Top MACHINE GitHub Repositories & Tools (2026)

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Cross-platform, customizable ML solutions for live and streaming media.

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Visualizer for neural network, deep learning and machine learning models

State machines, statecharts, and actors for complex logic

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

NLTK Source

Build voice agents with open-source models

Exporter for machine metrics

🐍 Geometric Computer Vision Library for Spatial AI

⚡ TabPFN: Foundation Model for Tabular Data ⚡

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

The AI search platform

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

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

A Cloud Native Batch System (Project under CNCF)

AASM - State machines for Ruby classes (plain Ruby, ActiveRecord, Mongoid, NoBrainer, Dynamoid)

Build your design system in React, Solid, Vue, Svelte or Vanilla. Powered by finite state machines

A machine learning software for extracting information from scholarly documents