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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

7,660 プロジェクト

PEFT-SingLoRA

revaldianggara

49スター

PEFT-compatible SingLoRA: single-matrix low-rank adaptation with half the adapter parameters of standard LoRA, drop-in for transformers workflows.

  • 🚀 50% fewer parameters than standard LoRA
  • 🔧 Fully compatible with PEFT ecosystem
機械学習PythonBSD-2-ClauseGitHub

WiseFace

rezahsaputra

47スター

Self-hosted drop-in replacement for Face++ Compare API — powered by DeepFace/Facenet512

678スター
illustration2vec preview

A simple deep learning library for estimating a set of tags and extracting semantic feature vectors from given illustrations.

geo-trax

rfonod

55スター
geo-trax preview

🚀 Extract and analyze high-accuracy georeferenced vehicle trajectories from bird's-eye-view aerial video using computer vision and deep learning, for scalable urban traffic analysis.

stabilo

rfonod

41スター
stabilo preview

⚖️ Python library for stabilizing video frames or object trajectories relative to a chosen reference frame, using classical or deep-learning feature matching with robust homography/affine estimation, optional CUDA acceleration, and user-defined exclusion masks, built for dynamic scenes with moving objects.

815スター
texture-vs-shape preview

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

Kevinpro-NLP-demo

Ricardokevins

291スター

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现(大量代码借鉴于其他开源项目,原先是自己玩的,后来干脆也开源出来)

colorization

richzhang

3,474スター
colorization preview

深層ニューラルネットワークによる自動色付け。「Colorful Image Colorization」。ECCV 2016。

機械学習PythonBSD-2-ClauseGitHub

autokernel

RightNow-AI

1,624スター
autokernel preview

Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.

rio

rio-labs

3,651スター
rio preview

WebApps in pure Python. No JavaScript, HTML and CSS needed

  • Modern, declarative UI framework
  • 100% Python - Zero HTML, CSS, or JavaScript required
機械学習PythonApache-2.0GitHub