本文整理汇总了Python中parameters.Parameters.nextCombination方法的典型用法代码示例。如果您正苦于以下问题：Python Parameters.nextCombination方法的具体用法？Python Parameters.nextCombination怎么用？Python Parameters.nextCombination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类parameters.Parameters的用法示例。
在下文中一共展示了Parameters.nextCombination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: Parameters
# 需要导入模块: from parameters import Parameters [as 别名]
# 或者: from parameters.Parameters import nextCombination [as 别名]
# Get training images and convert them to vectors.
trainingImages, trainingTags = data.getImagesAndTags(trainingDataset)
trainingVectors = encoder.imagesToVectors(trainingImages)
# Specify parameter values to search
parameters = Parameters()
parameters.define("synPermConn", [0.5])
parameters.define("synPermDecFrac", [1.0, 0.5, 0.1])
parameters.define("synPermIncFrac", [1.0, 0.5, 0.1])
# Run the model until all combinations have been tried
while parameters.getNumResults() < parameters.numCombinations:
# Pick a combination of parameter values
parameters.nextCombination()
#parameters.nextRandomCombination()
synPermConn = parameters.getValue("synPermConn")
synPermDec = synPermConn*parameters.getValue("synPermDecFrac")
synPermInc = synPermConn*parameters.getValue("synPermIncFrac")
# Instantiate our spatial pooler
sp = SpatialPooler(
inputDimensions= (32, 32), # Size of image patch
columnDimensions = (32, 32),
potentialRadius = 10000, # Ensures 100% potential pool
potentialPct = 0.8,
globalInhibition = True,
localAreaDensity = -1, # Using numActiveColumnsPerInhArea
numActiveColumnsPerInhArea = 64,
# All input activity can contribute to feature output