dreadlord1984 / adversarial-autoencoder Goto Github PK

code for the paper

• Chainer 1.18
• pylab
• PIL
• gzip
• six

Contains the following repository:

• chainer-sequential

run semi-supervised/regularize_z/train.py

We trained with a prior (a mixture of 10 2-D Gaussians or Swissroll distribution) on 10K labeled MNIST examples and 40K unlabeled MNIST examples.

run supervised/learn_style/train.py

run semi-supervised/classification/train.py

run unsupervised/clustering/train.py

run unsupervised/dim_reduction/train.py

run semi-supervised/dim_reduction/train.py