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Maschinelles Lernen · GitHub

Finde Frameworks zum Trainieren, Bewerten und Ausführen von Modellen und vergleiche das Community-Interesse.

Nützliche GitHub-Projekte

7,589 Projekte

PyTorch-StudioGAN

POSTECH-CVLab

3,494Sterne
PyTorch-StudioGAN preview

StudioGAN ist eine Pytorch-Bibliothek mit Implementierungen repräsentativer Generative Adversarial Networks (GANs) für die bedingte und unbedingte Bildgenerierung.

  • Coverage: StudioGAN is a self-contained library that provides 7 GAN architectures, 9 conditioning methods, 4 adversarial losses, 13 regularization modules, 6 augmentation modules, 8 evaluation metrics, and 5 evaluation backbones. Among these configurations, we formulate 30 GANs as representatives.
  • Flexibility: Each modularized option is managed through a configuration system that works through a YAML file, so users can train a large combination of GANs by mix-matching distinct options.

LatteReview

PouriaRouzrokh

127Sterne
LatteReview preview

This is the repository for the LatteReview python package. LatteReview is a low-code Python package designed to automate systematic literature review processes through AI-powered agents.

  • Multi-agent review system with customizable roles and expertise levels for each reviewer
  • Support for multiple review rounds with hierarchical decision-making workflows
2,486Sterne
YOLOv5-Lite preview

🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

4,138Sterne
SmartCropper preview

🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪框架。自动识别边框,手动调节选区,使用透视变换裁剪并矫正选区;适用于身份证,名片,文档等照片的裁剪。

  • CropImageView 选区放大镜效果
  • CropImageView xml属性配置

microgpt

prabeakarve

51Sterne

A from-scratch, dependency-free GPT implementation in pure NumPy: byte-level tokenizer, multi-head self-attention, Adam trainer, and top-k sampler.

ML-ProjectKart

prathimacode-hub

702Sterne
ML-ProjectKart preview

🙌Kart of 234+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.

Maschinelles LernenJupyter NotebookMPL-2.0GitHub

BD3-Dataset

Praveenkottari

40Sterne
BD3-Dataset preview

This repository provides the BD3 dataset, containing over 3,965 annotated RGB images. It supports evaluating computer vision techniques for automatic defect identification to improve building inspections. A comprehensive study and comparison results simulate the identification and classification of defects in various real-world built environments.

landmarker

predict-idlab

49Sterne

PyTorch-based toolkit for landmark localization

  • Modular: Landmarker is designed to be modular. Almost all components can be used independently.
  • Flexible: Landmarker provides a flexible framework for landmark detection, allowing you to easily customize your model, loss function, and data loaders.

primeqa

primeqa

741Sterne
primeqa preview

The prime repository for state-of-the-art Multilingual Question Answering research and development.

325Sterne
PyTorch-Adventures preview

This repository contains an exhaustive coverage of a hands on approach to PyTorch along side powerful tools to accelerate model tuning and training

Maschinelles LernenJupyter NotebookMITGitHub

skore

probabl-ai

684Sterne

Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.

Gen.jl

probcomp

1,855Sterne

A general-purpose probabilistic programming system with programmable inference

  • Multi-paradigm Bayesian inference via Sequential Monte Carlo, variational inference, MCMC, and more.
  • Gradient-based training of generative models via parameter optimization, wake-sleep learning, etc.