Top Machine Learning repositories

Repositories with the GitHub topic “machine-learning”: 352 repositories with 7.1M stars between them, mostly written in Python, Jupyter Notebook and C++. The highest-rated is f/prompts.chat, #60 on the bestofgithub Elo ladder.

Biggest movers this week

ChenLiu-1996/figures4papers

Open on GitHubPython

My Python scripts to make high-quality figures for publications in top AI conferences and journals.

  • 1,927+31 Elo, change today
  • +500 stars gained
  • 11.8k stars
  • 822 forks
  • 27 watchers
git
git clone https://github.com/ChenLiu-1996/figures4papers.git
  • acl
  • cvpr
  • eccv
  • emnlp

lmcinnes/umap

Open on GitHubPython

Uniform Manifold Approximation and Projection

  • 1,490+15 Elo, change today
  • 8.3k stars
  • 892 forks
git
git clone https://github.com/lmcinnes/umap.git
  • dimensionality-reduction
  • machine-learning
  • topological-data-analysis
  • umap

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

PriorLabs/TabPFN

Open on GitHubPython

⚡ TabPFN: Foundation Model for Tabular Data ⚡

  • 1,623−4 Elo, change today
  • 8.4k stars
  • 824 forks
git
git clone https://github.com/PriorLabs/TabPFN.git
  • data-science
  • foundation-models
  • machine-learning
  • tabpfn

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

ChenLiu-1996/figures4papers

Open on GitHubPython

My Python scripts to make high-quality figures for publications in top AI conferences and journals.

  • 1,927+31 Elo, change today
  • +500 stars gained
  • 11.8k stars
  • 822 forks
  • 27 watchers
git
git clone https://github.com/ChenLiu-1996/figures4papers.git
  • acl
  • cvpr
  • eccv
  • emnlp

Top 100 on the Elo ladder

  1. #60
    f/prompts.chat

    f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source —…

    2,309 Elo −34177kMDX
  2. #82
    rohitg00/ai-engineering-from-scratch

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

    2,265 Elo −1379kPython
  3. #132
    tensorflow/tensorflow

    An Open Source Machine Learning Framework for Everyone

    2,193 Elo −31201kC++
  4. #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
  5. #147
    rasbt/LLMs-from-scratch

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

    2,172 Elo +1108kJupyter Notebook
  6. #222
    pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    2,114 Elo −9105kPython
  7. #246
    patchy631/ai-engineering-hub

    In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

    2,098 Elo −7241.9kJupyter Notebook
  8. #320
    openbq-org/OpenBB

    Open Data Platform for analysts, quants and AI agents.

    2,055 Elo −4475.4kPython
  9. #331
    microsoft/ML-For-Beginners

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    2,049 Elo −4492.2kJupyter Notebook
  10. #350
    microsoft/AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    2,038 Elo −2770.8kJupyter Notebook
  11. #365
    ultralytics/ultralytics

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

    2,031 Elo +763.4kPython
  12. #366
    binhnguyennus/awesome-scalability

    The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

    2,030 Elo −3575.7k
  13. #378
    Developer-Y/cs-video-courses

    List of Computer Science courses with video lectures.

    2,025 Elo −8284.8k
  14. #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
  15. #421
    scikit-learn/scikit-learn

    scikit-learn: machine learning in Python

    2,006 Elo −5168.1kPython
  16. #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
  17. #427
    paperless-ngx/paperless-ngx

    A community-supported supercharged document management system: scan, index and archive all your documents

    2,003 Elo −5448.1kPython
  18. #430
    Fincept-Corporation/FinceptTerminal

    FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic…

    2,002 Elo +1733.8kC++
  19. #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
  20. #481
    mlabonne/llm-course

    Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

    1,981 Elo −3585.1k
  21. #485
    tesseract-ocr/tesseract

    Tesseract Open Source OCR Engine (main repository)

    1,980 Elo −5177.5kC++
  22. #511
    nautechsystems/nautilus_trader

    Production-grade Rust-native trading engine with deterministic event-driven architecture

    1,971 Elo +231.5kRust
  23. #552
    netdata/netdata

    The fastest path to AI-powered full stack observability, even for lean teams.

    1,956 Elo +1181.4kGo
  24. #577
    apache/airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    1,948 Elo −3347.4kPython
  25. #603
    ItzCrazyKns/Vane

    Vane is an AI-powered answering engine.

    1,940 Elo −438.2kTypeScript
  26. #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
  27. #657
    ChenLiu-1996/figures4papers

    My Python scripts to make high-quality figures for publications in top AI conferences and journals.

    1,927 Elo +20111.8kPython
  28. #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
  29. #732
    roboflow/supervision

    We write your reusable computer vision tools. 💜

    1,910 Elo −2551.6kPython
  30. #797
    google-ai-edge/mediapipe

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

    1,895 Elo −2237.7kC++
  31. #799
    mlflow/mlflow

    The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug…

    1,895 Elo −1528.8kPython
  32. #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
  33. #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
  34. #887
    streamlit/streamlit

    Streamlit — The agent-native framework for data apps and dashboards.

    1,877 Elo −1946.3kPython
  35. #897
    qdrant/qdrant

    Vector database and similarity search engine for embeddings, written in Rust.

