Re:Explainable Deep Learning: A Field Guide for the Uninitiated
by orionr on Sunday May 03, 2020 @05:51PM
(#23062139)
For those interested in this area for PyTorch models, take a look at Captum (https://captum.ai/). Still a lot of work to do, but we’ve provided a number of algorithms described in this field guide in the library. Always looking for collaborators and contribution of others.
Disclosure: I support the team that developed Captum.
Re:Explainable Deep Learning: A Field Guide for the Uninitiated
by arolihas on Sunday May 03, 2020 @10:38PM
(#23064024)
That's really cool! My Deep Learning class used Captum for our assignments with GradCAM activations; it's a very convenient tool for interpreting model activations on images.
Disclosure: I support the team that developed Captum.