What is this?

Repo contains script that produce relatively complex animations (see examples in animations folder) of hidden activations of different types of continuous time recurrent neural networks. Alternatively, here is a screenshot:

Installation

1. Clone the repo:

git clone https://github.com/frietz58/mpl_neural_activity.git

2. Install requirements:

python -m pip install -r requirements.txt

3. Done. Run video_freqpred_3x4_trace.py or video_ptb_trace.py to produce the animations as in the animations folder.

For more information on these specific animations, check out https://www.finnrietz.dev/projects/mpl_animate/.