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This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln…

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LICENSE
LICENSE
 
 
README.txt
README.txt
 
 
combine_models.ipynb
combine_models.ipynb
 
 
densenet_features.py
densenet_features.py
 
 
find_nearest.py
find_nearest.py
 
 
global_analysis.py
global_analysis.py
 
 
helpers.py
helpers.py
 
 
img_aug.py
img_aug.py
 
 
links_to_datasets.txt
links_to_datasets.txt
 
 
local_analysis.py
local_analysis.py
 
 
log.py
log.py
 
 
main.py
main.py
 
 
model.py
model.py
 
 
poster.pdf
poster.pdf
 
 
preprocess.py
preprocess.py
 
 
prune.py
prune.py
 
 
push.py
push.py
 
 
receptive_field.py
receptive_field.py
 
 
resnet_features.py
resnet_features.py
 
 
run_pruning.py
run_pruning.py
 
 
save.py
save.py
 
 
settings.py
settings.py
 
 
slides.pdf
slides.pdf
 
 
supp_this_looks_like_that.pdf
supp_this_looks_like_that.pdf
 
 
this_looks_like_that.pdf
this_looks_like_that.pdf
 
 
train_and_test.py
train_and_test.py
 
 
vgg_features.py
vgg_features.py
 
 

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