https://github.com/fatescript/numpy_deeplearning

reimplement some basic ops in deeplearning(It's helpful for understanding)
https://github.com/fatescript/numpy_deeplearning

Last synced: 24 days ago
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reimplement some basic ops in deeplearning(It's helpful for understanding)

• Host: GitHub
• URL: https://github.com/fatescript/numpy_deeplearning
• Owner: FateScript
• Created: 2019-06-02T13:22:11.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-06-05T11:37:13.000Z (over 5 years ago)
• Last Synced: 2024-10-28T12:25:55.905Z (2 months ago)
• Language: Python
• Size: 5.86 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Numpy deeplearning

实现deeplearning(主要是计算机视觉领域)的一些基本op，加深理解

## function

relu

sigmoid

softmax

## initializer

kaiming

xavier

## layer

conv2d

batchnorm2d

pool2d

fc

dropout

## operator

add

mul

## optimizer

sgd

adam