Skip to content
/ InformationTheoryExperiment Public

Code used for information theory analysis of deep neural networks using matrix--based renyi's entropy and tensor kernels.

11 stars 4 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

Wickstrom/InformationTheoryExperiment

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

90 Commits
python
python
 
 
script
script
 
 
small_test
small_test
 
 
.gitignore
.gitignore
 
 
Dockerfile
Dockerfile
 
 
MNIST.npz
MNIST.npz
 
 
NN2DMoons.ipynb
NN2DMoons.ipynb
 
 
README.md
README.md
 
 
cnnMI.ipynb
cnnMI.ipynb
 
 

Repository files navigation

Code used in "INFORMATION PLANE ANALYSIS OF DEEP NEURAL NETWORKS VIA MATRIX–BASED RENYI’S ENTROPY AND TENSOR KERNELS".

About

Code used for information theory analysis of deep neural networks using matrix--based renyi's entropy and tensor kernels.

Resources

Readme
Activity

Stars

11 stars

Watchers

0 watching

Forks

4 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages