
PyPi (π₯ 290K / month Β· π¦ 190 Β· β±οΈ 14.09.2025):
pip install pandas-ta
Conda (π₯ 39K Β· β±οΈ 23.09.2025):
conda install -c conda-forge pandas-ta
Baal (π₯22 Β· β 910) - Bayesian active learning library for research and industrial usecases. Apache-2
GitHub (π¨βπ» 24 Β· π 87 Β· π¦ 67 Β· π 120 - 18% open Β· β±οΈ 07.10.2025):
git clone https://github.com/baal-org/baal
PyPi (π₯ 1.8K / month Β· π¦ 2 Β· β±οΈ 24.06.2025):
pip install baal
Conda (π₯ 15K Β· β±οΈ 22.04.2025):
conda install -c conda-forge baal
Orbit (π₯21 Β· β 2K) - A Python package for Bayesian forecasting with object-oriented design.. Apache-2
GitHub (π¨βπ» 21 Β· π 140 Β· π 410 - 13% open Β· β±οΈ 05.06.2025):
git clone https://github.com/uber/orbit
PyPi (π₯ 24K / month Β· π¦ 1 Β· β±οΈ 01.04.2024):
pip install orbit-ml
pyhsmm (π₯21 Β· β 570 Β· π€) - Bayesian inference in HSMMs and HMMs. MIT
GitHub (π¨βπ» 14 Β· π 170 Β· π¦ 35 Β· π 100 - 39% open Β· β±οΈ 25.01.2025):
git clone https://github.com/mattjj/pyhsmm
PyPi (π₯ 300 / month Β· π¦ 1 Β· β±οΈ 10.05.2017):
pip install pyhsmm
TorchUncertainty (π₯20 Β· β 440 Β· π) - Open-source framework for uncertainty and deep.. Apache-2 
GitHub (π¨βπ» 13 Β· π 35 Β· π 67 - 23% open Β· β±οΈ 31.07.2025):
git clone https://github.com/ENSTA-U2IS-AI/torch-uncertainty
PyPi (π₯ 920 / month Β· π¦ 4 Β· β±οΈ 31.07.2025):
pip install torch-uncertainty
Show 6 hidden projects...
filterpy (π₯31 Β· β 3.7K Β· π) - Python Kalman filtering and optimal estimation library. Implements.. MIT
pingouin (π₯29 Β· β 1.8K) - Statistical package in Python based on Pandas. βοΈGPL-3.0
Edward (π₯27 Β· β 4.8K Β· π) - A probabilistic programming language in TensorFlow. Deep.. Apache-2
PyStan (π₯27 Β· β 360 Β· π) - PyStan, a Python interface to Stan, a platform for statistical.. ISC
Funsor (π₯21 Β· β 240 Β· π) - Functional tensors for probabilistic programming. Apache-2
ZhuSuan (π₯15 Β· β 2.2K Β· π) - A probabilistic programming library for Bayesian deep learning,.. MIT
Adversarial Robustness
Libraries for testing the robustness of machine learning models against attacks with adversarial/malicious examples.
ART (π₯34 Β· β 5.6K) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
-
GitHub (π¨βπ» 140 Β· π 1.2K Β· π¦ 770 Β· π 910 - 1% open Β· β±οΈ 17.10.2025):
git clone https://github.com/Trusted-AI/adversarial-robustness-toolbox -
PyPi (π₯ 29K / month Β· π¦ 25 Β· β±οΈ 07.07.2025):
pip install adversarial-robustness-toolbox -
Conda (π₯ 85K Β· β±οΈ 07.07.2025):
conda install -c conda-forge adversarial-robustness-toolbox
TextAttack (π₯28 Β· β 3.3K) - TextAttack is a Python framework for adversarial attacks, data.. MIT
GitHub (π¨βπ» 67 Β· π 420 Β· π¦ 430 Β· π 290 - 23% open Β· β±οΈ 10.07.2025):
git clone https://github.com/QData/TextAttack
PyPi (π₯ 9.1K / month Β· π¦ 11 Β· β±οΈ 11.03.2024):
pip install textattack
Conda (π₯ 11K Β· β±οΈ 22.04.2025):
conda install -c conda-forge textattack
Show 7 hidden projects...
CleverHans (π₯29 Β· β 6.4K Β· π) - An adversarial example library for constructing attacks,.. MIT
Foolbox (π₯28 Β· β 2.9K Β· π) - A Python toolbox to create adversarial examples that fool neural.. MIT
advertorch (π₯24 Β· β 1.4K Β· π) - A Toolbox for Adversarial Robustness Research. βοΈGPL-3.0
robustness (π₯20 Β· β 950 Β· π) - A library for experimenting with, training and evaluating neural.. MIT
AdvBox (π₯19 Β· β 1.4K Β· π) - Advbox is a toolbox to generate adversarial examples that fool.. Apache-2
textflint (π₯17 Β· β 650 Β· π) - Unified Multilingual Robustness Evaluation Toolkit for.. βοΈGPL-3.0
Adversary (π₯15 Β· β 400 Β· π) - Tool to generate adversarial text examples and test machine.. MIT
GPU & Accelerator Utilities
Libraries that require and make use of CUDA/GPU or other accelerator hardware capabilities to optimize machine learning tasks.
