deep-learning GitHub repositories

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

★ 168.3K+43 todayPython

llm machine-learning

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

★ 105.1K+26 todayPython

Developer-Y/cs-video-courses

List of Computer Science courses with video lectures.

★ 83.8K+10 todayUnknown

rohitg00/ai-engineering-from-scratch

Learn AI Engineering! Learn it. Build it. Ship it for others.

microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

★ 70.3K+25 todayJupyter Notebook

labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

★ 67.6K+6 todayPython

keras-team/keras

Deep Learning for humans

★ 64.4K+1 todayPython

ultralytics/ultralytics

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

roboflow/supervision

We write your reusable computer vision tools. 💜

★ 51.4K+9 todayPython

microsoft/qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

★ 49.8K+28 todayPython

streamlit/streamlit

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

★ 46.2K+9 todayPython

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

gradio-app/gradio

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

★ 43.9K+10 todayPython

deepspeedai/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

★ 43.3K+0 todayPython

google-ai-edge/mediapipe

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

★ 37.4K+10 todayC++

explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

★ 34.0K+2 todayPython

lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

★ 33.6K+8 todayJavaScript

Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

★ 31.4K+0 todayPython

academic/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

★ 30.2K+4 todayUnknown

machine-learning ai-agents

harvard-edge/cs249r_book

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

★ 29.7K+18 todayPython

shap/shap

A game theoretic approach to explain the output of any machine learning model.

★ 25.8K+2 todayJupyter Notebook

fastai/fastbook

The fastai book, published as Jupyter Notebooks

★ 25.4K+5 todayJupyter Notebook

machine-learning python

PaddlePaddle/Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

★ 24.1K+3 todayC++

machine-learning python

lukasmasuch/best-of-ml-python

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

serengil/deepface

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

★ 23.6K+6 todayPython

spmallick/learnopencv

Learn OpenCV : C++ and Python Examples

★ 23.2K+1 todayJupyter Notebook

dipakkr/awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

MLEveryday/100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

★ 22.2K+0 todayPython

microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

★ 22.2K+6 todayC++

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

★ 22.1K+0 todayPython

llm ai

recommenders-team/recommenders

Best Practices on Recommendation Systems

★ 22.0K+1 todayPython

liyupi/ai-guide

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

★ 21.7K+41 todayJavaScript

llm ai

onnx/onnx

Open standard for machine learning interoperability

★ 21.6K+2 todayPython

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

★ 21.6K+47 todayJupyter Notebook

EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Unity-Technologies/ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

★ 19.8K+1 todayC#

mlc-ai/web-llm

High-performance In-browser LLM Inference Engine

★ 19.3K+4 todayTypeScript

llm deep-learning

keon/awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

★ 19.1K+0 todayUnknown

wanshuiyin/Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

datawhalechina/leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

★ 16.8K+4 todayJupyter Notebook

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

tracel-ai/burn

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

★ 16.2K+6 todayRust