Welcome to interpret-community’s documentation!
Interpret-Community is an experimental repository extending Interpret, with additional interpretability techniques and utility functions to handle real-world datasets and workflows for explaining models trained on tabular data. This repository contains the Interpret-Community SDK and Jupyter notebooks with examples to showcase its use.
The code is available from GitHub.
For the InterpretML organization, which interpret-community is part of, please see the common website at https://interpret.ml/.
The explanation dashboard, which is a web-based interface to the interpret-community code, is in the responsible-ai-toolbox repository.
You can find the main documentation for the all-in-one Responsible AI Toolbox which uses interpret-community as the backend at https://responsibleaitoolbox.ai/.
Installation
The package can be installed from pypi with:
pip install interpret-community