Metadata-Version: 2.1
Name: validating-models
Version: 0.9.5
Summary: Supporting Explainable AI on Semantic Constraint Validation
Home-page: https://github.com/JulianLoewe/Validating_Models
Download-URL: https://github.com/JulianLoewe/Validating_Models/archive/refs/tags/v0.9.5.tar.gz
Author: Julian Gercke
License: GNU/GPLv3
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: shaclapi (>=0.9.0)
Requires-Dist: cairosvg (>=2.5.2)
Requires-Dist: dtreeviz (>=2.0.0)
Requires-Dist: matplotlib
Requires-Dist: numpy
Requires-Dist: openml
Requires-Dist: pandas
Requires-Dist: Pillow
Requires-Dist: rdflib (>=6.1.0)
Requires-Dist: requests
Requires-Dist: scikit-learn
Requires-Dist: seaborn (>=0.11.2)
Requires-Dist: SPARQLWrapper (>=2.0.0)
Requires-Dist: tqdm (>=4.63.0)
Requires-Dist: pebble (>=4.6.0)

[![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](LICENSE)

[![Python Versions](https://img.shields.io/pypi/pyversions/validating-models)](https://pypi.org/project/validating-models)
[![Package Format](https://img.shields.io/pypi/format/validating-models)](https://pypi.org/project/validating-models)
[![Package Status](https://img.shields.io/pypi/status/validating-models)](https://pypi.org/project/validating-models)
[![Package Version](https://img.shields.io/pypi/v/validating-models)](https://pypi.org/project/validating-models)

# Validating Models

This project supports explainable AI on Semantic Constraint Validation.
Check out the [GitHub pages](https://julianloewe.github.io/Validating_Models/html/index.html) for the documentation of the source code.

The underlying research is presented in:
1. Julian Alexander Gercke. _Supporting Explainable AI on Semantic Constraint Validation_. Master's Thesis, Leibniz Universität Hannover, June 2022. DOI: [10.15488/12527](https://doi.org/10.15488/12527)
