/zhenglin-package

a python package of deep-learning networks&tools

Primary LanguagePythonMIT LicenseMIT

pip install zhenglin

@ Author: zhenglin @version: 1.20.19

This package contains some off-the-shelves deep-learning networks implemented with .

use

pip install zhenglin

to install this package.

News and Updates

  • Aug 13 2023: Version: 1.18.15 Add basic quantization support.
  • Oct 26 2023: Version: 1.20.19 Add TransUNet and SwinUNet

Introduction

zhenglin package is mainly motivated by eriklindernoren and his repo which provides many super clean and easy-to-read implementation of GAN variants. It is friendly to beginners and also a good reference for advanced users, especially for DL developpers.

Specifically, this package provides

  • A universal structure under zhenglin.dl.template.v1.*
  • Loss functions under zhenglin.dl.losses
  • Metrics under zhenglin.dl.metrics
  • Utils under zhenglin.dl.utils
  • 20 highly modular and easy-to-use implementation of deep-learning networks under zhenglin.dl.networks.* which includes(from a to z)