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머신러닝 · GitHub

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

유용한 GitHub 프로젝트

7,087 프로젝트

optimum

huggingface

3,520스타+1in 24h

🚀 사용하기 쉬운 하드웨어 최적화 도구로 🤗 Transformers, Diffusers, TIMM 및 Sentence Transformers의 추론과 학습을 가속화하세요

머신러닝PythonApache-2.0GitHub
37,284스타+1in 24h

가장 큰 PyTorch 이미지 인코더/백본 컬렉션입니다. 학습, 평가, 추론, 내보내기 스크립트와 사전 학습된 가중치를 포함하며, ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 및 V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt 등을 제공합니다

머신러닝PythonApache-2.0GitHub

transformers.js

huggingface

16,417스타+1in 24h

웹을 위한 최첨단 머신러닝. 서버 없이 브라우저에서 🤗 Transformers를 직접 실행할 수 있습니다!

머신러닝JavaScriptApache-2.0GitHub

VeriGPU

hughperkins

1,414스타+1in 24h
VeriGPU preview

OpenSource GPU, in Verilog, loosely based on RISC-V ISA

머신러닝SystemVerilogMITGitHub

gocv

hybridgroup

7,519스타+1in 24h
gocv preview

OpenCV 4 이상을 사용하는 컴퓨터 비전용 Go 패키지입니다. DNN, CUDA, OpenCV Contrib, OpenVINO를 지원합니다.

2,675스타+1in 24h
DeepMosaics preview

Automatically remove the mosaics in images and videos, or add mosaics to them.

머신러닝PythonGPL-3.0GitHub
530스타+1in 24h
aihwkit preview

IBM Analog Hardware Acceleration Kit

  • A library of device presets that are calibrated to real hardware data and based on models in the literature, along with a configuration that specifies a particular device and optimizer choice.
  • A module for executing high-level use cases ("experiments"), such as neural network training with minimal code overhead.
머신러닝Jupyter NotebookMITGitHub

DINO

IDEA-Research

2,865스타+1in 24h
DINO preview

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

머신러닝PythonApache-2.0GitHub

Cam2BEV

ika-rwth-aachen

794스타+1in 24h
Cam2BEV preview

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

nsfwjs

infinitered

9,029스타+1in 24h
nsfwjs preview

TensorFlow.js를 사용한 클라이언트 측 NSFW 감지

머신러닝TypeScriptMITGitHub
108스타+1in 24h

PyTorch ML quant research: 213 factors, bias correction, portfolio optimization, backtesting, and System-One/Jev-style decisions.

2,731스타+1in 24h

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

머신러닝PythonApache-2.0GitHub

dlrover

intelligent-machine-learning

1,695스타+1in 24h
dlrover preview

DLRover: An Automatic Distributed Deep Learning System

mtcnn

ipazc

2,493스타+1in 24h
mtcnn preview

MTCNN face detection implementation for TensorFlow, as a PIP package.

머신러닝Jupyter NotebookMITGitHub

iree

iree-org

4,013스타+1in 24h
iree preview

다중 타깃을 지원하는 MLIR 기반 머신 러닝 컴파일러 및 런타임 툴킷.

머신러닝C++Apache-2.0GitHub