iterative

Professional software vendor delivering innovative solutions on the Softono platform. Specialized in both open-source and proprietary software development.

Visit Website

Total Products

Software by iterative

Open Source

Terraform Provider Iterative

Terraform Provider Iterative is a plugin designed to simplify the management of machine learning workloads across multiple cloud platforms including AWS, Google Cloud Platform, Microsoft Azure, and Kubernetes. Built specifically for data science and software engineering teams, it provides a unified interface for full lifecycle management of computing resources such as GPUs and spot instances without requiring deep cloud infrastructure expertise. Key features include automated cost reduction through transparent data checkpointing and auto-respawning of preemptible instances to handle interruptions. The tool eliminates cloud vendor lock-in by allowing users to switch between providers with minimal configuration changes. It ensures resource efficiency by automatically terminating compute instances upon task completion and cleaning up unused storage. TPI offers a developer-first experience with one-time data synchronization and code execution capabilities that require no external server or control plane. It opera

DevOps & Infrastructure ML Frameworks Infrastructure as Code

294 Github Stars

Open Source

Cml

CML (Continuous Machine Learning) is an open-source command-line interface tool designed to implement continuous integration and delivery (CI/CD) workflows specifically for machine learning and MLOps. It enables teams to automate critical development tasks such as machine provisioning, model training, evaluation, and the comparison of machine learning experiments across project history. A core feature of CML is its ability to automatically generate and post visual reports containing metrics and plots directly to pull requests on major version control platforms like GitHub, GitLab, and Bitbucket. This automation supports data-driven decision-making by allowing teams to track changes in datasets and model performance rigorously. CML adheres to GitFlow principles for data science, allowing users to manage experiments and track modifications while utilizing DVC to codify data and models without pushing large files to the repository. The tool operates without requiring additional services or complex databases, lev

ML Frameworks CI / CD

4.2K Github Stars

Open Source

PyDrive2

Google Drive API Python wrapper library. Maintained fork of PyDrive.

API Tools Documentation

670 Github Stars

Open Source

Shtab

↔️ Automagic shell tab completion for Python CLI applications

Documentation

455 Github Stars