Documentation¶

Welcome to the HES-XPLAIN official documentation. This page holds the entire project documentation for our collection of algorithms designed for various computational tasks in the XAI field.

Here is a selection of subjects that may fit your needs.

Installation guide

How to rapidly install dimlpfidex, rule-extraction, and MLxplain.

get the installation guide
Dimlpfidex graphical User Interface

Having trouble trying to deal with JSON configuration files?

Try the GUI
Dimlpfidex documentation

All dimlpfidex algorithms are described here.

Dive in
Rules extraction documentation

All about the rules extractions library.

Dive in
MLxplain documentation

All about the MLxplain library.

Dive in
API reference

Technical documentation for core features.

API reference
References

Academic papers and online ressources.

References
License

HES-XPLAIN licenses.

License