Metadata-Version: 2.1
Name: ixai
Version: 0.1.1
Summary: Explainable Artificial Intelligence for dynamic and Incremental models.
Home-page: https://github.com/mmschlk/iXAI
Author: Maximilian Muschalik
Author-email: maximilian.muschalik@ifi.lmu.de
License: MIT
Project-URL: Tracker, https://github.com/mmschlk/iXAI/issues?q=is%3Aissue+label%3Abug
Project-URL: Source, https://github.com/mmschlk/iXAI
Keywords: python,machine learning,online learning,xai
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.8.0
Description-Content-Type: text/markdown
Provides-Extra: dev
Provides-Extra: docs
License-File: LICENSE


<p align="center">
  <!-- PyPI Version -->
  <a href="https://pypi.org/project/ixai">
    <img src="https://img.shields.io/pypi/v/ixai.svg?color=blue" alt="PyPi">
  </a>
  <!-- PyPI status -->
  <a href="https://pypi.org/project/ixai">
    <img src="https://img.shields.io/pypi/status/ixai.svg?color=blue" alt="PyPi_status
  </a>
  <!-- License -->
  <a href="https://opensource.org/licenses/MIT">
    <img src="https://img.shields.io/badge/License-MIT-brightgreen.svg" alt="mit_license">
  </a>
</p>

# ixai: Incremental Explainable Artificial Intelligence

This is the first iteration of our incremental explanation package.

Currently, it includes two explanation methods: PFI and SAGE.

Please look at the examples in the `examples` directory.

Please help us in improving our work by contributing or pointing to issues. We will update this iteration soon with further information.

## 🛠 Installation
**ixai** is intended to work with **Python 3.8 and above**. Installation can be done via `pip`:

```sh
pip install ixai
```
