spaceprobe-0.0.0: Control/SpaceProbe.hs

-- |                                                                            
-- Module : Control.SpaceProbe.Probe                                            
-- Copyright : Sean Burton 2015                                                 
-- License : BSD3                                                               
--                                                                              
-- Maintainer : burton.seanr@gmail.com                                          
-- Stability : experimental                                                     
-- Portability : unknown                                                        
--                                                                              
-- An applicative combinator library for parameter optimization designed        
-- to perform well over high-dimensional and/or discontinuous search spaces,    
-- using Monte-Carlo Tree Search with several enhancements.                     
                                                                                
module Control.SpaceProbe (                                              
  P.Probe(..),                                                                    
  P.newPartition,                                                                 
  -- * Floating search spaces                                                   
  P.distribution,                                                                 
  P.exponential,                                                                  
  P.normal,                                                                       
  P.uniform,                                                                      
  -- * Integral search spaces                                                   
  P.intDistribution,                                                              
  P.exponentialInt,                                                               
  P.normalInt,                                                                    
  P.uniformInt,                                                                   
  -- * Discrete search spaces                                                   
  P.constants,                                                                    
  P.permute,                                                                      
  P.sizedSublist,                                                                 
  P.sizedWithReplacement,                                                         
  P.sublist,                                                                      
  P.withReplacement,
  -- * Optimization                                                             
  O.maximize,                                                                     
  O.minimize,                                                                     
  -- * Monadic Optimization                                                     
  O.maximizeM,                                                                    
  O.minimizeM,                                                                    
  -- * Optimization in IO                                                       
  O.maximizeIO,                                                                   
  O.minimizeIO,                                                                   
  -- * Optimization output processing                                           
  O.highestYet,                                                                   
  O.lowestYet,                                                                    
  O.evaluateForusecs                                                              
) where                                                                         
           
import qualified Control.SpaceProbe.Internal.Optimize as O
import qualified Control.SpaceProbe.Internal.Probe as P