Top MACHINE-LEARNING GitHub Repositories & Tools (2026)

Tabular Data Science Skills for guardrailing AI Agents

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

Typesafe, purely functional Computational Intelligence

A Static Analyzer for Java Powered by Machine Learning: Identifies Anti-Patterns Begging for Refactoring

Open source AML and Fraud Detection using Machine Learning for Real-Time Transaction Monitoring

Detect and warn about suspicious IPs logging into Nextcloud

Universal machine-learning models for advanced atomistic simulations

Autonomous Engineering

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

Library for reading and processing ML training data.

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

A scalable inference server for models optimized with OpenVINO™

Lightning fast data version control system for large repositories of data. Feels like git, pushes and pulls like oxen.

.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.