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Machine Learning · GitHub

Train, evaluate, and run machine learning models.

Useful GitHub projects

4,357 projects

gorse

gorse-io

9,916stars+4in 24h
gorse preview

AI-powered open-source recommender system engine supporting classical and LLM rankers, as well as multimodal content via embeddings.

LightGBM

lightgbm-org

18,958stars+4in 24h

A fast, distributed, high-performance gradient boosting framework based on decision tree algorithms (GBT, GBDT, GBRT, GBM, or MART), used for ranking, classification, and many other machine learning tasks.

netron

lutzroeder

33,669stars+4in 24h
netron preview

Visualizer for neural network, deep learning and machine learning models

nndl

nndl

19,578stars+4in 24h
nndl preview

Qiu Xipeng’s Neural Networks and Deep Learning, second edition and general-audience edition: e-book, chapter listings, learning resources, and errata.

1,240stars+4in 24h
earth2studio preview

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

Machine LearningPythonApache-2.0GitHub
3,429stars+4in 24h
physicsnemo preview

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Machine LearningPythonApache-2.0GitHub
89stars+4in 24h
NexusTradingForexBot preview

👑 Enterprise-grade, high-frequency quantitative scalp trading engine for XAUUSD (Gold). Driven by PyTorch (TCN + Self-Attention), Smart Money Concepts (SMC/ICT) , Win32 C++ MT5 IPC bindings, and a real-time FastAPI Canvas Web Dashboard.

deepface

serengil

23,663stars+4in 24h

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

GFPGAN

TencentARC

37,703stars+4in 24h
GFPGAN preview

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

burn

tracel-ai

16,264stars+4in 24h
burn preview

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

fiftyone

voxel51

11,284stars+4in 24h
fiftyone preview

Refine high-quality datasets and visual AI models

  • Native Annotation: Create and edit 2D and 3D labels directly in the App or integrate with your favorite annotation tools — then curate, QA, and iterate, all in one platform.
  • Visualize Complex Datasets: Easily explore images, videos, and associated labels in a powerful visual interface.
Machine LearningTypeScriptApache-2.0GitHub

labelme

wkentaro

16,303stars+4in 24h
labelme preview

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

  • Image annotation for polygon, rectangle, circle, line and point (tutorial)
  • Image flag annotation for classification and cleaning (#166)
9,712stars+4in 24h
video-subtitle-extractor preview

A GUI tool and deep-learning framework for extracting hard-coded subtitles from videos and generating SRT files. It requires no third-party API and performs text recognition locally. It includes subtitle-region detection and subtitle-content extraction.

Machine LearningPythonApache-2.0GitHub