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Commits on Jul 18, 2013

• Adding network_basic.py

  mnielsen

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Commits on May 11, 2013

• Added graph for rectified linear unit

  mnielsen

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• Added plot of tanh

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Commits on May 4, 2013

• Bug fixes

  mnielsen

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• Bugfixing deep_learning

  mnielsen

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• Bugfixing in deep_learning

  mnielsen

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Commits on May 2, 2013

• Added deep_learning module

  mnielsen

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• Refactoring DeepAutoencoder

  mnielsen

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• Improved image

  mnielsen

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• Adding plot for a deep autoencoder

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Commits on May 1, 2013

• Improving comments

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Commits on Apr 29, 2013

• Minor refactoring

  mnielsen

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• Added plot of how the gradient of the cost function varies with layer

  mnielsen

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• Refactoring and consolidating the feedforward methods

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• Refactoring the propagation of data

  mnielsen

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Commits on Apr 26, 2013

• Added a baseline comparison

  mnielsen

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• Typo

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• The error is now l1 error

  mnielsen

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  9fb7d26

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• Added computation of mean output activation

  mnielsen

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• Added experimental work on finding common knowledge between two autoencoders

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Commits on Apr 25, 2013

• Minor changes

  mnielsen

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• Refactoring

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• Added PCA results

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Commits on Apr 24, 2013

• Fixing filenames

  mnielsen

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• Added figure files illustrating why pca sometimes doesn't work so well

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• Better images for MNIST autoencoder

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• Added results for 100 unit autoencoder

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Commits on Apr 23, 2013

• Added graph for 10 unit autoencoder

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• Minor fiddling with the autoencoder

  mnielsen

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• Added autoencoder code, and code to make it easier to propagate data

  mnielsen

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Commits on Apr 20, 2013

• Transposes changes to instance methods

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• Updated doc string

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Commits on Apr 19, 2013

• Fixing up the function to find the minimal cross entropy

  mnielsen

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• Added a function computing the minimal cross entropy for a set of training data

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Commits on Apr 18, 2013

• Factoring out backprop2 from autoencoder

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