data-version-control

Dolt – Git for Data

🦉 Data Versioning and ML Experiments

lakeFS - Data version control for your data lake | Git for data

Quilt is a Scientific Data Management Platform on AWS that helps teams and AI find, trust, and reuse data through deeply versioned, context-rich data packages.

Lightning fast data version control system for large repositories of data. Feels like git, pushes and pulls like oxen.

Metrics Observability & Troubleshooting

sgr (command line client for Splitgraph) and the splitgraph Python library

A curated list to help you manage temporal data across many modalities 🚀.

Data version control for reproducible analysis pipelines in R with {targets}.

Meta data server & client tools for game development

Mount remote repositories, models and datasets managed by Git LFS instantly.

Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.

Git-like data versioning.

SageMaker Experiments and DVC

MULLER: A Multimodal Data Lake Format for Collaborative AI Data Workflows

Python framework for artificial text detection: NLP approaches to compare natural text against generated by neural networks.

Python Data as Code core implementation

create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools

A CKAN extension for data versioning.

A machine learning pipeline taking you from raw data to fully trained machine learning model - from data to model (d2m).