optimum (π₯37 Β· β 3.1K) - Accelerate inference and training of Transformers, Diffusers, TIMM.. Apache-2
cuDF (π₯35 Β· β 9.3K) - cuDF - GPU DataFrame Library. Apache-2
GitHub (π¨βπ» 310 Β· π 980 Β· π¦ 64 Β· π 7.3K - 15% open Β· β±οΈ 30.10.2025):
git clone https://github.com/rapidsai/cudf
PyPi (π₯ 2.8K / month Β· π¦ 22 Β· β±οΈ 01.06.2020):
pip install cudf
PyCUDA (π₯33 Β· β 2K) - CUDA integration for Python, plus shiny features. MIT
GitHub (π¨βπ» 83 Β· π 300 Β· π¦ 4K Β· π 290 - 29% open Β· β±οΈ 12.10.2025):
git clone https://github.com/inducer/pycuda
PyPi (π₯ 66K / month Β· π¦ 200 Β· β±οΈ 09.09.2025):
pip install pycuda
Conda (π₯ 1.1M Β· β±οΈ 27.10.2025):
conda install -c conda-forge pycuda
Apex (π₯32 Β· β 8.8K) - A PyTorch Extension: Tools for easy mixed precision and distributed.. BSD-3 
GitHub (π¨βπ» 140 Β· π 1.4K Β· π¦ 3.3K Β· π 1.3K - 57% open Β· β±οΈ 29.10.2025):
git clone https://github.com/NVIDIA/apex
Conda (π₯ 580K Β· β±οΈ 26.07.2025):
conda install -c conda-forge nvidia-apex
cuML (π₯31 Β· β 5K) - cuML - RAPIDS Machine Learning Library. Apache-2
GitHub (π¨βπ» 190 Β· π 600 Β· π 3K - 31% open Β· β±οΈ 30.10.2025):
git clone https://github.com/rapidsai/cuml
PyPi (π₯ 2.5K / month Β· π¦ 14 Β· β±οΈ 01.06.2020):
pip install cuml
gpustat (π₯29 Β· β 4.3K) - A simple command-line utility for querying and monitoring GPU status. MIT
GitHub (π¨βπ» 17 Β· π 280 Β· π¦ 7.9K Β· π 130 - 22% open Β· β±οΈ 13.04.2025):
git clone https://github.com/wookayin/gpustat
PyPi (π₯ 1.1M / month Β· π¦ 150 Β· β±οΈ 22.08.2023):
pip install gpustat
Conda (π₯ 310K Β· β±οΈ 22.04.2025):
conda install -c conda-forge gpustat
ArrayFire (π₯28 Β· β 4.8K) - ArrayFire: a general purpose GPU library. BSD-3
GitHub (π¨βπ» 97 Β· π 540 Β· π₯ 9.6K Β· π 1.8K - 19% open Β· β±οΈ 28.07.2025):
git clone https://github.com/arrayfire/arrayfire
PyPi (π₯ 4.5K / month Β· π¦ 13 Β· β±οΈ 22.02.2022):
pip install arrayfire
cuGraph (π₯28 Β· β 2.1K) - cuGraph - RAPIDS Graph Analytics Library. Apache-2
GitHub (π¨βπ» 120 Β· π 340 Β· π 1.9K - 6% open Β· β±οΈ 29.10.2025):
git clone https://github.com/rapidsai/cugraph
PyPi (π₯ 550 / month Β· π¦ 4 Β· β±οΈ 01.06.2020):
pip install cugraph
Conda (π₯ 69K Β· β±οΈ 22.04.2025):
conda install -c conda-forge libcugraph
CuPy (π₯27 Β· β 11K) - NumPy & SciPy for GPU. MIT
GitHub (π¨βπ» 340 Β· π 950):
git clone https://github.com/cupy/cupy
PyPi (π₯ 39K / month Β· π¦ 400 Β· β±οΈ 18.08.2025):
pip install cupy
Conda (π₯ 7.2M Β· β±οΈ 14.09.2025):
conda install -c conda-forge cupy
Docker Hub (π₯ 92K Β· β 14 Β· β±οΈ 18.08.2025):
docker pull cupy/cupy
DALI (π₯25 Β· β 5.5K) - A GPU-accelerated library containing highly optimized building blocks.. Apache-2
GitHub (π¨βπ» 99 Β· π 650 Β· π 1.7K - 15% open Β· β±οΈ 30.10.2025):
git clone https://github.com/NVIDIA/DALI
Vulkan Kompute (π₯23 Β· β 2.4K) - General purpose GPU compute framework built on Vulkan to.. Apache-2
GitHub (π¨βπ» 35 Β· π 160 Β· π₯ 700 Β· π 230 - 32% open Β· β±οΈ 05.10.2025):
git clone https://github.com/KomputeProject/kompute
PyPi (π₯ 1.8K / month Β· β±οΈ 20.01.2024):
pip install kp
Show 9 hidden projects...
GPUtil (π₯25 Β· β 1.2K Β· π) - A Python module for getting the GPU status from NVIDA GPUs using.. MIT
scikit-cuda (π₯25 Β· β 990 Β· π) - Python interface to GPU-powered libraries. BSD-3
py3nvml (π₯22 Β· β 250 Β· π) - Python 3 Bindings for NVML library. Get NVIDIA GPU status inside.. BSD-3
BlazingSQL (π₯20 Β· β 2K Β· π) - BlazingSQL is a lightweight, GPU accelerated, SQL engine for.. Apache-2
Merlin (π₯20 Β· β 860 Β· π) - NVIDIA Merlin is an open source library providing end-to-end GPU-.. Apache-2
nvidia-ml-py3 (π₯18 Β· β 140 Β· π) - Python 3 Bindings for the NVIDIA Management Library. BSD-3
SpeedTorch (π₯15 Β· β 680 Β· π) - Library for faster pinned CPU - GPU transfer in Pytorch. MIT
ipyexperiments (π₯15 Β· β 220 Β· π) - Automatic GPU+CPU memory profiling, re-use and memory.. Apache-2
cuSignal (π₯14 Β· β 730 Β· π) - GPU accelerated signal processing. βUnlicensed
Tensorflow Utilities
Libraries that extend TensorFlow with additional capabilities.
