Metadata-Version: 2.4
Name: mlguard
Version: 0.1.1
Summary: A scikit-learn based library for model validation checks like overfitting, imbalance, bias, etc.
Home-page: https://github.com/HDJadeja/mlguard
Author: Hetrajsinh Jadeja
Author-email: het1@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: statsmodels
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# MLGuard 

Lightweight Python library for automated machine learning model checks:

- Bias Detection (group fairness check)
- Class Imbalance Detection
- Multicollinearity Detection
- Overfitting/Underfitting Detection (using learning curves)

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## visit
https://mlguard-tool.tiiny.site/


## Installation

```bash
pip install mlguard

