#! /usr/bin/python

import sys
import os

import helperFunctions

###

def selectActiveLearning(method, configFile=None, verbose=True):

  sys.path.append(os.path.abspath(os.path.dirname(__file__)) + '/activeLearning')

  if method == 'GPemoc':
    import activeLearningGPemoc
    return activeLearningGPemoc.Regressor(configFile=configFile, verbose=verbose)

  else:
    raise Exception('Unknown method %s!'%method)