TensorFlow Datasets (π₯39 Β· β 4.5K) - TFDS is a collection of datasets ready to use with.. Apache-2 
-
GitHub (π¨βπ» 660 Β· π 1.6K Β· π¦ 25K Β· π 1.5K - 47% open Β· β±οΈ 17.10.2025):
git clone https://github.com/tensorflow/datasets -
PyPi (π₯ 1.8M / month Β· π¦ 340 Β· β±οΈ 28.05.2025):
pip install tensorflow-datasets -
Conda (π₯ 51K Β· β±οΈ 22.04.2025):
conda install -c conda-forge tensorflow-datasets
tensorflow-hub (π₯31 Β· β 3.5K Β· π€) - A library for transfer learning by reusing parts of.. Apache-2 
GitHub (π¨βπ» 110 Β· π 1.7K Β· π 710 - 2% open Β· β±οΈ 17.01.2025):
git clone https://github.com/tensorflow/hub
PyPi (π₯ 2M / month Β· π¦ 300 Β· β±οΈ 30.01.2024):
pip install tensorflow-hub
Conda (π₯ 130K Β· β±οΈ 22.04.2025):
conda install -c conda-forge tensorflow-hub
TFX (π₯31 Β· β 2.2K Β· π€) - TFX is an end-to-end platform for deploying production ML.. Apache-2 
GitHub (π¨βπ» 200 Β· π 710 Β· π¦ 1.8K Β· π 1.2K - 22% open Β· β±οΈ 26.03.2025):
git clone https://github.com/tensorflow/tfx
PyPi (π₯ 37K / month Β· π¦ 17 Β· β±οΈ 11.12.2024):
pip install tfx
TF Model Optimization (π₯29 Β· β 1.6K) - A toolkit to optimize ML models for deployment for.. Apache-2 
GitHub (π¨βπ» 87 Β· π 320 Β· π 400 - 57% open Β· β±οΈ 07.07.2025):
git clone https://github.com/tensorflow/model-optimization
PyPi (π₯ 920K / month Β· π¦ 45 Β· β±οΈ 08.02.2024):
pip install tensorflow-model-optimization
TensorFlow I/O (π₯29 Β· β 730) - Dataset, streaming, and file system extensions.. Apache-2 
GitHub (π¨βπ» 120 Β· π 290 Β· π 660 - 44% open Β· β±οΈ 10.04.2025):
git clone https://github.com/tensorflow/io
PyPi (π₯ 730K / month Β· π¦ 61 Β· β±οΈ 01.07.2024):
pip install tensorflow-io
TensorFlow Transform (π₯26 Β· β 990) - Input pipeline framework. Apache-2 
GitHub (π¨βπ» 31 Β· π 220 Β· π 220 - 17% open Β· β±οΈ 06.08.2025):
git clone https://github.com/tensorflow/transform
PyPi (π₯ 250K / month Β· π¦ 19 Β· β±οΈ 13.06.2025):
pip install tensorflow-transform
Neural Structured Learning (π₯24 Β· β 1K Β· π€) - Training neural models with structured signals. Apache-2 
GitHub (π¨βπ» 39 Β· π 190 Β· π¦ 520 Β· π 69 - 1% open Β· β±οΈ 29.01.2025):
git clone https://github.com/tensorflow/neural-structured-learning
PyPi (π₯ 3.2K / month Β· π¦ 3 Β· β±οΈ 29.07.2022):
pip install neural-structured-learning
TensorFlow Cloud (π₯21 Β· β 380) - The TensorFlow Cloud repository provides APIs that.. Apache-2 
GitHub (π¨βπ» 29 Β· π 92 Β· π 100 - 73% open Β· β±οΈ 01.10.2025):
git clone https://github.com/tensorflow/cloud
PyPi (π₯ 18K / month Β· π¦ 7 Β· β±οΈ 17.06.2021):
pip install tensorflow-cloud
TF Compression (π₯20 Β· β 900) - Data compression in TensorFlow. Apache-2 
GitHub (π¨βπ» 24 Β· π 260 Β· π 100 - 10% open Β· β±οΈ 19.08.2025):
git clone https://github.com/tensorflow/compression
PyPi (π₯ 4.3K / month Β· π¦ 2 Β· β±οΈ 02.02.2024):
pip install tensorflow-compression
Show 7 hidden projects...
tensor2tensor (π₯33 Β· β 17K Β· π) - Library of deep learning models and datasets designed.. Apache-2
TF Addons (π₯32 Β· β 1.7K Β· π) - Useful extra functionality for TensorFlow 2.x maintained.. Apache-2
Keras-Preprocessing (π₯28 Β· β 1K Β· π) - Utilities for working with image data, text data, and.. MIT
efficientnet (π₯26 Β· β 2.1K Β· π) - Implementation of EfficientNet model. Keras and.. Apache-2
Saliency (π₯22 Β· β 980 Β· π) - Framework-agnostic implementation for state-of-the-art.. Apache-2
TensorNets (π₯21 Β· β 1K Β· π) - High level network definitions with pre-trained weights in.. MIT
tffm (π₯18 Β· β 780 Β· π) - TensorFlow implementation of an arbitrary order Factorization Machine. MIT
Jax Utilities
Libraries that extend Jax with additional capabilities.
equinox (π₯33 Β· β 2.6K) - Elegant easy-to-use neural networks + scientific computing in.. Apache-2 
Show 2 hidden projects...
evojax (π₯18 Β· β 920 Β· π) - EvoJAX: Hardware-accelerated Neuroevolution. Apache-2 ![]()
jaxdf (π₯12 Β· β 130 Β· π) - A JAX-based research framework for writing differentiable.. βοΈLGPL-3.0 ![]()
Sklearn Utilities
Libraries that extend scikit-learn with additional capabilities.
scikit-learn-intelex (π₯35 Β· β 1.3K) - Extension for Scikit-learn is a seamless way to speed.. Apache-2 
-
GitHub (π¨βπ» 86 Β· π 180 Β· π¦ 14K Β· π 250 - 15% open Β· β±οΈ 28.10.2025):
git clone https://github.com/intel/scikit-learn-intelex -
PyPi (π₯ 89K / month Β· π¦ 74 Β· β±οΈ 22.10.2025):
pip install scikit-learn-intelex -
Conda (π₯ 650K Β· β±οΈ 30.10.2025):
conda install -c conda-forge scikit-learn-intelex
imbalanced-learn (π₯33 Β· β 7.1K) - A Python Package to Tackle the Curse of Imbalanced.. MIT 
GitHub (π¨βπ» 89 Β· π 1.3K Β· π 630 - 8% open Β· β±οΈ 14.08.2025):
git clone https://github.com/scikit-learn-contrib/imbalanced-learn
PyPi (π₯ 14M / month Β· π¦ 600 Β· β±οΈ 14.08.2025):
pip install imbalanced-learn
Conda (π₯ 750K Β· β±οΈ 14.08.2025):
conda install -c conda-forge imbalanced-learn
MLxtend (π₯33 Β· β 5.1K) - A library of extension and helper modules for Pythons data.. BSD-3 
GitHub (π¨βπ» 110 Β· π 880 Β· π¦ 21K Β· π 500 - 29% open Β· β±οΈ 19.06.2025):
git clone https://github.com/rasbt/mlxtend
PyPi (π₯ 960K / month Β· π¦ 200 Β· β±οΈ 26.01.2025):
pip install mlxtend
Conda (π₯ 460K Β· β±οΈ 22.04.2025):
conda install -c conda-forge mlxtend
category_encoders (π₯31 Β· β 2.5K Β· π€) - A library of sklearn compatible categorical variable.. BSD-3 
GitHub (π¨βπ» 71 Β· π 400 Β· π¦ 4.1K Β· π 300 - 13% open Β· β±οΈ 24.03.2025):
git clone https://github.com/scikit-learn-contrib/category_encoders
PyPi (π₯ 2.1M / month Β· π¦ 310 Β· β±οΈ 15.03.2025):
pip install category_encoders
Conda (π₯ 370K Β· β±οΈ 22.04.2025):
conda install -c conda-forge category_encoders
scikit-lego (π₯28 Β· β 1.4K) - Extra blocks for scikit-learn pipelines. MIT 
GitHub (π¨βπ» 69 Β· π 120 Β· π¦ 190 Β· π 340 - 9% open Β· β±οΈ 21.10.2025):
git clone https://github.com/koaning/scikit-lego
PyPi (π₯ 53K / month Β· π¦ 13 Β· β±οΈ 15.09.2025):
pip install scikit-lego
Conda (π₯ 76K Β· β±οΈ 22.04.2025):
conda install -c conda-forge scikit-lego
scikit-opt (π₯26 Β· β 6.2K) - Genetic Algorithm, Particle Swarm Optimization, Simulated.. MIT 
GitHub (π¨βπ» 24 Β· π 1.1K Β· π¦ 280 Β· π 180 - 37% open Β· β±οΈ 31.08.2025):
git clone https://github.com/guofei9987/scikit-opt
PyPi (π₯ 9.1K / month Β· π¦ 15 Β· β±οΈ 14.01.2022):
pip install scikit-opt
iterative-stratification (π₯21 Β· β 880 Β· π€) - scikit-learn cross validators for iterative.. BSD-3 
GitHub (π¨βπ» 7 Β· π 75 Β· π¦ 620 Β· π 27 - 7% open Β· β±οΈ 12.10.2024):
git clone https://github.com/trent-b/iterative-stratification
PyPi (π₯ 54K / month Β· π¦ 15 Β· β±οΈ 12.10.2024):
pip install iterative-stratification
scikit-tda (π₯19 Β· β 550) - Topological Data Analysis for Python. MIT 
GitHub (π¨βπ» 7 Β· π 54 Β· π¦ 93 Β· π 23 - 17% open Β· β±οΈ 28.10.2025):
git clone https://github.com/scikit-tda/scikit-tda
PyPi (π₯ 1.8K / month Β· β±οΈ 19.07.2024):
pip install scikit-tda
Show 11 hidden projects...
