v0.3.8

Major changes:

• Allow SimpleNetwork to take Layers
• initialize() checks inputs for color; make_image() respects it
• Raise an error for malformed SimpleNetwork layer representation
• Use a input_dataset in predict_to
• fix display_colormaps()
• Added network.propagate(show=False)
• Initialize limits with first generation of image
• Syntax of setup requires
• Use "Flatten" rather than 0
• allow tolerance as kwarg to fit()

0.3.2

Major changes:

• Network.propagate() returns values
• Network.fit() updates watched items with random dataset pattern
• Fixed a bug in Network.fit(); finish update - > propagate changes

0.3.1

Major changes:

• Changed network.update() to network.propagate(an_input)
• Changed network.update(dataset=true) to network.propagate_each(inputs)

0.3.0

Major changes:

• Added network.watch(), network.watch_layer(), and network.watch_weights()
• Added network.update(pattern) to update the watchers
• network.fit() calls network.update() on the first pattern every report_rate epochs
• Added network.enumerate_dataset(inputs)
• Draw blue border around dynamic/watched views
• Added Network(layers=[]) and network.connect(name, name)
• Added get_image(), display(), and get_widget() to Network

0.2.5

Major changes:

• requires aitk.utils
• Added predict_histogram()

0.2.4

Major changes:

• Added Network.predict_histogram()
• Updated titles in network display

0.2.3

Major changes:

• Network.predict_from() working on all tested layer types
• Renamed take_picture to display
• Removed set_weights(flat) flag
• PCA now in title of network when Network.predict_pca()

0.2.2

Major changes:

• work on representations for single and multi-input bank networks

0.2.1

Major changes:

• keep aspect ratio of PCA charts
• added sizes for PCA scatter points
• allow PCA on 1-unit layers
• PlotCallback is now UpdateCallback

0.2.0

Major changes:

• Added Network.predict_pca(inputs, colors=colors, set_pca_spaces=True)
• Added Network.fit(save=N) - saves weights every N epochs
• Network.take_picture() now displays as side-effect rather than return value
• Removed Network.display_picture()
• All display methods have a clear=True argument