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Topic · machine-learning

machine-learning

Tracked open-source repos tagged machine-learning, sorted by stars.

1,676 repos
  • metaflow@Netflix

    Build, Manage and Deploy AI/ML Systems

    10,250+21Star change over the last 7 days
  • techniques@satellite-image-deep-learning

    Techniques for deep learning with satellite & aerial imagery

    10,240+6Star change over the last 7 days
  • A resource repository for 3D machine learning

    10,195+4Star change over the last 7 days
  • data-science-interviews@alexeygrigorev

    Data science interview questions and answers

    10,133+15Star change over the last 7 days
  • Book4_Power-of-Matrix@Visualize-ML

    Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

    10,054+16Star change over the last 7 days
  • tpot@EpistasisLab

    A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

    10,051-1Star change over the last 7 days
  • cookiecutter-data-science@drivendataorg

    A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

    10,028+15Star change over the last 7 days
  • pyod@yzhao062

    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.

    9,977+5Star change over the last 7 days
  • sktime@sktime

    A unified framework for machine learning with time series

    9,975+16Star change over the last 7 days
  • sonnet@google-deepmind

    TensorFlow-based neural network library

    9,960+1Star change over the last 7 days
  • computervision-recipes@microsoft

    Best Practices, code samples, and documentation for Computer Vision.

    9,879+0Star change over the last 7 days
  • pycaret@pycaret

    Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

    9,832+0Star change over the last 7 days
  • gorse@gorse-io

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

    9,812+10Star change over the last 7 days
  • notebooks@roboflow

    A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

    9,632+10Star change over the last 7 days
  • tflearn@tflearn

    Deep learning library featuring a higher-level API for TensorFlow.

    9,576+1Star change over the last 7 days
  • inference@xorbitsai

    Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

    9,528+21Star change over the last 7 days
  • darts@unit8co

    A python library for user-friendly forecasting and anomaly detection on time series.

    9,511+14Star change over the last 7 days
  • Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

    9,510+7Star change over the last 7 days
  • RobustVideoMatting@PeterL1n

    Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

    9,505+14Star change over the last 7 days
  • AIMLInterviews@alirezadir

    This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

    9,488+54Star change over the last 7 days
  • cog@replicate

    Containers for machine learning

    9,464+5Star change over the last 7 days
  • oneflow@Oneflow-Inc

    OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

    9,428+2Star change over the last 7 days
  • Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

    9,370+5Star change over the last 7 days
  • ML.NET is an open source and cross-platform machine learning framework for .NET.

    9,352+3Star change over the last 7 days
  • :octocat: Machine Learning for Cyber Security

    9,336+26Star change over the last 7 days
  • Bindu@GetBindu

    Bindu: The identity, communication, and payments layer for AI agents.

    9,330+666Star change over the last 7 days
  • autokeras@keras-team

    AutoML library for deep learning

    9,327+2Star change over the last 7 days
  • modelscope@modelscope

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

    9,117+19Star change over the last 7 days
  • rf-detr@roboflow

    RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

    9,095+63Star change over the last 7 days
  • catboost@catboost

    A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

    9,085+13Star change over the last 7 days
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