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graphic visualization of layer weights #24

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timothyyu opened this issue May 5, 2018 · 1 comment
Open

graphic visualization of layer weights #24

timothyyu opened this issue May 5, 2018 · 1 comment
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enhancement New feature or request help wanted Extra attention is needed hypothetical question Further information is requested

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@timothyyu
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https://stackoverflow.com/questions/42861460/how-to-interpret-weights-in-a-lstm-layer-in-keras?utm_medium

keras-team/keras#3088

for e in zip(model.layers[0].trainable_weights, model.layers[0].get_weights()):
print('Param %s:\n%s' % (e[0],e[1]))

@timothyyu timothyyu added enhancement New feature or request help wanted Extra attention is needed question Further information is requested doc/ppt labels May 5, 2018
@timothyyu timothyyu self-assigned this May 5, 2018
@timothyyu
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timothyyu commented Jun 12, 2018

potential application of lstmvis project to model layer weights + cell states:
http://lstm.seas.harvard.edu/
https://github.com/HendrikStrobelt/LSTMVis

Related:
keras-team/keras#4962
https://github.com/cbaziotis/neat-vision

Attention mechanism (partially related):
https://github.com/philipperemy/keras-attention-mechanism

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