A scikit-learn based library for model validation checks like overfitting, imbalance, bias, etc.
Project description
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)
visit
https://mlguard-tool.tiiny.site/
Installation
pip install mlguard
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