scikit-survival (π₯32 Β· β 1.2K) - Survival analysis built on top of scikit-learn. βοΈGPL-3.0
fancyimpute (π₯27 Β· β 1.3K Β· π) - Multivariate imputation and matrix completion.. Apache-2
scikit-multilearn (π₯27 Β· β 950 Β· π) - A scikit-learn based module for multi-label et. al... BSD-2
sklearn-crfsuite (π₯25 Β· β 430 Β· π) - scikit-learn inspired API for CRFsuite. MIT
skope-rules (π₯22 Β· β 650 Β· π) - machine learning with logical rules in Python. βοΈBSD-1-Clause
combo (π₯21 Β· β 660 Β· π) - (AAAI 20) A Python Toolbox for Machine Learning Model.. BSD-2 xgboost
celer (π₯21 Β· β 230) - Fast solver for L1-type problems: Lasso, sparse Logisitic regression,.. BSD-3
sklearn-contrib-lightning (π₯20 Β· β 1.8K Β· π) - Large-scale linear classification, regression and.. BSD-3
dabl (π₯18 Β· β 730 Β· π) - Data Analysis Baseline Library. BSD-3
DESlib (π₯18 Β· β 490 Β· π) - A Python library for dynamic classifier and ensemble selection. BSD-3
skggm (π₯17 Β· β 250) - Scikit-learn compatible estimation of general graphical models. MIT
Pytorch Utilities
Libraries that extend Pytorch with additional capabilities.
accelerate (π₯43 Β· β 9.2K) - A simple way to launch, train, and use PyTorch models on.. Apache-2 
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GitHub (π¨βπ» 370 Β· π 1.2K Β· π¦ 110K Β· π 1.9K - 5% open Β· β±οΈ 22.10.2025):
git clone https://github.com/huggingface/accelerate -
PyPi (π₯ 17M / month Β· π¦ 2.8K Β· β±οΈ 20.10.2025):
pip install accelerate -
Conda (π₯ 670K Β· β±οΈ 24.10.2025):
conda install -c conda-forge accelerate
tinygrad (π₯33 Β· β 30K) - You like pytorch? You like micrograd? You love tinygrad!. MIT 
GitHub (π¨βπ» 420 Β· π 3.6K Β· π¦ 20 Β· π 1K - 12% open Β· β±οΈ 30.10.2025):
git clone https://github.com/geohot/tinygrad
PML (π₯33 Β· β 6.2K) - The easiest way to use deep metric learning in your application. Modular,.. MIT 
GitHub (π¨βπ» 45 Β· π 660 Β· π¦ 2.9K Β· π 530 - 14% open Β· β±οΈ 17.08.2025):
git clone https://github.com/KevinMusgrave/pytorch-metric-learning
PyPi (π₯ 2.3M / month Β· π¦ 68 Β· β±οΈ 17.08.2025):
pip install pytorch-metric-learning
Conda (π₯ 13K Β· β±οΈ 25.03.2025):
conda install -c metric-learning pytorch-metric-learning
torchdiffeq (π₯31 Β· β 6.2K) - Differentiable ODE solvers with full GPU support and.. MIT 
GitHub (π¨βπ» 23 Β· π 940 Β· π¦ 5.5K Β· π 230 - 35% open Β· β±οΈ 04.04.2025):
git clone https://github.com/rtqichen/torchdiffeq
PyPi (π₯ 1M / month Β· π¦ 120 Β· β±οΈ 21.11.2024):
pip install torchdiffeq
Conda (π₯ 24K Β· β±οΈ 22.04.2025):
conda install -c conda-forge torchdiffeq
torchsde (π₯30 Β· β 1.7K Β· π€) - Differentiable SDE solvers with GPU support and efficient.. Apache-2 
GitHub (π¨βπ» 9 Β· π 210 Β· π¦ 5.5K Β· π 84 - 36% open Β· β±οΈ 30.12.2024):
git clone https://github.com/google-research/torchsde
PyPi (π₯ 4.6M / month Β· π¦ 37 Β· β±οΈ 26.09.2023):
pip install torchsde
Conda (π₯ 46K Β· β±οΈ 22.04.2025):
conda install -c conda-forge torchsde
torch-scatter (π₯26 Β· β 1.7K) - PyTorch Extension Library of Optimized Scatter Operations. MIT 
GitHub (π¨βπ» 34 Β· π 200 Β· π 420 - 6% open Β· β±οΈ 12.08.2025):
git clone https://github.com/rusty1s/pytorch_scatter
PyPi (π₯ 82K / month Β· π¦ 150 Β· β±οΈ 06.10.2023):
pip install torch-scatter
Conda (π₯ 1M Β· β±οΈ 03.10.2025):
conda install -c conda-forge pytorch_scatter
PyTorch Sparse (π₯25 Β· β 1.1K) - PyTorch Extension Library of Optimized Autograd Sparse.. MIT 
GitHub (π¨βπ» 48 Β· π 160 Β· π 300 - 10% open Β· β±οΈ 12.08.2025):
git clone https://github.com/rusty1s/pytorch_sparse
PyPi (π₯ 63K / month Β· π¦ 120 Β· β±οΈ 06.10.2023):
pip install torch-sparse
Conda (π₯ 940K Β· β±οΈ 03.10.2025):
conda install -c conda-forge pytorch_sparse
Pytorch Toolbelt (π₯24 Β· β 1.6K) - PyTorch extensions for fast R&D prototyping and Kaggle.. MIT 
GitHub (π¨βπ» 9 Β· π 120 Β· π₯ 180 Β· π 33 - 12% open Β· β±οΈ 09.10.2025):
git clone https://github.com/BloodAxe/pytorch-toolbelt
PyPi (π₯ 8.3K / month Β· π¦ 12 Β· β±οΈ 21.11.2024):
pip install pytorch_toolbelt
madgrad (π₯18 Β· β 800 Β· π€) - MADGRAD Optimization Method. MIT 
GitHub (π¨βπ» 3 Β· π 58 Β· π¦ 110 Β· β±οΈ 27.01.2025):
git clone https://github.com/facebookresearch/madgrad
PyPi (π₯ 9.7K / month Β· π¦ 1 Β· β±οΈ 08.03.2022):
pip install madgrad
pytorchviz (π₯14 Β· β 3.4K Β· π€) - A small package to create visualizations of PyTorch execution.. MIT
GitHub (π¨βπ» 6 Β· π 280 Β· π 72 - 47% open Β· β±οΈ 30.12.2024):
git clone https://github.com/szagoruyko/pytorchviz
Show 22 hidden projects...
