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densenet added #17

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Kamil-Kisielewicz
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Kamil-Kisielewicz and others added 10 commits August 1, 2019 15:17
@Kamil-Kisielewicz
densenetV1
a68f1cb 
basic playground
@Kamil-Kisielewicz
v1.1 experimentation
f0a19fa 
minimal difference from v1, just more experimentation and extra dropout and relu layers here and there
undo previous commit
34f2692
@Kamil-Kisielewicz
v1.1
434c21a 
minimal changes, some experimentation with adding relu and dropouts here and there
@Kamil-Kisielewicz
v1.2
baab1db 
heavy experimentation, added BC model, added GPU capabilities, full train and test on the v1.1 model with a 99.5 test accuracy and 99.79 validation accuracy.
@Kamil-Kisielewicz
update train_model
20830f0
@Kamil-Kisielewicz
update display_training_trends
8e9b52a 
switch legend to 'best' and add abstraction of history object
@Kamil-Kisielewicz
final densenet + confusion matrix
92bc196 
densenet architecture used for poster, evaluation, and confusion matrix without heuristics.
@Kamil-Kisielewicz
update training trends
60ee217
@Kamil-Kisielewicz
add densenet
d598b4e
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@Kamil-Kisielewicz