Top Deep Learning repositories

Repositories with the GitHub topic “deep-learning”: 305 repositories with 6.1M stars between them, mostly written in Python, Jupyter Notebook and C++. The highest-rated is rohitg00/ai-engineering-from-scratch, #82 on the bestofgithub Elo ladder.

Biggest movers this week

FareedKhan-dev/kimi-k3-in-c

Open on GitHubC

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.

  • 2,009+11 Elo, change today
  • 12.1k stars
  • 1.8k forks
  • 105 watchers
git
git clone https://github.com/FareedKhan-dev/kimi-k3-in-c.git
  • avx2
  • c99
  • cpu-inference
  • deep-learning

TokenRhythm/opensquilla

Open on GitHubPython

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

  • 1,474+13 Elo, change today
  • 7.1k stars
  • 595 forks
git
git clone https://github.com/TokenRhythm/opensquilla.git
  • agent
  • ai
  • ai-agents
  • deep-learning

koharu-rs/koharu

Open on GitHubRust

ML-powered manga translator, written in Rust.

  • 1,569+11 Elo, change today
  • 6.6k stars
  • 500 forks
git
git clone https://github.com/koharu-rs/koharu.git
  • computer-vision
  • deep-learning
  • gpu
  • gui

lance-format/lance

Open on GitHubRust

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..

  • 1,573+26 Elo, change today
  • 7.3k stars
  • 943 forks
git
git clone https://github.com/lance-format/lance.git
  • apache-arrow
  • computer-vision
  • data-analysis
  • data-analytics

poloclub/transformer-explainer

Open on GitHubJavaScript

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

  • 1,605−1 Elo, change today
  • 9.1k stars
  • 1k forks
git
git clone https://github.com/poloclub/transformer-explainer.git
  • deep-learning
  • generative-ai
  • gpt
  • langauge-model

multimodal-art-projection/YuE

Open on GitHubPython

YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.

  • 1,874+7 Elo, change today
  • 13.5k stars
  • 1.5k forks
  • 105 watchers
git
git clone https://github.com/multimodal-art-projection/YuE.git
  • ai
  • audio-generation
  • deep-learning
  • foundation-models

Top 100 on the Elo ladder

  1. #82
    rohitg00/ai-engineering-from-scratch

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

    2,265 Elo −1379kPython
  2. #132
    tensorflow/tensorflow

    An Open Source Machine Learning Framework for Everyone

    2,193 Elo −31201kC++
  3. #135
    huggingface/transformers

    The reference library for pretrained text, vision and audio models: load, fine-tune and run thousands of checkpoints.

    2,186 Elo −5169kPython
  4. #147
    rasbt/LLMs-from-scratch

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

    2,172 Elo +1108kJupyter Notebook
  5. #222
    pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    2,114 Elo −9105kPython
  6. #350
    microsoft/AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    2,038 Elo −2770.8kJupyter Notebook
  7. #365
    ultralytics/ultralytics

    Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image…

    2,031 Elo +763.4kPython
  8. #378
    Developer-Y/cs-video-courses

    List of Computer Science courses with video lectures.

    2,025 Elo −8284.8k
  9. #405
    dair-ai/Prompt-Engineering-Guide

    🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

    2,013 Elo −1880.1kMDX
  10. #415
    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…

    2,009 Elo +10412.1kC
  11. #422
    microsoft/qlib

    Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring…

    2,006 Elo −3450.3kPython
  12. #436
    opencv/opencv

    Open Source Computer Vision Library

    2,000 Elo −3291.5kC++
  13. #437
    d2l-ai/d2l-zh

    《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

    1,999 Elo −2382.5kPython
  14. #578
    1,947 Elo −61165kPython
  15. #642
    harvard-edge/cs249r_book

    Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r |…

    1,930 Elo −3130.2kPython
  16. #686
    SYSTRAN/faster-whisper

    Faster Whisper transcription with CTranslate2

    1,919 Elo +326.7kPython
  17. #731
    wanshuiyin/Auto-claude-code-research-in-sleep

    ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review…

    1,910 Elo +3019.2kPython
  18. #732
    roboflow/supervision

    We write your reusable computer vision tools. 💜

    1,910 Elo −2551.6kPython
  19. #797
    google-ai-edge/mediapipe

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

    1,895 Elo −2237.7kC++
  20. #817
    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…

    1,891 Elo +2222.1kJavaScript
  21. #836
    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…

    1,888 Elo −2244.2kPython
  22. #837
    ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    500 AI Machine learning Deep learning Computer vision NLP Projects with code

    1,887 Elo −2337.7k
  23. #906
    multimodal-art-projection/YuE

    YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.

    1,874 Elo +7813.5kPython
  24. #932
    GokuMohandas/Made-With-ML

    Learn how to develop, deploy and iterate on production-grade ML applications.