    1,875 Elo −2335.5kRust
  36. #926
    srbhr/Resume-Matcher

    The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

    1,871 Elo −1929.2kPython
  37. #932
    GokuMohandas/Made-With-ML

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

    1,869 Elo −5250kJupyter Notebook
  38. #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
  39. #987
    NirDiamant/GenAI_Agents

    50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex…

    1,858 Elo −824.9kJupyter Notebook
  40. #1,010
    MakazhanAlpamys/Soup

    Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

    1,854 Elo +5210.5kPython
  41. #1,022
    1,852 Elo −3239.1kJupyter Notebook
  42. #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
  43. #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
  44. #1,108
    k4yt3x/video2x

    A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

    1,840 Elo −522.7kC++
  45. #1,127
    NirDiamant/RAG_Techniques

    This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique…

    1,837 Elo −4730.3kJupyter Notebook
  46. #1,177
    gradio-app/gradio

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

    1,830 Elo −844kPython
  47. #1,206
    microsoft/onnxruntime

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

    1,826 Elo −1622.3kC++
  48. #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
  49. #1,252
    screenpipe/screenpipe

    YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find…

    1,820 Elo +2022.3kRust
  50. #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++
  51. #1,332
    academic/awesome-datascience

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

    1,807 Elo −4830.3k
  52. #1,391
    Avik-Jain/100-Days-Of-ML-Code

    100 Days of ML Coding

    1,799 Elo −5952k
  53. #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
  54. #1,411
    JuliaLang/julia

    The Julia Programming Language

    1,796 Elo −749.2kJulia
  55. #1,460
    bbfamily/abu

    阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

    1,789 Elo −1019.1kPython
  56. #1,503
    marimo-team/marimo

    A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app…

    1,784 Elo +1123.5kPython
  57. #1,504
    ageitgey/face_recognition

    The world's simplest facial recognition api for Python and the command line

    1,784 Elo −3956.9kPython
  58. #1,517
    keras-team/keras

    Deep Learning for humans

    1,782 Elo −5964.4kPython
  59. #1,520
    dmlc/xgboost

    Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and…

    1,782 Elo −4828.9kC++
  60. #1,539
    fengdu78/Coursera-ML-AndrewNg-Notes

    吴恩达老师的机器学习课程个人笔记

    1,780 Elo −6438.1kHTML
  61. #1,555
    TheAlgorithms/C-Plus-Plus

    Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for…

    1,778 Elo −4434.8kC++
  62. #1,579
    ChristosChristofidis/awesome-deep-learning

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

    1,775 Elo −5229.1k
  63. #1,620
    polakowo/vectorbt

    The research engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

    1,771 Elo +679.8kPython
  64. #1,635
    openai/CLIP

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

    1,769 Elo −2834.6kJupyter Notebook
  65. #1,648
    TheAlgorithms/C

    Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for…

    1,767 Elo +922.6kC
  66. #1,676
    ggml-org/ggml

    Tensor library for machine learning

    1,764 Elo +10815.8kC++
  67. #1,687
    photoprism/photoprism

    AI-Powered Photos App 🌈💎✨

    1,763 Elo −2540.4kGo
  68. #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
  69. #1,742
    AI4Finance-Foundation/FinGPT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

    1,756 Elo +1421.5kJupyter Notebook
  70. #1,769
    modular/modular

    The Modular Platform (includes MAX & Mojo)

    1,753 Elo −3430.1kMojo
  71. #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
  72. #1,793
    lutzroeder/netron

    Visualizer for neural network, deep learning and machine learning models

    1,750 Elo −3133.6kJavaScript
  73. #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
  74. #1,803
    mrdbourke/pytorch-deep-learning

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

    1,749 Elo −5719.4kJupyter Notebook
  75. #1,815
    rocketride-org/rocketride-server

    High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM…

    1,748 Elo −24220kPython
  76. #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
  77. #1,852
    explosion/spaCy

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

    1,744 Elo −5834kPython
  78. #1,861
    fastai/fastbook

    The fastai book, published as Jupyter Notebooks

    1,743 Elo −5925.4kJupyter Notebook
  79. #1,872
    onnx/onnx

    Open standard for machine learning interoperability

    1,742 Elo −3321.6kPython
  80. #1,895
    owainlewis/awesome-artificial-intelligence

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

    1,739 Elo +1216.8kPython
  81. #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++
  82. #1,982
    deepfakes/faceswap

    Deepfakes Software For All

    1,729 Elo −7857.6kPython
  83. #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
  84. #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#
  85. #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
  86. #2,131
    kornia/kornia

    🐍 Geometric Computer Vision Library for Spatial AI

    1,713 Elo −2312.3kPython
  87. #2,156
    AMAI-GmbH/AI-Expert-Roadmap

    Roadmap to becoming an Artificial Intelligence Expert in 2022

    1,710 Elo −6731.3kJavaScript
  88. #2,174
    nmap/nmap

    Nmap - the Network Mapper. Github mirror of official SVN repository.

    1,708 Elo +4213.9kC
  89. #2,230
    spmallick/learnopencv

    Learn OpenCV : C++ and Python Examples

    1,703 Elo −6723.2kJupyter Notebook
  90. #2,277
    pytorch/vision

    Datasets, Transforms and Models specific to Computer Vision

    1,698 Elo +318kPython
  91. #2,297
    fastai/fastai

    The fastai deep learning library

    1,696 Elo −6528.2kJupyter Notebook
  92. #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
  93. #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
  94. #2,314
    DataTalksClub/machine-learning-zoomcamp

    Learn ML engineering for free in 4 months! Register here 👇🏼

    1,694 Elo +214.9kJupyter Notebook
  95. #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
  96. #2,380
    BVLC/caffe

    Caffe: a fast open framework for deep learning.

    1,688 Elo −6534.5kC++
  97. #2,438
    datawhalechina/pumpkin-book

    南瓜书:《机器学习》(西瓜书)公式详解

    1,682 Elo −3326.1k
  98. #2,447
    aymericdamien/TensorFlow-Examples

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

    1,681 Elo −6543.7kJupyter Notebook
  99. #2,450
    PaddlePaddle/Paddle

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

    1,680 Elo −3924.1kC++
  100. #2,471
    shap/shap

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

    1,678 Elo −5425.8kJupyter Notebook