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Python SpatialPooler.getSynPermConnected方法代码示例

本文整理汇总了Python中nupic.bindings.algorithms.SpatialPooler.getSynPermConnected方法的典型用法代码示例。如果您正苦于以下问题:Python SpatialPooler.getSynPermConnected方法的具体用法?Python SpatialPooler.getSynPermConnected怎么用?Python SpatialPooler.getSynPermConnected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nupic.bindings.algorithms.SpatialPooler的用法示例。


在下文中一共展示了SpatialPooler.getSynPermConnected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: SpatialPoolerAPITest

# 需要导入模块: from nupic.bindings.algorithms import SpatialPooler [as 别名]
# 或者: from nupic.bindings.algorithms.SpatialPooler import getSynPermConnected [as 别名]

#.........这里部分代码省略.........


  def testGetSynPermTrimThreshold(self):
    inParam = 0.7
    self.sp.setSynPermTrimThreshold(inParam)
    outParam = self.sp.getSynPermTrimThreshold()
    self.assertAlmostEqual(inParam, outParam)


  def testGetSynPermActiveInc(self):
    inParam = 0.567
    self.sp.setSynPermActiveInc(inParam)
    outParam = self.sp.getSynPermActiveInc()
    self.assertAlmostEqual(inParam, outParam)


  def testGetSynPermInactiveDec(self):
    inParam = 0.123
    self.sp.setSynPermInactiveDec(inParam)
    outParam = self.sp.getSynPermInactiveDec()
    self.assertAlmostEqual(inParam, outParam)


  def testGetSynPermBelowStimulusInc(self):
    inParam = 0.0898
    self.sp.setSynPermBelowStimulusInc(inParam)
    outParam = self.sp.getSynPermBelowStimulusInc()
    self.assertAlmostEqual(inParam, outParam)


  def testGetSynPermConnected(self):
    inParam = 0.514
    self.sp.setSynPermConnected(inParam)
    outParam = self.sp.getSynPermConnected()
    self.assertAlmostEqual(inParam, outParam)


  def testGetMinPctOverlapDutyCycles(self):
    inParam = 0.11122
    self.sp.setMinPctOverlapDutyCycles(inParam)
    outParam = self.sp.getMinPctOverlapDutyCycles()
    self.assertAlmostEqual(inParam, outParam)


  def testGetPermanence(self):
    numInputs = 5
    numColumns = 5
    self.sp.initialize(columnDimensions=[numInputs], 
                       inputDimensions=[numColumns], 
                       potentialRadius=1, 
                       potentialPct=1)
    inParam = numpy.array(
      [0.06, 0.07, 0.08, 0.12, 0.13]).astype(realType)
    self.sp.setPermanence(0,inParam)
    outParam = numpy.zeros(numInputs).astype(realType)
    self.sp.getPermanence(0, outParam)
    self.assertListEqual(list(inParam),list(outParam))


  def testGetBoostFactors(self):
    numInputs = 3
    numColumns = 3
    self.sp.initialize(columnDimensions=[numInputs], 
                       inputDimensions=[numColumns])
    inParam = numpy.array([1, 1.2, 1.3, ]).astype(realType)
    self.sp.setBoostFactors(inParam)
开发者ID:gaoxuesong,项目名称:nupic,代码行数:70,代码来源:spatial_pooler_py_api_test.py


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