pretrainedmodels (π₯29 Β· β 9.1K Β· π) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,.. BSD-3
EfficientNet-PyTorch (π₯28 Β· β 8.2K Β· π) - A PyTorch implementation of EfficientNet. Apache-2
lightning-flash (π₯27 Β· β 1.7K Β· π) - Your PyTorch AI Factory - Flash enables you to easily.. Apache-2
pytorch-optimizer (π₯26 Β· β 3.1K Β· π) - torch-optimizer -- collection of optimizers for.. Apache-2
TabNet (π₯26 Β· β 2.9K Β· π) - PyTorch implementation of TabNet paper :.. MIT
EfficientNets (π₯25 Β· β 1.6K Β· π) - Pretrained EfficientNet, EfficientNet-Lite, MixNet,.. Apache-2
pytorch-summary (π₯24 Β· β 4.1K Β· π) - Model summary in PyTorch similar to model.summary().. MIT
Higher (π₯23 Β· β 1.6K Β· π) - higher is a pytorch library allowing users to obtain higher.. Apache-2
micrograd (π₯22 Β· β 14K Β· π) - A tiny scalar-valued autograd engine and a neural net library.. MIT
SRU (π₯22 Β· β 2.1K Β· π) - Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755). MIT
Antialiased CNNs (π₯22 Β· β 1.7K Β· π) - pip install antialiased-cnns to improve stability and.. βοΈCC BY-NC-SA 4.0
AdaBound (π₯21 Β· β 2.9K Β· π) - An optimizer that trains as fast as Adam and as good as SGD. Apache-2
reformer-pytorch (π₯21 Β· β 2.2K Β· π) - Reformer, the efficient Transformer, in Pytorch. MIT
Torchmeta (π₯21 Β· β 2K Β· π) - A collection of extensions and data-loaders for few-shot.. MIT
Poutyne (π₯21 Β· β 580) - A simplified framework and utilities for PyTorch. βοΈLGPL-3.0
Performer Pytorch (π₯19 Β· β 1.2K Β· π) - An implementation of Performer, a linear attention-.. MIT
Torch-Struct (π₯19 Β· β 1.1K Β· π) - Fast, general, and tested differentiable structured.. MIT
Lambda Networks (π₯17 Β· β 1.5K Β· π) - Implementation of LambdaNetworks, a new approach to.. MIT
Pywick (π₯17 Β· β 400 Β· π) - High-level batteries-included neural network training library for.. MIT
TorchDrift (π₯15 Β· β 320 Β· π) - Drift Detection for your PyTorch Models. Apache-2
Tez (π₯14 Β· β 1.2K Β· π) - Tez is a super-simple and lightweight Trainer for PyTorch. It.. Apache-2
Tensor Sensor (π₯14 Β· β 810 Β· π) - The goal of this library is to generate more helpful.. MIT
Database Clients
Libraries for connecting to, operating, and querying databases.
π best-of-python - DB Clients ( β 4.2K) - Collection of database clients for python.
Others
scipy (π₯51 Β· β 14K) - Ecosystem of open-source software for mathematics, science, and engineering. BSD-3
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GitHub (π¨βπ» 1.8K Β· π 5.5K Β· π₯ 97K Β· π¦ 1.4M Β· π 11K - 15% open Β· β±οΈ 30.10.2025):
git clone https://github.com/scipy/scipy -
PyPi (π₯ 220M / month Β· π¦ 61K Β· β±οΈ 28.10.2025):
pip install scipy -
Conda (π₯ 70M Β· β±οΈ 29.10.2025):
conda install -c conda-forge scipy
SymPy (π₯49 Β· β 14K) - A computer algebra system written in pure Python. BSD-3
GitHub (π¨βπ» 1.4K Β· π 4.8K Β· π₯ 570K Β· π¦ 290K Β· π 15K - 37% open Β· β±οΈ 30.10.2025):
git clone https://github.com/sympy/sympy
PyPi (π₯ 73M / month Β· π¦ 4.6K Β· β±οΈ 27.04.2025):
pip install sympy
Conda (π₯ 11M Β· β±οΈ 29.04.2025):
conda install -c conda-forge sympy
Streamlit (π₯47 Β· β 42K) - Streamlit A faster way to build and share data apps. Apache-2
GitHub (π¨βπ» 570 Β· π 3.8K Β· π¦ 1M Β· π 5.7K - 23% open Β· β±οΈ 30.10.2025):
git clone https://github.com/streamlit/streamlit
PyPi (π₯ 19M / month Β· π¦ 4.6K Β· β±οΈ 29.10.2025):
pip install streamlit
Gradio (π₯46 Β· β 40K) - Wrap UIs around any model, share with anyone. Apache-2
GitHub (π¨βπ» 700 Β· π 3.1K Β· π¦ 84K Β· π 6.1K - 6% open Β· β±οΈ 29.10.2025):
git clone https://github.com/gradio-app/gradio
PyPi (π₯ 11M / month Β· π¦ 1.6K Β· β±οΈ 22.10.2025):
pip install gradio
carla (π₯37 Β· β 13K) - Open-source simulator for autonomous driving research. MIT
GitHub (π¨βπ» 190 Β· π 4.2K Β· π¦ 1.1K Β· π 6.2K - 18% open Β· β±οΈ 30.10.2025):
git clone https://github.com/carla-simulator/carla
PyPi (π₯ 18K / month Β· π¦ 16 Β· β±οΈ 14.09.2025):
pip install carla
Autograd (π₯37 Β· β 7.4K) - Efficiently computes derivatives of NumPy code. MIT
GitHub (π¨βπ» 64 Β· π 910 Β· π¦ 14K Β· π 440 - 42% open Β· β±οΈ 27.10.2025):
git clone https://github.com/HIPS/autograd
PyPi (π₯ 3.4M / month Β· π¦ 310 Β· β±οΈ 05.05.2025):
pip install autograd
Conda (π₯ 680K Β· β±οΈ 05.05.2025):
conda install -c conda-forge autograd
PennyLane (π₯37 Β· β 2.9K) - PennyLane is a cross-platform Python library for quantum.. Apache-2
