whylogs
The open source standard for data logging
845
46
Data documentation
cml
♾️ CML - Continuous Machine Learning | CI/CD for ML
3025
219
flyte
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
1998
203
lakeFS
Git-like capabilities for your object storage
2311
222
Hub
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
4353
361
terminusdb
TerminusDB is an open source toolkit for building collaborative applications.
1700
82
clearml
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
3052
422
amundsen
Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.
3132
777
hangar-py
Hangar is version control for tensor data. Commit, branch, merge, revert, and collaborate in the data-defined software era.
184
29
d6tflow
Python library for building highly effective data science workflows
936
69