dvc

♾️ CML - Continuous Machine Learning | CI/CD for ML

Generic template to bootstrap your PyTorch project.

Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc

Google Drive API Python wrapper library. Maintained fork of PyDrive.

Machine learning experiment tracking and data versioning with DVC extension for VS Code

Get started DVC project

An open source C++ library for development of digital image correlation and digital volume correlation

DAGsHub client libraries

🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

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

This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.

Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper

A use case of a reproducible machine learning pipeline using Dask, DVC, and MLflow.

Benchmarks for DVC

The long awaited dvc plugin for neovim

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

Building a maintainable Machine Learning pipeline using DVC

Training materials for setting up and using a research infrastructure based on Jupyter notebooks: https://cusy.io/en/seminars

Source code and generator scripts for example DVC projects used in https://dvc.org/doc/

Schema for dvc.yaml