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deep-learning GitHub repositories

Explore 249 tracked GitHub repositories tagged deep-learning. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 1,158 stars since the previous daily snapshot.

Tracked repositories: 249
Total stars: 2,702,122
Stars gained · 7 days: +10,064
Stars gained · 30 days: +40,132

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Star activity for deep-learning repositories on this page
Repository	Total stars	Today	7 days	30 days
rohitg00/ai-engineering-from-scratch	74.7K	+336	+2,903	+15,441
wanshuiyin/Auto-claude-code-research-in-sleep	18.2K	+57	+382	+1,466
rasbt/reasoning-from-scratch	5.7K	+56	+259	+392
rasbt/LLMs-from-scratch	107.4K	+48	+436	+1,743
stefan-jansen/machine-learning-for-trading	21.6K	+47	+127	+523

Explore repositories

Showing 1–50 of 249 tracked repositories.

rohitg00/ai-engineering-from-scratch

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

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.

rasbt/reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

rasbt/LLMs-from-scratch

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

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

machine-learning deep-learning

ultralytics/ultralytics

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

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

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

tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

★ 201.3K+29 todayC++

machine-learning python

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

machine-learning deep-learning

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

★ 105.1K+26 todayPython

machine-learning deep-learning

microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

★ 70.3K+25 todayJupyter Notebook

ai machine-learning

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

machine-learning ai-agents

qwdwqfwq/topconf-paper-figure-gallery

3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and FigureForge retrieval-augmented figure drafting

TrenTorch/TrenTorch

Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning

★ 734+15 todayPython

machine-learning deep-learning

patrick-llgc/Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

★ 1.3K+14 todayJupyter Notebook

machine-learning deep-learning

CVHub520/X-AnyLabeling

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

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

gradio-app/gradio

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

★ 43.9K+10 todayPython

machine-learning deep-learning

google-ai-edge/mediapipe

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

★ 37.4K+10 todayC++

machine-learning deep-learning

FareedKhan-dev/kimi-k3-in-c

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

Developer-Y/cs-video-courses

List of Computer Science courses with video lectures.

★ 83.8K+10 todayUnknown

machine-learning deep-learning

roboflow/supervision

We write your reusable computer vision tools. 💜

★ 51.4K+9 todayPython

machine-learning deep-learning

streamlit/streamlit

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

★ 46.2K+9 todayPython

machine-learning deep-learning

WeThinkIn/AIGC-Interview-Book

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

★ 5.1K+8 todayPython

machine-learning deep-learning

lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

★ 33.6K+8 todayJavaScript

ai machine-learning

raiyanyahya/how-to-train-your-gpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

★ 4.1K+6 todayJupyter Notebook

llm machine-learning

Faceplugin-ltd/Open-Source-Face-Recognition-SDK

Face Recognition, Face Liveness Detection, Face Anti-Spoofing, Face Detection, Face Landmarks, Face Compare, Face Matching, Face Pose, Face Expression, Face Attributes, Face Templates Extraction, Face Landmarks

★ 3.0K+6 todayPython

machine-learning deep-learning

microsoft/onnxruntime

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

★ 22.2K+6 todayC++

machine-learning deep-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

machine-learning deep-learning

serengil/deepface

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

★ 23.6K+6 todayPython

machine-learning deep-learning

huggingface/huggingface_hub

The official CLI and Python client for the Hugging Face Hub.

★ 4.0K+6 todayPython

machine-learning deep-learning

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

machine-learning deep-learning

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.

lance-format/lance

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

★ 7.2K+5 todayRust

machine-learning python

fancyboi999/ai-engineering-from-scratch-zh

Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南

skypilot-org/skypilot

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

fastai/fastbook

The fastai book, published as Jupyter Notebooks

★ 25.4K+5 todayJupyter Notebook

machine-learning python

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.

mlc-ai/web-llm

High-performance In-browser LLM Inference Engine

★ 19.3K+4 todayTypeScript

llm deep-learning

promptslab/Awesome-Prompt-Engineering

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

academic/awesome-datascience

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

★ 30.2K+4 todayUnknown

machine-learning deep-learning

voxel51/fiftyone

Refine high-quality datasets and visual AI models

★ 11.2K+4 todayTypeScript

machine-learning python

pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

★ 5.1K+4 todayPython

machine-learning deep-learning

soda-inria/tabicl

TabICLv2: An open tabular foundation model

★ 1.4K+4 todayPython

machine-learning deep-learning

modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

★ 9.2K+4 todayPython

machine-learning deep-learning

NVIDIA/TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

★ 3.6K+4 todayPython

machine-learning deep-learning

yzhao062/pyod

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

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

machine-learning deep-learning

Lightning-AI/litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

★ 13.7K+3 todayPython