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
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
ZGI is an open-source platform for building AI applications. Its intuitive interface combines workflow design, agent orchestration, dataset management, and model integration—allowing you to quickly move from prototype to production.
A Flexible and Powerful Parameter Server for large-scale machine learning
☀️ 最先进、最省事、ROI 最高的单元测试，机器学习 零代码、全方位、自动化 测试 方法/函数，用户包含腾讯、快手、某 500 强巨头等 ☀️ The most advanced unit testing way powered by machine learning. Coding-free, comprehensive and automatic testing for methods/functions. Used by Tencent, Kwai, a Fortune 500 company, etc.
Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
The Ultimate Claude Code Docker Development Environment - Run Claude AI's coding assistant in a fully containerized, reproducible environment with pre-configured development profiles.
Tangle is a web app that allows the users to build and run Machine Learning pipelines without having to set up development environment.
Rust client for the huggingface hub aiming for minimal subset of features over `huggingface-hub` python package
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
Track and predict the energy consumption and carbon footprint of training deep learning models.
Engineering toolkit for building scalable AI systems, including model training pipelines, LLM optimization utilities, and data engineering tools.
A sandbox environment designed for loading, running and profiling a wide range of files, including machine learning models, ELFs, Pickle, Javascript and more
Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
List of Deep Learning Cloud Providers
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A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions
CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E
2025 CCF International AIOps Challenge | Track 1: Microservice Root Cause Localization Based on Large Model Agents | "男团910" Solution · Top 5 in Final · Score: 48.52; (2025 CCF 国际 AIOps 挑战赛 | 赛道一：基于大模型智能体的微服务根因定位 | "男团910"方案 · 决赛Top5 · 48.52分)
Mission Control is a simple, real-time web UI for monitoring agents and task workflows. Built with Convex and React, it provides a clean dashboard to track task state, agent activity, and live logs — all synchronized instantly without polling or message queues.
AI Bill of Materials — discover every AI agent, model, and API in your infrastructure
24,540 repositories in the index in total.