GitHub (π¨βπ» 210 Β· π 700 Β· π₯ 100 Β· π¦ 1.9K Β· π 1.7K - 25% open Β· β±οΈ 30.10.2025):
git clone https://github.com/PennyLaneAI/PennyLane
PyPi (π₯ 200K / month Β· π¦ 89 Β· β±οΈ 15.10.2025):
pip install pennylane
Conda (π₯ 340K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pennylane
PyOD (π₯36 Β· β 9.6K) - A Python Library for Outlier and Anomaly Detection, Integrating Classical.. BSD-2
GitHub (π¨βπ» 64 Β· π 1.4K Β· π¦ 5.5K Β· π 390 - 59% open Β· β±οΈ 29.04.2025):
git clone https://github.com/yzhao062/pyod
PyPi (π₯ 840K / month Β· π¦ 130 Β· β±οΈ 29.04.2025):
pip install pyod
Conda (π₯ 170K Β· β±οΈ 30.04.2025):
conda install -c conda-forge pyod
Datasette (π₯35 Β· β 10K) - An open source multi-tool for exploring and publishing data. Apache-2
GitHub (π¨βπ» 82 Β· π 770 Β· π₯ 75 Β· π¦ 1.6K Β· π 1.9K - 32% open Β· β±οΈ 26.10.2025):
git clone https://github.com/simonw/datasette
PyPi (π₯ 180K / month Β· π¦ 480 Β· β±οΈ 22.04.2025):
pip install datasette
Conda (π₯ 73K Β· β±οΈ 22.04.2025):
conda install -c conda-forge datasette
DeepChem (π₯34 Β· β 6.3K Β· π) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT 
GitHub (π¨βπ» 260 Β· π 1.9K Β· π¦ 650 Β· π 2.1K - 40% open Β· β±οΈ 27.10.2025):
git clone https://github.com/deepchem/deepchem
PyPi (π₯ 54K / month Β· π¦ 24 Β· β±οΈ 27.10.2025):
pip install deepchem
Conda (π₯ 120K Β· β±οΈ 22.04.2025):
conda install -c conda-forge deepchem
Pythran (π₯34 Β· β 2.1K) - Ahead of Time compiler for numeric kernels. BSD-3
GitHub (π¨βπ» 75 Β· π 200 Β· π¦ 3.6K Β· π 930 - 15% open Β· β±οΈ 30.09.2025):
git clone https://github.com/serge-sans-paille/pythran
PyPi (π₯ 500K / month Β· π¦ 28 Β· β±οΈ 23.05.2025):
pip install pythran
Conda (π₯ 1.3M Β· β±οΈ 07.07.2025):
conda install -c conda-forge pythran
agate (π₯34 Β· β 1.2K) - A Python data analysis library that is optimized for humans instead of.. MIT
GitHub (π¨βπ» 55 Β· π 150 Β· π¦ 5.3K Β· π 650 - 0% open Β· β±οΈ 27.10.2025):
git clone https://github.com/wireservice/agate
PyPi (π₯ 24M / month Β· π¦ 54 Β· β±οΈ 29.01.2025):
pip install agate
Conda (π₯ 410K Β· β±οΈ 22.04.2025):
conda install -c conda-forge agate
River (π₯32 Β· β 5.6K) - Online machine learning in Python. BSD-3
GitHub (π¨βπ» 130 Β· π 590 Β· π¦ 800 Β· π 630 - 19% open Β· β±οΈ 05.10.2025):
git clone https://github.com/online-ml/river
PyPi (π₯ 91K / month Β· π¦ 64 Β· β±οΈ 25.11.2024):
pip install river
Conda (π₯ 130K Β· β±οΈ 22.04.2025):
conda install -c conda-forge river
hdbscan (π₯32 Β· β 3K) - A high performance implementation of HDBSCAN clustering. BSD-3 
GitHub (π¨βπ» 97 Β· π 500 Β· π¦ 7.6K Β· π 530 - 67% open Β· β±οΈ 11.10.2025):
git clone https://github.com/scikit-learn-contrib/hdbscan
PyPi (π₯ 1.1M / month Β· π¦ 350 Β· β±οΈ 18.11.2024):
pip install hdbscan
Conda (π₯ 2.8M Β· β±οΈ 09.09.2025):
conda install -c conda-forge hdbscan
anomalib (π₯31 Β· β 5.1K Β· π) - An anomaly detection library comprising state-of-the-art.. Apache-2
GitHub (π¨βπ» 98 Β· π 820 Β· π₯ 42K Β· π¦ 200 Β· π 1.2K - 6% open Β· β±οΈ 27.10.2025):
git clone https://github.com/openvinotoolkit/anomalib
PyPi (π₯ 200K / month Β· π¦ 7 Β· β±οΈ 09.10.2025):
pip install anomalib
pyjanitor (π₯31 Β· β 1.5K) - Clean APIs for data cleaning. Python implementation of R package.. MIT
GitHub (π¨βπ» 110 Β· π 170 Β· π¦ 980 Β· π 590 - 18% open Β· β±οΈ 21.10.2025):
git clone https://github.com/pyjanitor-devs/pyjanitor
PyPi (π₯ 280K / month Β· π¦ 42 Β· β±οΈ 07.03.2025):
pip install pyjanitor
Conda (π₯ 300K Β· β±οΈ 22.04.2025):
conda install -c conda-forge pyjanitor
causalml (π₯30 Β· β 5.6K) - Uplift modeling and causal inference with machine learning.. Apache-2
GitHub (π¨βπ» 71 Β· π 830 Β· π¦ 310 Β· π 420 - 10% open Β· β±οΈ 26.09.2025):
git clone https://github.com/uber/causalml
PyPi (π₯ 79K / month Β· π¦ 10 Β· β±οΈ 09.07.2025):
pip install causalml
dstack (π₯30 Β· β 1.9K) - dstack is an open-source control plane for running development,.. MPL-2.0
GitHub (π¨βπ» 63 Β· π 200 Β· π¦ 22 Β· π 1.5K - 6% open Β· β±οΈ 30.10.2025):
git clone https://github.com/dstackai/dstack
PyPi (π₯ 4.2K / month Β· β±οΈ 30.10.2025):
pip install dstack
tensorly (π₯30 Β· β 1.6K) - TensorLy: Tensor Learning in Python. BSD-2
GitHub (π¨βπ» 73 Β· π 290 Β· π¦ 1.1K Β· π 280 - 22% open Β· β±οΈ 05.05.2025):
git clone https://github.com/tensorly/tensorly
PyPi (π₯ 130K / month Β· π¦ 99 Β· β±οΈ 12.11.2024):
pip install tensorly
Conda (π₯ 380K Β· β±οΈ 22.04.2025):
conda install -c conda-forge tensorly
