Dolt – Git for Data

🦉 Data Versioning and ML Experiments

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

Quilt is a data mesh for connecting people with actionable data

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

Metrics Observability & Troubleshooting

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

Git based Version Control File System for joint management of code, data, model and their relationship.

Meta data server & client tools for game development

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

Git-like data versioning.

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

Python Data as Code core implementation

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).

Metadata management in Go

A JSON-based format for working with machine learning data, with a focus on data interoperability.

An abstraction layer for data storage systems

Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.

Lesson 2 tutorial: Versioning Data and Model for the ML REPA School course: Machine Learning experiments reproducibility and engineering with DVC