Python 3 Implementation of ICP and ICPRE
Project description
ICP
The Iterative Constrained Pathways Optimizer
Description
This repository contains implementations of both the Iterative Constrained Pathways (ICP) optimization method and the ICP Rule Ensemble (ICPRE). Further discussion about and motivation for the methods can be found on my blog:
nicholastsmith.wordpress.com/2021/05/18/the-iterative-constrained-pathways-optimizer/
Examples
from ICP.Models import ICPRuleEnsemble
...
IRE = ICPRuleEnsemble().fit(A[trn], Y[trn])
YP = IRE.predict_proba(A)
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