metricflow (π₯29 Β· β 1.3K) - MetricFlow allows you to define, build, and maintain metrics in.. Apache-2
GitHub (π¨βπ» 52 Β· π 130 Β· π¦ 37 Β· π 370 - 27% open Β· β±οΈ 29.10.2025):
git clone https://github.com/transform-data/metricflow
PyPi (π₯ 94K / month Β· π¦ 4 Β· β±οΈ 14.10.2025):
pip install metricflow
pycm (π₯28 Β· β 1.5K) - Multi-class confusion matrix library in Python. MIT
GitHub (π¨βπ» 18 Β· π 120 Β· π¦ 420 Β· π 210 - 7% open Β· β±οΈ 14.10.2025):
git clone https://github.com/sepandhaghighi/pycm
PyPi (π₯ 190K / month Β· π¦ 28 Β· β±οΈ 15.10.2025):
pip install pycm
Prince (π₯28 Β· β 1.4K) - Multivariate exploratory data analysis in Python PCA, CA, MCA, MFA,.. MIT 
GitHub (π¨βπ» 16 Β· π 190 Β· π¦ 770 Β· β±οΈ 04.08.2025):
git clone https://github.com/MaxHalford/prince
PyPi (π₯ 230K / month Β· π¦ 23 Β· β±οΈ 04.08.2025):
pip install prince
Conda (π₯ 28K Β· β±οΈ 22.04.2025):
conda install -c conda-forge prince-factor-analysis
Trax (π₯27 Β· β 8.3K) - Trax Deep Learning with Clear Code and Speed. Apache-2
GitHub (π¨βπ» 82 Β· π 830 Β· π¦ 230 Β· π 250 - 50% open Β· β±οΈ 26.09.2025):
git clone https://github.com/google/trax
PyPi (π₯ 4.3K / month Β· π¦ 1 Β· β±οΈ 26.10.2021):
pip install trax
adapter-transformers (π₯27 Β· β 2.8K) - A Unified Library for Parameter-Efficient and Modular.. Apache-2 huggingface
GitHub (π¨βπ» 17 Β· π 360 Β· π¦ 260 Β· π 410 - 10% open Β· β±οΈ 12.10.2025):
git clone https://github.com/Adapter-Hub/adapter-transformers
PyPi (π₯ 4.9K / month Β· π¦ 12 Β· β±οΈ 07.07.2024):
pip install adapter-transformers
AugLy (π₯26 Β· β 5.1K) - A data augmentations library for audio, image, text, and video. MIT
GitHub (π¨βπ» 42 Β· π 310 Β· π¦ 180 Β· π 80 - 30% open Β· β±οΈ 27.10.2025):
git clone https://github.com/facebookresearch/AugLy
PyPi (π₯ 13K / month Β· π¦ 4 Β· β±οΈ 05.12.2023):
pip install augly
avalanche (π₯26 Β· β 2K Β· π€) - Avalanche: an End-to-End Library for Continual Learning based on.. MIT
GitHub (π¨βπ» 87 Β· π 310 Β· π₯ 60 Β· π¦ 140 Β· π 840 - 13% open Β· β±οΈ 11.03.2025):
git clone https://github.com/ContinualAI/avalanche
PyPi (π₯ 3.2K / month Β· π¦ 3 Β· β±οΈ 29.10.2024):
pip install avalanche-lib
gplearn (π₯26 Β· β 1.8K) - Genetic Programming in Python, with a scikit-learn inspired API. BSD-3 
GitHub (π¨βπ» 12 Β· π 300 Β· π¦ 730 Β· π 220 - 11% open Β· β±οΈ 23.07.2025):
git clone https://github.com/trevorstephens/gplearn
PyPi (π₯ 20K / month Β· π¦ 19 Β· β±οΈ 03.05.2022):
pip install gplearn
Conda (π₯ 11K Β· β±οΈ 22.04.2025):
conda install -c conda-forge gplearn
TabPy (π₯26 Β· β 1.6K Β· π€) - Execute Python code on the fly and display results in Tableau.. MIT
GitHub (π¨βπ» 51 Β· π 600 Β· π¦ 220 Β· π 320 - 6% open Β· β±οΈ 25.11.2024):
git clone https://github.com/tableau/TabPy
PyPi (π₯ 7.1K / month Β· π¦ 2 Β· β±οΈ 25.11.2024):
pip install tabpy
Conda (π₯ 5.8K Β· β±οΈ 22.04.2025):
conda install -c anaconda tabpy-client
findspark (π₯25 Β· β 520) - Find pyspark to make it importable. BSD-3 
GitHub (π¨βπ» 16 Β· π 72 Β· π¦ 5.6K Β· π 23 - 47% open Β· β±οΈ 04.09.2025):
git clone https://github.com/minrk/findspark
PyPi (π₯ 2.6M / month Β· π¦ 100 Β· β±οΈ 11.02.2022):
pip install findspark
Conda (π₯ 1M Β· β±οΈ 22.04.2025):
conda install -c conda-forge findspark
vecstack (π₯23 Β· β 700) - Python package for stacking (machine learning technique). MIT
GitHub (π¨βπ» 1 Β· π 82 Β· π¦ 570 Β· β±οΈ 28.09.2025):
git clone https://github.com/vecxoz/vecstack
PyPi (π₯ 1.8K / month Β· π¦ 5 Β· β±οΈ 28.09.2025):
pip install vecstack
Conda (π₯ 3K Β· β±οΈ 22.04.2025):
conda install -c conda-forge vecstack
MONAILabel (π₯22 Β· β 760) - MONAI Label is an intelligent open source image labeling and.. Apache-2
GitHub (π¨βπ» 69 Β· π 240 Β· π₯ 130K Β· π 560 - 26% open Β· β±οΈ 14.08.2025):
git clone https://github.com/Project-MONAI/MONAILabel
PyPi (π₯ 200 / month Β· β±οΈ 01.10.2023):
pip install monailabel-weekly
apricot (π₯22 Β· β 520) - apricot implements submodular optimization for the purpose of selecting.. MIT
GitHub (π¨βπ» 4 Β· π 49 Β· π₯ 33 Β· π¦ 200 Β· π 34 - 38% open Β· β±οΈ 09.06.2025):
git clone https://github.com/jmschrei/apricot
PyPi (π₯ 13K / month Β· π¦ 16 Β· β±οΈ 18.02.2021):
pip install apricot-select
pykale (π₯21 Β· β 470) - Knowledge-Aware machine LEarning (KALE): accessible machine learning.. MIT 
GitHub (π¨βπ» 28 Β· π 70 Β· π¦ 6 Β· π 140 - 8% open Β· β±οΈ 14.10.2025):
git clone https://github.com/pykale/pykale
PyPi (π₯ 72 / month Β· β±οΈ 12.04.2022):
pip install pykale