    1,869 Elo −5250kJupyter Notebook
  25. #978
    stefan-jansen/machine-learning-for-trading

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

    1,860 Elo −1321.8kJupyter Notebook
  26. #1,084
    eugeneyan/applied-ml

    📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

    1,843 Elo −1330.9k
  27. #1,105
    eriklindernoren/ML-From-Scratch

    Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus…

    1,840 Elo −233.3kPython
  28. #1,177
    gradio-app/gradio

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

    1,830 Elo −844kPython
  29. #1,206
    microsoft/onnxruntime

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

    1,826 Elo −1622.3kC++
  30. #1,211
    labmlai/annotated_deep_learning_paper_implementations

    🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original…

    1,826 Elo −10567.7kPython
  31. #1,277
    1,816 Elo −116.4kPython
  32. #1,280
    microsoft/JARVIS

    JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

    1,816 Elo +925.6kPython
  33. #1,303
    alibaba/MNN

    MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs…

    1,812 Elo +4316.5kC++
  34. #1,332
    academic/awesome-datascience

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

    1,807 Elo −4830.3k
  35. #1,365
    HumanSignal/label-studio

    Label Studio is a multi-type data labeling and annotation tool with standardized output format

    1,803 Elo −2328.6kTypeScript
  36. #1,391
    Avik-Jain/100-Days-Of-ML-Code

    100 Days of ML Coding

    1,799 Elo −5952k
  37. #1,407
    d2l-ai/d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70…

    1,796 Elo −2330kPython
  38. #1,459
    huggingface/diffusers

    🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

    1,789 Elo −7234.9kPython
  39. #1,485
    coqui-ai/TTS

    🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

    1,786 Elo −1446.2kPython
  40. #1,517
    keras-team/keras

    Deep Learning for humans

    1,782 Elo −5964.4kPython
  41. #1,560
    ultralytics/yolov5

    Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

    1,777 Elo −3558.2kPython
  42. #1,579
    ChristosChristofidis/awesome-deep-learning

    A curated list of awesome Deep Learning tutorials, projects and communities.

    1,775 Elo −5229.1k
  43. #1,635
    openai/CLIP

    CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

    1,769 Elo −2834.6kJupyter Notebook
  44. #1,668
    CorentinJ/Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    1,765 Elo −7660.2kPython
  45. #1,697
    mli/paper-reading

    深度学习经典、新论文逐段精读

    1,761 Elo −5534.1k
  46. #1,702
    serengil/deepface

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

    1,761 Elo +223.7kPython
  47. #1,771
    huggingface/datasets

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

    1,752 Elo −422.1kPython
  48. #1,793
    lutzroeder/netron

    Visualizer for neural network, deep learning and machine learning models

    1,750 Elo −3133.6kJavaScript
  49. #1,801
    deepspeedai/DeepSpeed

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

    1,749 Elo −8743.3kPython
  50. #1,803
    mrdbourke/pytorch-deep-learning

    Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

    1,749 Elo −5719.4kJupyter Notebook
  51. #1,826
    dipakkr/awesome-ai-engineering

    🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP…

    1,747 Elo −3322.5k
  52. #1,852
    explosion/spaCy

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

    1,744 Elo −5834kPython
  53. #1,861
    fastai/fastbook

    The fastai book, published as Jupyter Notebooks

    1,743 Elo −5925.4kJupyter Notebook
  54. #1,872
    onnx/onnx

    Open standard for machine learning interoperability

    1,742 Elo −3321.6kPython
  55. #1,895
    owainlewis/awesome-artificial-intelligence

    A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

    1,739 Elo +1216.8kPython
  56. #1,922
    CMU-Perceptual-Computing-Lab/openpose

    OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

    1,736 Elo −8134.5kC++
  57. #1,982
    deepfakes/faceswap

    Deepfakes Software For All

    1,729 Elo −7857.6kPython
  58. #1,986
    AccumulateMore/CV

    ✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

    1,729 Elo −6724.2kJupyter Notebook
  59. #2,021
    Unity-Technologies/ml-agents

    The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to…

    1,725 Elo −2719.8kC#
  60. #2,034
    nndl/nndl

    邱锡鹏《神经网络与深度学习》第二版与通识版:电子书、章节目录、学习资源与勘误。

    1,723 Elo −819.6k
  61. #2,098
    Tencent/ncnn

    ncnn is a high-performance neural network inference framework optimized for the mobile platform

