本文整理汇总了Python中PyRegion.PyRegion.__init__方法的典型用法代码示例。如果您正苦于以下问题：Python PyRegion.__init__方法的具体用法？Python PyRegion.__init__怎么用？Python PyRegion.__init__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PyRegion.PyRegion的用法示例。
在下文中一共展示了PyRegion.__init__方法的2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: __init__
# 需要导入模块: from PyRegion import PyRegion [as 别名]
# 或者: from PyRegion.PyRegion import __init__ [as 别名]
def __init__(self,
columnCount, # Number of columns in the SP, a required parameter
inputWidth, # Size of inputs to the SP, a required parameter
spatialImp=getDefaultSPImp(), #'py', 'cpp'
**kwargs):
if columnCount <= 0 or inputWidth <=0:
raise TypeError("Parameters columnCount and inputWidth must be > 0")
# Pull out the spatial arguments automatically
# These calls whittle down kwargs and create instance variables of SPRegion
self.SpatialClass = getSPClass(spatialImp)
sArgTuples = _buildArgs(self.SpatialClass.__init__, self, kwargs)
# Make a list of automatic spatial arg names for later use
self._spatialArgNames = [t[0] for t in sArgTuples]
# Learning and SP parameters.
# By default we start out in stage learn with inference disabled
self.learningMode = True
self.inferenceMode = False
self.anomalyMode = False
self.topDownMode = False
self.columnCount = columnCount
self.inputWidth = inputWidth
PyRegion.__init__(self, **kwargs)
# Initialize all non-persistent base members, as well as give
# derived class an opportunity to do the same.
self._loaded = False
self._initializeEphemeralMembers()
# Debugging support, used in _conditionalBreak
self.breakPdb = False
self.breakKomodo = False
# Defaults for all other parameters
self.logPathInput = ''
self.logPathOutput = ''
self.logPathOutputDense = ''
self._fpLogSPInput = None
self._fpLogSP = None
self._fpLogSPDense = None
#
# Variables set up in initInNetwork()
#
# Spatial instance
self._sfdr = None
# Spatial pooler's bottom-up output value: hang on to this output for
# top-down inference and for debugging
self._spatialPoolerOutput = None
# Spatial pooler's bottom-up input: hang on to this for supporting the
# spInputNonZeros parameter
self._spatialPoolerInput = None示例2: __init__
# 需要导入模块: from PyRegion import PyRegion [as 别名]
# 或者: from PyRegion.PyRegion import __init__ [as 别名]
def __init__(self,
columnCount, # Number of columns in the SP, a required parameter
inputWidth, # Size of inputs to the SP, a required parameter
cellsPerColumn, # Number of cells per column, required
# Constructor arguments are picked up automatically. There is no
# need to add them anywhere in TPRegion, unless you need to do
# something special with them. See docstring above.
orColumnOutputs=False,
cellsSavePath='',
temporalImp=gDefaultTemporalImp,
anomalyMode=False,
**kwargs):
# Which Temporal implementation?
FDRTemporalClass = _getTPClass(temporalImp)
# Make a list of automatic temporal arg names for later use
# Pull out the temporal arguments automatically
# These calls whittle down kwargs and create instance variables of TPRegion
tArgTuples = _buildArgs(FDRTemporalClass.__init__, self, kwargs)
self._temporalArgNames = [t[0] for t in tArgTuples]
self.learningMode = True # Start out with learning enabled
self.inferenceMode = False
self.anomalyMode = anomalyMode
self.topDownMode = False
self.columnCount = columnCount
self.inputWidth = inputWidth
self.outputWidth = columnCount * cellsPerColumn
self.cellsPerColumn = cellsPerColumn
PyRegion.__init__(self, **kwargs)
# Initialize all non-persistent base members, as well as give
# derived class an opportunity to do the same.
self._loaded = False
self._initialize()
# Debugging support, used in _conditionalBreak
self.breakPdb = False
self.breakKomodo = False
# TPRegion only, or special handling
self.orColumnOutputs = orColumnOutputs
self.temporalImp = temporalImp
# Various file names
self.storeDenseOutput = False
self.logPathOutput = ''
self.cellsSavePath = cellsSavePath
self._fpLogTPOutput = None
# Variables set up in initInNetwork()
self._tfdr = None # FDRTemporal instance