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Python Classifier.setCurrentIterationNumber方法代码示例

本文整理汇总了Python中Classifier.Classifier.setCurrentIterationNumber方法的典型用法代码示例。如果您正苦于以下问题:Python Classifier.setCurrentIterationNumber方法的具体用法?Python Classifier.setCurrentIterationNumber怎么用?Python Classifier.setCurrentIterationNumber使用的例子?那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在Classifier.Classifier的用法示例。


在下文中一共展示了Classifier.setCurrentIterationNumber方法的1个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的Python代码示例。

示例1: LearnerBuilder

# 需要导入模块: from Classifier import Classifier [as 别名]
# 或者: from Classifier.Classifier import setCurrentIterationNumber [as 别名]
class LearnerBuilder(object):

    # #created @link python.learner.Learner.Learner Learner @endlink object
    __learner = None

    # #@link python.pysgpp.extensions.datadriven.controller.CheckpointController.CheckpointController
    # CheckpointController @endlink if any used
    __checkpointController = None
    __gridDescriptor = None
    __specificationDescriptor = None
    __stopPolicyDescriptor = None
    __solverDescriptor = None


    ##
    # Default constuctor
    ##
    def __init__(self):
        self.__learner = None
        self.__gridDescriptor = None
        self.__specificationDescriptor = None
        self.__stopPolicyDescriptor = None


    ## Returns the object of learner subclass, that is currently beeing constructed
    # @return the object of learner subclass, that is currently beeing constructed
    def getLearner(self):
        return self.__learner


    ## Returns the checkpoint controller
    # @return the checkpoint controller
    def getCheckpointController(self):
        return self.__checkpointController



    ## Start building Regressor
    # @return: LearnerBuilder itself
    ##
    def buildRegressor(self):
        self.__learner = Regressor()
        return self.__buildCommonLearner(self.__learner)


    ## Start building Classifier
    # @return: LearnerBuilder itself
    ##
    def buildClassifier(self,):
        self.__learner = Classifier()
        return self.__buildCommonLearner(self.__learner)


    def __buildCommonLearner(self, learner):
        learnedKnowledge = LearnedKnowledge()
        learner.setLearnedKnowledge(learnedKnowledge)
        #stopPolicy = TrainingStopPolicy()
        #learner.setStopPolicy(stopPolicy)
        return self


    ## Start description of specification parameters for learner
    # @return: SpecificationDescriptor
    ##
    def withSpecification(self):
        self.__specificationDescriptor = LearnerBuilder.SpecificationDescriptor(self)
        return self.__specificationDescriptor


    ## Start description of parameters of CG-Solver for learner
    # @return: CGSolverDescriptor
    ##
    def withCGSolver(self):
        self.__solverDescriptor = LearnerBuilder.CGSolverDescriptor(self)
        return self.__solverDescriptor


    ## Start description of parameters of CG-Solver for learner
    # @return: GridDescriptor
    ##
    def withGrid(self):
        self.__gridDescriptor = LearnerBuilder.GridDescriptor(self)
        return self.__gridDescriptor


    ##
    #Set the starting iteration number ane return the builder object
    #
    # @param iteration: integer starting iteration number
    # @return: LeanreBuilder
    ##
    def withStartingIterationNumber(self, iteration):
        self.__learner.setCurrentIterationNumber(iteration)
        return self


    ##
    # Start description of parameters of stop-policy for learner
    # @return: StopPolicyDescriptor
    ##
#.........这里部分代码省略.........
开发者ID:ABAtanasov,项目名称:Sparse-Grids,代码行数:103,代码来源:LearnerBuilder.py


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