Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Experiment tracking, model registries, feature stores, workflow schedulers and deployment tooling.
Signals: mlops, machine-learning-operations, experiment-tracking, model-registry, feature-store, ml-platform, kubeflow, mlflow
202 results
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Exercises and supplementary material for the machine learning operations course at DTU.
A unified framework for privacy-preserving data analysis and machine learning
A multi-party collaborative machine learning framework
Version control for machine learning
Machine-learning for Node.js
Machine Learning toolbox for Humans
My Machine Learning Web Service
Ergonomic machine learning for everyone.
Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
Scalable Machine Learning with Dask
Distributed machine learning platform
fklearn: Functional Machine Learning
Machine learning tools in JavaScript
System design patterns for machine learning
A machine learning package built for humans.
Machine learning library for Node.js
Production infrastructure for machine learning at scale
Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
An Open Source, Self-Hosted Platform For Applied Deep Learning Development
Training deep learning models on AWS and GCP instances
24,540 repositories in the index in total.
