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Partial Dependence and Feature Interaction Plots

Module for making partial dependence plots for arbitrary sklearn classifier.

Installation

import partial_dependence. See Eample notebook for more details.

Comparisons

Single feature partial dependances (Random Forest)

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Feature pair partial dependances (Random Forest)

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Feature interaction plot (SVM)

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A Python library for creating partial dependence plots

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