1. Data and model versioning
  2. Python
  3. Open Source Tools for AI-Projects

Open Source Tools for AI-Projects

Displaying 1 - 10 of 15
dvc by iterative


🦉Data Version Control | Git for Data & Models | ML Experiments Management
polyaxon by polyaxon


Machine Learning Management & Orchestration Platform (Monorepo for Polyaxon's MLOps Tools)
zenml by zenml-io


ZenML 🙏: MLOps framework to create reproducible pipelines.
mlflow by mlflow


Open source platform for the machine learning lifecycle
Hub by activeloopai


Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
sacred by IDSIA


Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
clearml by allegroai


ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
modelstore by operatorai


🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.
catalyst by catalyst-team


Accelerated deep learning R&D
flor by ucbrise


FLOR: Fast Low-Overhead Recovery. FLOR lets you log ML training data post-hoc, with hindsight.