    1,717 Elo −624kC++
  62. #2,131
    kornia/kornia

    🐍 Geometric Computer Vision Library for Spatial AI

    1,713 Elo −2312.3kPython
  63. #2,156
    AMAI-GmbH/AI-Expert-Roadmap

    Roadmap to becoming an Artificial Intelligence Expert in 2022

    1,710 Elo −6731.3kJavaScript
  64. #2,230
    spmallick/learnopencv

    Learn OpenCV : C++ and Python Examples

    1,703 Elo −6723.2kJupyter Notebook
  65. #2,297
    fastai/fastai

    The fastai deep learning library

    1,696 Elo −6528.2kJupyter Notebook
  66. #2,309
    Unstructured-IO/unstructured

    Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex…

    1,695 Elo +4615.7kHTML
  67. #2,312
    JaidedAI/EasyOCR

    Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic…

    1,694 Elo −5330.1kPython
  68. #2,329
    donnemartin/data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark…

    1,693 Elo −5529.3kPython
  69. #2,364
    wkentaro/labelme

    Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

    1,689 Elo −7216.3kPython
  70. #2,380
    BVLC/caffe

    Caffe: a fast open framework for deep learning.

    1,688 Elo −6534.5kC++
  71. #2,392
    naptha/tesseract.js

    Pure Javascript OCR for more than 100 Languages 📖🎉🖥

    1,687 Elo −3038.8kJavaScript
  72. #2,447
    aymericdamien/TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

    1,681 Elo −6543.7kJupyter Notebook
  73. #2,450
    PaddlePaddle/Paddle

    PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice…

    1,680 Elo −3924.1kC++
  74. #2,464
    deezer/spleeter

    Deezer source separation library including pretrained models.

    1,679 Elo −1828.5kPython
  75. #2,471
    shap/shap

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

    1,678 Elo −5425.8kJupyter Notebook
  76. #2,488
    Lightning-AI/pytorch-lightning

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

    1,677 Elo −10231.4kPython
  77. #2,490
    ujjwalkarn/Machine-Learning-Tutorials

    machine learning and deep learning tutorials, articles and other resources

    1,677 Elo −918.3k
  78. #2,519
    WZMIAOMIAO/deep-learning-for-image-processing

    deep learning for image processing including classification and object-detection etc.

    1,674 Elo −8726.4kPython
  79. #2,530
    openvinotoolkit/openvino

    OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

    1,673 Elo +1211.1kC++
  80. #2,531
    yunjey/pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

    1,673 Elo −8032.5kPython
  81. #2,549
    TencentARC/GFPGAN

    GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

    1,671 Elo −4237.7kPython
  82. #2,581
    carla-simulator/carla

    Open-source simulator for autonomous driving research.

    1,669 Elo +2414.6kC++
  83. #2,618
    UFund-Me/Qbot

    [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs…

    1,666 Elo +118.8kJupyter Notebook
  84. #2,624
    CVHub520/X-AnyLabeling

    X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image…

    1,666 Elo +3610.9kPython
  85. #2,680
    ZuzooVn/machine-learning-for-software-engineers

    A complete daily plan for studying to become a machine learning engineer.

    1,661 Elo −8028.8k
  86. #2,711
    keon/awesome-nlp

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

    1,659 Elo −3519.1k
  87. #2,743
    EthicalML/awesome-production-machine-learning

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

    1,656 Elo −1221.1k
  88. #2,747
    afshinea/stanford-cs-229-machine-learning

    VIP cheatsheets for Stanford's CS 229 Machine Learning

    1,656 Elo −6520.3k
  89. #2,775
    recommenders-team/recommenders

    Best Practices on Recommendation Systems

    1,654 Elo −621.9kPython
  90. #2,810
    tracel-ai/burn

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

    1,651 Elo −1616.2kRust
  91. #2,850
    floodsung/Deep-Learning-Papers-Reading-Roadmap

    Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

    1,648 Elo −6739.6kPython
  92. #2,905
    ageron/handson-ml

    ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

    1,644 Elo −9325.6kJupyter Notebook
  93. #2,910
    pyg-team/pytorch_geometric

    Graph Neural Network Library for PyTorch

    1,644 Elo −7624.1kPython
  94. #2,933
    junyanz/pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    1,642 Elo −8225.2kPython
  95. #2,965
    skypilot-org/skypilot

    The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier…

    1,639 Elo +3610.8kPython
  96. #2,977
    terryum/awesome-deep-learning-papers

    The most cited deep learning papers

    1,638 Elo −8026.2kTeX
  97. #2,982
    mrdbourke/zero-to-mastery-ml

    All course materials for the Zero to Mastery Machine Learning and Data Science course.

    1,638 Elo −227.5kJupyter Notebook
  98. #3,116
    lukasmasuch/best-of-ml-python

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

    1,628 Elo −4223.8k
  99. #3,175
    nerfstudio-project/nerfstudio

    A collaboration friendly studio for NeRFs

    1,625 Elo +1512.2kPython
  100. #3,191
    mlc-ai/web-llm

    High-performance In-browser LLM Inference Engine

    1,624 Elo −2519.3kTypeScript