Metadata-Version: 2.1
Name: ICPOptimize
Version: 1.3
Summary: Python 3 Implementation of ICP and ICPRE
Home-page: https://github.com/nicholastoddsmith/ICPOptimize
Author: Nicholas T. Smith
Author-email: nicholastsmithblog@gmail.com
License: UNKNOWN
Description: # ICPOptimize
        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/](https://nicholastsmith.wordpress.com/2021/05/18/the-iterative-constrained-pathways-optimizer/)
        
        ## Installation
        
        Install via PyPi:
        
        ```pip install ICPOptimize```
        
        PyPi Project:
        
        [https://pypi.org/project/ICPOptimize/](https://pypi.org/project/ICPOptimize/)
        
        ## Examples
        
        ```python
        from ICP.Models import ICPRuleEnsemble
        
        ...
        
        IRE = ICPRuleEnsemble().fit(A[trn], Y[trn])
        YP  = IRE.predict_proba(A)
        ```
        
Keywords: optimization,optimizer,linear,ICP,ICPRE
Platform: UNKNOWN
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: C
Classifier: Programming Language :: Cython
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Description-Content-Type: text/markdown
