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머신러닝 · GitHub

모델 학습, 평가, 추론 프레임워크를 찾고 커뮤니티의 관심도를 비교하세요.

유용한 GitHub 프로젝트

4,549 프로젝트
1,457스타
concrete-ml preview

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

  • Built-in models: Ready-to-use FHE-friendly models with a user interface that is equivalent to their the scikit-learn and XGBoost counterparts
  • Customs models: Concrete ML supports models that can use quantization-aware training. These are developed by the user using PyTorch or keras/tensorflow and are imported into Concrete ML through ONNX
315스타
Solar-Forecast-ML preview

SFML is the first fully local AI solar forecast for Home Assistant, powered by a local Attention Transformer. No external AI — such as ChatGPT, Gemini, or Grok — required. Runs entirely on your device for complete privacy.

  • The forecast - Hourly for 72 hours, learned from your roof: shading, local weather, panel groups — and forecast quality is measured, not claimed.
  • Smart Charge - Charges the battery from the grid when electricity is cheap and the sun will not be enough — and leaves room for solar power otherwise.

youtube-digest

zarazhangrui

1,736스타
youtube-digest preview

YouTube 동영상을 자막, 이중 언어 번역, AI 개요, 설명, 노트가 포함된 심층 학습 자료로 변환합니다. 키는 직접 준비해야 합니다.

머신러닝JavaScriptMITGitHub

DensePoseFnL

zetyquickly

132스타

Making DensePose fast and light (WACV 2021): mobile DensePose models on Detectron2, with checkpoints on Hugging Face

face.evoLVe

ZhaoJ9014

3,599스타
face.evoLVe preview

🔥🔥PaddlePaddle 및 PyTorch 기반 고성능 얼굴 인식 라이브러리🔥🔥

1,532스타
awesome-imbalanced-learning preview

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

37스타
YOLO11Face preview

[ultralytics v8.3.75][yolov8/yolo11-pose][WIDER FACE]Upgrade YOLO5Face to YOLO8Face and YOLO11Face

머신러닝PythonApache-2.0GitHub
5,208스타
watermark-removal preview

이미지에서 직관적으로 워터마크를 제거해 정답 이미지와 구분할 수 없는 결과를 생성하는 머신러닝 이미지 인페인팅 작업입니다.

1,551스타

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.