Top MACHINE-LEARNING GitHub Repositories & Tools (2026)

The backend agents build with - Multimodal database, orchestration, and serving in one file

Deep Learning for humans

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Streamlit — A faster way to build and share data apps.

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

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/

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

NLTK Source

A toolkit for making real world machine learning and data analysis applications in C++

Open Machine Learning Compiler Framework

🐍 Geometric Computer Vision Library for Spatial AI

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

⚡ TabPFN: Foundation Model for Tabular Data ⚡

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

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 machine learning software for extracting information from scholarly documents

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.