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머신러닝 · GitHub

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

유용한 GitHub 프로젝트

7,840 프로젝트

RCAN

yulunzhang

1,515스타
RCAN preview

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

lgo

yunabe

2,452스타
lgo preview

Interactive Go programming with Jupyter

  • Write and execute Go (golang) interactively like Python.
  • Jupyter Notebook integration
머신러닝GoBSD-3-ClauseGitHub

pytorch_advanced

YutaroOgawa

871스타
pytorch_advanced preview

書籍「つくりながら学ぶ! PyTorchによる発展ディープラーニング」の実装コードを配置したリポジトリです

머신러닝Jupyter NotebookMITGitHub

NeatRL

YuvrajSingh-mist

238스타

Readable single-file PyTorch implementations of deep RL algorithms

  • Single-file implementations: Each algorithm lives entirely in one self-contained file -- no hunting across modules
  • Experiment Tracking: Built-in support for Weights & Biases logging
머신러닝PythonApache-2.0GitHub
430스타

From-scratch PyTorch replications of classic and SOTA AI/ML papers: transformers, attention, GANs, diffusion, CLIP, LoRA, MoE, plus SFT/GRPO post-training experiments.

머신러닝Jupyter NotebookApache-2.0GitHub

smolcluster

YuvrajSingh-mist

90스타
smolcluster preview

Educational distributed training and inference library for heterogeneous local hardware: Mac minis, Raspberry Pis and GPUs over plain Python sockets. FSDP, GRPO, parameter-server, expert and data parallelism.

  • Distributed Training Algorithms: Fully Sharded Data Parallel (ZeRO-optimized), Classic Data Parallelism (All-Reduce), Elastic Distributed Parallelism, Synchronous Parameter Server (SyncPS), Expert Parallelism (EP), and Model Parallelism
  • Heterogeneous Hardware: Mac minis, Raspberry Pis, MacBooks, and Windows machines
머신러닝PythonApache-2.0GitHub

PoseCNN

yuxng

836스타
PoseCNN preview

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

PoinTr

yuxumin

874스타
PoinTr preview

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

DDSP-SVC

yxlllc

2,716스타

Real-time end-to-end singing voice conversion system based on DDSP (Differentiable Digital Signal Processing)

combo

yzhao062

660스타

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

머신러닝PythonBSD-2-ClauseGitHub

pyod

yzhao062

10,087스타

표 형식, 시계열, 그래프, 텍스트, 이미지, 오디오 데이터의 이상 탐지를 위한 Python 라이브러리입니다. 60개 이상의 탐지기, 벤치마크로 뒷받침되는 ADEngine 오케스트레이션, AI 에이전트를 위한 에이전트형 워크플로를 제공합니다.

머신러닝PythonBSD-2-ClauseGitHub

DeepNER

z814081807

966스타
DeepNER preview

天池中药说明书实体识别挑战冠军方案;中文命名实体识别;NER; BERT-CRF & BERT-SPAN & BERT-MRC;Pytorch