data-versioning

Dolt – Git for Data

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

lakeFS - Git-like capabilities for your object storage

Quilt is a data mesh for connecting people with actionable data

A versioning data store for time-variant graph data.

Distributed version-control for geospatial and tabular data

Collecting thoughts about data versioning

Metadata store for Production ML

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

Git-like data versioning.

This repo contains sample code and sample notebooks to illustrate how to work with Amazon FinSpace

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

Deprecated. See https://github.com/datopian/ckanext-versions. ⏰ CKAN extension providing data versioning (metadata and files) based on git and github.

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

A CKAN extension for data versioning.

A Data Preservation Repository Supporting FAIR Principles, Data Versioning and Reproducible Queries

Document versioning library for MongoDB using the mongoose package.

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.

Learning data and model versioning with ClearML while cleaning and modeling happiness by country with a Kaggle dataset