Code for our paper titled TopoAct: Visually Exploring the Shape of Activations in Deep Learning
An interactive online demo can be found at: https://tdavislab.github.io/TopoAct/
To run a local instance preloaded with the ImageNet and CIFAR dataset, simply clone this repo and start a web server in the cloned repository's root directory (e.g. python -m http.server
)
Presently, the repo contains code for the front-end. Support for custom datasets and neural networks will be coming soon.