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
200 results
Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark
MLEvolve is an open-source autonomous system for end-to-end machine learning algorithm design and optimization powered by progressive search and experience-driven memory.
Platform for Machine Learning projects on Software Engineering
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
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.
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
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.
QA harness built for Claude Code | E2E testing with screen recordings, console logs, network HARs, and Playwright traces
A sandbox environment designed for loading, running and profiling a wide range of files, including machine learning models, ELFs, Pickle, Javascript and more
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
Fixes prompt cache regression in Claude Code that causes up to 20x cost increase on resumed sessions
Autoscale LLM (vLLM, SGLang, LMDeploy) inferences on Kubernetes (and others)
🗜️ Codebase-digest is your AI-friendly codebase packer and analyzer. Features 60+ coding prompts and generates structured overviews with metrics. Ideal for feeding projects to LLMs like GPT-4, Claude, PaLM, and Gemini for code analysis and understanding.
GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.
Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.
Engineering toolkit for building scalable AI systems, including model training pipelines, LLM optimization utilities, and data engineering tools.
Tooling to build LLM applications: prompt templating and composition, agents, LLM memory, and other instruments for builders of AI applications.
Reproducible, flexible LLM evaluations
Framework to bring LLM applications to production
24,545 repositories in the index in total.
