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機械学習 · GitHub

モデルの学習・評価・推論に使うフレームワークを探し、注目度を比較できます。

便利なGitHubプロジェクト

4,492 プロジェクト
37,442スター
Real-ESRGAN preview

Real-ESRGANは、実用的な汎用画像・動画復元アルゴリズムの開発を目指します。

機械学習PythonBSD-3-ClauseGitHub

AB3DMOT

xinshuoweng

1,853スター
AB3DMOT preview

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

transdim

xinychen

1,293スター
transdim preview

Machine learning for transportation data imputation and prediction.

機械学習Jupyter NotebookMITGitHub
67スター
sm120-nvfp4-training preview

Full NVFP4 training for GeForce RTX 50-series and RTX PRO 6000 Blackwell GPUs (SM120). Built on Infatoshi/nvfp4-sm120, with software stochastic rounding, random Hadamard transforms and six profiles for speed and memory. On one RTX 5060 Ti 16GB, validation loss fell over 2,048 full-parameter FineWeb updates of a 4.06B model.

UnifiedSKG

xlang-ai

565スター
UnifiedSKG preview

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

機械学習PythonApache-2.0GitHub

Bender

xmartlabs

1,799スター
Bender preview

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

cenet

xmindflow

41スター
cenet preview

[MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation

BasicSR

XPixelGroup

8,409スター
BasicSR preview

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

機械学習PythonApache-2.0GitHub

DIS

xuebinqin

2,589スター
DIS preview

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

機械学習Jupyter NotebookApache-2.0GitHub

U-2-Net

xuebinqin

9,896スター
U-2-Net preview

Pattern Recognition 2020 に新たに採択された私たちの論文「U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection」のコードです。

機械学習PythonApache-2.0GitHub
71スター

个人总结的大模型、Agent、多模态、自然语言处理NLP、计算机视觉CV等方向paper的阅读笔记;收集到或者使用到的一些NLP、CV等领域的优秀开源仓库;其他:如数据集、评测leaderboard等

4,011スター
FlappyLearning preview

機械学習(ニューロエボリューション)によって Flappy Bird のプレイを学習するプログラム

機械学習JavaScriptMITGitHub

GCNet

xvjiarui

1,221スター

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

機械学習PythonApache-2.0GitHub

Fair-Code

yakew7

72スター
Fair-Code preview

Auditing algorithmic bias in criminal justice, hiring, lending, healthcare, welfare, and tenant screening: 7 open-source audits, measurable fairness gaps, and concrete fixes.

uniface

yakhyo

2,215スター
uniface preview

A Unified Face Analysis Library for Python | Detection, alignment, landmarks, face-mesh, recognition, parsing, gaze, attributes and anti-spoofing under one API.