ml GitHub repositories

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

★ 91.8K+26 todayJupyter Notebook

lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

★ 33.6K+8 todayJavaScript

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

★ 28.6K+17 todayPython

lukasmasuch/best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

onnx/onnx

Open standard for machine learning interoperability

★ 21.6K+2 todayPython

alibaba/MNN

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

★ 16.3K+12 todayC++

llm machine-learning

kubeflow/kubeflow

The Cloud Native AI Platform

★ 15.9K+2 todayUnknown

Unstructured-IO/unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

omnigent-ai/omnigent

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

★ 11.1K+21 todayPython

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

dotnet/machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

★ 9.4K+0 todayC#

machine-learning ml

traceloop/openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

★ 7.5K+2 todayPython

llm open-source

machine-learning data-science

feast-dev/feast

The Open Source Feature Store for AI/ML

★ 7.3K+2 todayPython

speedyapply/2027-AI-College-Jobs

2027 AI/ML internship & new graduate job list updated daily

tensorflow/serving

A flexible, high-performance serving system for machine learning models

★ 6.4K+0 todayC++

aimhubio/aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

★ 6.3K+0 todayPython

machine-learning deep-learning

zenml-io/zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

flashlight/flashlight

A C++ standalone library for machine learning

★ 5.5K+0 todayC++

microsoft/SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

★ 5.2K+1 todayScala

Kiln-AI/Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

huggingface/text-embeddings-inference

A blazing fast inference solution for text embeddings models

★ 5.1K+0 todayRust

deepjavalibrary/djl

An Engine-Agnostic Deep Learning Framework in Java

★ 4.9K+0 todayJava

mcmonkeyprojects/SwarmUI

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

★ 4.7K+2 todayC#

makcedward/nlpaug

Data augmentation for NLP

★ 4.7K+0 todayJupyter Notebook

synthetic-sciences/openscience

The open-source AI workbench for scientific research

★ 4.3K+10 todayTypeScript

mnemosyne-oss/mnemosyne

Zero-cloud AI memory that works everywhere. SQLite-backed. One pure-Python dependency.

★ 3.5K+4 todayPython

ai agents

machine-learning ai-agents

superlinked/sie

Open-source inference server and production cluster for all the models your agent needs.

patterns-ai-core/langchainrb

Build LLM-powered applications in Ruby

★ 2.0K+0 todayRuby

machine-learning deep-learning

GPflow/GPflow

Gaussian processes in TensorFlow

★ 1.9K+0 todayPython

microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

csinva/imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

★ 1.6K+0 todayJupyter Notebook

machine-learning deep-learning

tensorflow/model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

★ 1.6K+0 todayPython

rzru/nightingale

Machine learning powered Karaoke app (with scores!)

★ 1.5K+3 todayTypeScript

sepandhaghighi/pycm

Multi-class confusion matrix library in Python

Ramakm/AI-Engineering

A group of notebooks and other files which can help you learn AI from scratch.

★ 1.5K+0 todayJupyter Notebook

kitops-ml/kitops

An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.

greyhaven-ai/autocontext

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

★ 1.3K+0 todayPython

ai claude-code

MolecularAI/REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

★ 886+2 todayPython

ai deep-learning

bosun-ai/swiftide

Fast, streaming indexing, query, and agentic LLM applications in Rust

★ 796+0 todayRust

symgraph/GhidrAssist

An LLM extension for Ghidra to enable AI assistance in RE.

★ 772+1 todayJava

llm openai

Meesho/BharatMLStack

BharatMLStack is an open-source, end-to-end machine learning infrastructure stack built at Meesho to support real-time and batch ML workloads at Bharat scale

★ 716+0 todayGo

10up/classifai

Supercharge WordPress Content Workflows and Engagement with Artificial Intelligence.

★ 714+0 todayPHP

google/yggdrasil-decision-forests

A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

★ 677+0 todayC++

csinva/csinva.github.io

AI slides, paper notes, class notes, blog posts, and research overviews.

mozilla/bugbug

Platform for Machine Learning projects on Software Engineering

★ 576+0 todayPython

xorq-labs/xorq

Deterministic ledger for agentic data work.

★ 556+0 todayPython

agents memory

superlinked/VectorHub

Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.

★ 533+0 todayJupyter Notebook