Beyond Gradient Descent
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Contents:

  • Mathematical Framework
  • Structure
  • bgd
    • bgd package
      • Subpackages
        • bgd.layers package
      • Submodules
Beyond Gradient Descent
  • bgd
  • bgd package
  • bgd.layers package
  • View page source

bgd.layers package

This module contains all the layers that are implemented. Any layer needs to inherit from bgd.layers.layer.Layer and to implement its abstract methods (_forward(), backward() and get_parameters(), even by returning None if layer is non-parametric).

Submodules

  • bgd.layers.activation module
  • bgd.layers.conv module
  • bgd.layers.conv module
  • bgd.layers.conv module
  • bgd.layers.conv module
  • bgd.layers.conv2d module
  • bgd.layers.dropout module
  • bgd.layers.fc module
  • bgd.layers.flatten module
  • bgd.layers.layer module
  • bgd.layers.max_pooling module
  • bgd.layers.max_pooling module
  • bgd.layers.max_pooling module
  • bgd.layers.max_pooling2d module
  • bgd.layers.noise module
  • bgd.layers.operators module
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© Copyright 2018, Antoine Passemiers and Robin Petit.

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