exege

Tools for understanding and evaluating scientific machine-learning models: what an emulator holds inside, sparse autoencoders trained on it, figures, and a local app over them. The name comes from the Greek stem exēgē-, associated with explanation and interpretation.

Research tool. exege is early. What is described here works; expect it to change.

$ pip install exege            # everything but torch
$ pip install 'exege[nn]'      # and torch, for training sparse autoencoders
$ exege --help

This is the full install. It holds no code of its own: it installs exege-core with every extra but nn, and both provide the same import exege and the same exege command. For the light install, Click only, with each subpackage's dependencies added as you need them:

$ pip install 'exege-core[latents]'

• Documentation: https://mahf708.github.io/exege/
• Source and issues: https://github.com/mahf708/exege

BSD-3-Clause.