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.gitignore

.gitignore

 
 

Bagging figures.ipynb

Bagging figures.ipynb

 
 

README.md

README.md

 
 

bagging_experiment.py

bagging_experiment.py

 
 

calculate_cifar_mean.py

calculate_cifar_mean.py

 
 

cifar_mean.npy

cifar_mean.npy

 
 

evaluate_bagging_experiment.py

evaluate_bagging_experiment.py

 
 

mini_vgg.py

mini_vgg.py

 
 

nc_learning_experiment.py

nc_learning_experiment.py

 
 

run_eval.sh

run_eval.sh

 
 

run_exps.sh

run_exps.sh

 
 

run_nc_exps.sh

run_nc_exps.sh

 
 

util.py

util.py

 
 

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cifar-deep-ensembles

Experimental code for comparing ensembles of CNNs on the CIFAR-10 dataset constructed via bagging and via the KL-Divergence formulation of negative-correlation learning based on Heskes ambiguity decomposition.

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