An Automatic Model Explanation Framework
Project description
AutoXplainAI
AutoXplainAI is an Automatic Model Explanation Framework that simplifies the process of interpreting machine learning models. It provides tools for generating explanations and visualizing them in an intuitive way.
Features
- Automatic generation of model explanations
- Visualization of feature importances
- Support for multiple explanation methods
Installation
pip install autoxplainai
Usage
from autoxplainai.explainer import Explainer
explainer = Explainer(model)
explanations = explainer.explain(X_test)
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