Dropout

Know a great resource on Dropout? Send it to us at contactbackprop@gmail.com!

Tags: Neural Networks (MLPs)

Videos

Dropout Regularization and Understanding Dropout

  • Explanation by Andrew Ng from his Deep Learning Coursera course


Dropout: an efficient way to combine neural nets

  • Explanation of dropout by Geoffrey Hinton

Posts

What is Dropout in neural networks?

  • Short explanation by educative.io


Regularization from scratch - Dropout

  • Implementation and explanation of dropout in pytorch

  • Crosslisted under code examples

Code Examples

Regularization from scratch - Dropout

  • Implementation and explanation of dropout in pytorch

  • Crosslisted under posts

Textbook Sections

Deep Learning Chapter 7.12 | Dropout (Page 255)

  • Section on dropout from Ian Goodfellow’s Textbook


Dropout | Chapter 4.6

  • A section on dropout from the Deep Dive into Deep Learning textbook

Tagged Pages: Batch Normalization

Know a great resource on Dropout? Send it to us at contactbackprop@gmail.com!