SUOD (π₯21 Β· β 390 Β· π€) - (MLSys 21) An Acceleration System for Large-scare Unsupervised.. BSD-2
GitHub (π¨βπ» 3 Β· π 49 Β· π¦ 560 Β· π 15 - 80% open Β· β±οΈ 24.03.2025):
git clone https://github.com/yzhao062/SUOD
PyPi (π₯ 13K / month Β· π¦ 9 Β· β±οΈ 24.03.2025):
pip install suod
pymdp (π₯16 Β· β 570) - A Python implementation of active inference for Markov Decision Processes. MIT
GitHub (π¨βπ» 19 Β· π 110 Β· π 130 - 39% open Β· β±οΈ 09.09.2025):
git clone https://github.com/infer-actively/pymdp
PyPi (π₯ 1.1K / month Β· β±οΈ 08.12.2022):
pip install inferactively-pymdp
Show 31 hidden projects...
pyopencl (π₯31 Β· β 1.1K) - OpenCL integration for Python, plus shiny features. βUnlicensed
pysc2 (π₯30 Β· β 8.2K Β· π) - StarCraft II Learning Environment. Apache-2
modAL (π₯30 Β· β 2.3K Β· π) - A modular active learning framework for Python. MIT
datalad (π₯30 Β· β 620 Β· π) - Keep code, data, containers under control with git and git-.. βUnlicensed
cleanlab (π₯29 Β· β 11K) - Cleanlabs open-source library is the standard data-centric AI.. βοΈAGPL-3.0
alibi-detect (π₯29 Β· β 2.4K) - Algorithms for outlier, adversarial and drift detection. βοΈIntel
minisom (π₯28 Β· β 1.6K) - MiniSom is a minimalistic implementation of the Self Organizing.. βοΈCC-BY-3.0
PySwarms (π₯28 Β· β 1.4K Β· π) - A research toolkit for particle swarm optimization in Python. MIT
kmodes (π₯28 Β· β 1.3K Β· π) - Python implementations of the k-modes and k-prototypes clustering.. MIT
pyclustering (π₯28 Β· β 1.2K Β· π) - pyclustering is a Python, C++ data mining library. BSD-3
Cython BLIS (π₯28 Β· β 230) - Fast matrix-multiplication as a self-contained Python library no.. BSD-3
Feature Engine (π₯26 Β· β 2.1K Β· π) - Feature engineering package with sklearn like functionality. BSD-3
metric-learn (π₯26 Β· β 1.4K Β· π) - Metric learning algorithms in Python. MIT
pandas-ai (π₯25 Β· β 22K) - Chat with your database or your datalake (SQL, CSV, parquet)... βUnlicensed
Mars (π₯24 Β· β 2.7K Β· π) - Mars is a tensor-based unified framework for large-scale data.. Apache-2
AstroML (π₯24 Β· β 1.1K Β· π) - Machine learning, statistics, and data mining for astronomy.. BSD-2
PaddleHub (π₯22 Β· β 13K Β· π) - 400+ AI Models: Rich, high-quality AI models, including.. Apache-2
opyrator (π₯22 Β· β 3.1K Β· π) - Turns your machine learning code into microservices with web API,.. MIT
mlens (π₯22 Β· β 860 Β· π) - ML-Ensemble high performance ensemble learning. MIT
BioPandas (π₯22 Β· β 740 Β· π) - Working with molecular structures in pandas DataFrames. BSD-3
benchmark_VAE (π₯21 Β· β 2K Β· π) - Unifying Variational Autoencoder (VAE).. Apache-2
impyute (π₯21 Β· β 360 Β· π) - Data imputations library to preprocess datasets with missing data. MIT
StreamAlert (π₯20 Β· β 2.9K Β· π) - StreamAlert is a serverless, realtime data analysis.. Apache-2
rrcf (π₯20 Β· β 520 Β· π) - Implementation of the Robust Random Cut Forest algorithm for anomaly.. MIT
scikit-rebate (π₯20 Β· β 420 Β· π) - A scikit-learn-compatible Python implementation of.. MIT
baikal (π₯18 Β· β 590 Β· π) - A graph-based functional API for building complex scikit-learn.. BSD-3
pandas-ml (π₯16 Β· β 320 Β· π) - pandas, scikit-learn, xgboost and seaborn integration. BSD-3
KD-Lib (π₯15 Β· β 650 Β· π) - A Pytorch Knowledge Distillation library for benchmarking and.. MIT
NeuralCompression (π₯14 Β· β 580 Β· π) - A collection of tools for neural compression enthusiasts. MIT
traingenerator (π₯13 Β· β 1.4K Β· π) - A web app to generate template code for machine learning. MIT
nylon (π₯12 Β· β 82 Β· π) - An intelligent, flexible grammar of machine learning. MIT
Related Resources
- Papers With Code: Discover ML papers, code, and evaluation tables.
- Sotabench: Discover & compare open-source ML models.
- Google Dataset Search: Dataset search engine by Google.
- Dataset List: List of the biggest ML datasets from across the web.
- Awesome Public Datasets: A topic-centric list of open datasets.
- Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
- best-of-python-dev: A ranked list of awesome python developer tools and libraries.
- best-of-web-python: A ranked list of awesome python libraries for web development.
Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
- Modify the projects.yaml with your additions or changes, and submit a pull request. This can also be done directly via the Github UI.
If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.
For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.