eXplain-NNs Library
About the library
Project structure
Implemented methods
API
How to install
How to use
How to contribute
How to cite
Contact us
View the Project on GitHub
View On
GitHub
How to use
Visualization
Minimal working example
What is it for?
check that the neural network separates the classes well
we demonstrate this on 2 tasks:
CIFAR10
and
casting defects detection
Bayesianization
Minimal working example
What is it for?
detect corrupted inputs
notebook
pruning
notebook
Homology analysis
Minimal working example
What is it for?
analyze model robustness
notebook
analyze how informative are model features
notebook