dvc

Generic template to bootstrap your PyTorch project.

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

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

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

Get started DVC project

📈 Log and track ML metrics, parameters, models with Git and/or DVC

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

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

DagsHub client libraries

Dataset registry DVC project

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.

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

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

Awesome MLOps Course Outline

Accompanies the uncool MLOps workshop

PyCon Talks 2022 by Antoine Toubhans

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

Benchmarks for DVC

The long awaited dvc plugin for neovim

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