def mmGetDefaultMetrics(self, verbosity=1):
resetsTrace = self.mmGetTraceResets()
return ([Metric.createFromTrace(trace, excludeResets=resetsTrace)
for trace in self.mmGetDefaultTraces()[:-3]] +
[Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()[-3:-1]] +
[self.mmGetMetricSequencesPredictedActiveCellsPerColumn(),
self.mmGetMetricSequencesPredictedActiveCellsShared()])
def mmGetDefaultMetrics(self, verbosity=1):
resetsTrace = self.mmGetTraceResets()
return ([
Metric.createFromTrace(trace, excludeResets=resetsTrace)
for trace in self.mmGetDefaultTraces()[:-3]
] + [
Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()[-3:-1]
])
def mmGetDefaultMetrics(self, verbosity=1):
resetsTrace = self.mmGetTraceResets()
return ([
Metric.createFromTrace(trace, excludeResets=resetsTrace)
for trace in self.mmGetDefaultTraces()[:-3]
] + [
Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()[-3:-1]
] + [
self.mmGetMetricSequencesPredictedActiveCellsPerColumn(),
self.mmGetMetricSequencesPredictedActiveCellsShared()
])
def testCreateFromTrace(self): metric = Metric.createFromTrace(self.trace) self.assertEqual(metric.title, self.trace.title) self.assertEqual(metric.min, 0) self.assertEqual(metric.max, 5) self.assertEqual(metric.sum, 15) self.assertEqual(metric.mean, 2.5) self.assertEqual(metric.standardDeviation, 1.707825127659933)
def mmGetDefaultMetrics(self, verbosity=1):
metrics = ([Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()[:-1]])
metrics += [self.mmGetMetricStabilityConfusion(),
self.mmGetMetricDistinctnessConfusion()]
return metrics
def mmGetDefaultMetrics(self, verbosity=1):
metrics = ([
Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()
])
metrics += [self.mmGetMetricDutyCycles()]
return metrics
def testCreateFromTraceExcludeResets(self): resetTrace = BoolsTrace(self, "resets") resetTrace.data = [True, False, False, True, False, False] metric = Metric.createFromTrace(self.trace, excludeResets=resetTrace) self.assertEqual(metric.title, self.trace.title) self.assertEqual(metric.min, 0) self.assertEqual(metric.max, 5) self.assertEqual(metric.sum, 10) self.assertEqual(metric.mean, 2.5) self.assertEqual(metric.standardDeviation, 1.8027756377319946)
def mmGetMetricFromTrace(self, trace):
"""
Convenience method to compute a metric over an indices trace, excluding
resets.
@param (IndicesTrace) Trace of indices
@return (Metric) Metric over trace excluding resets
"""
return Metric.createFromTrace(trace.makeCountsTrace(), excludeResets=self.mmGetTraceResets())
def mmGetMetricFromTrace(self, trace):
"""
Convenience method to compute a metric over an indices trace, excluding
resets.
@param (IndicesTrace) Trace of indices
@return (Metric) Metric over trace excluding resets
"""
return Metric.createFromTrace(trace.makeCountsTrace(),
excludeResets=self.mmGetTraceResets())
def mmGetDefaultMetrics(self, verbosity=1):
metrics = [Metric.createFromTrace(trace) for trace in self.mmGetDefaultTraces()[:-2]]
connectionsPerColumnMetricIntial = self._mmTraces["connectionsPerColumnMetric"].data[0].copy()
connectionsPerColumnMetricIntial.title += " (initial)"
connectionsPerColumnMetricFinal = self._mmTraces["connectionsPerColumnMetric"].data[-1].copy()
connectionsPerColumnMetricFinal.title += " (final)"
metrics += [
self.mmGetMetricStabilityConfusion(),
self.mmGetMetricDistinctnessConfusion(),
connectionsPerColumnMetricIntial,
connectionsPerColumnMetricFinal,
]
return metrics
def mmGetDefaultMetrics(self, verbosity=1):
metrics = ([Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()[:-2]])
connectionsPerColumnMetricIntial = (
self._mmTraces["connectionsPerColumnMetric"].data[0].copy())
connectionsPerColumnMetricIntial.title += " (initial)"
connectionsPerColumnMetricFinal = (
self._mmTraces["connectionsPerColumnMetric"].data[-1].copy())
connectionsPerColumnMetricFinal.title += " (final)"
metrics += [self.mmGetMetricStabilityConfusion(),
self.mmGetMetricDistinctnessConfusion(),
connectionsPerColumnMetricIntial,
connectionsPerColumnMetricFinal]
return metrics
def mmGetDefaultMetrics(self, verbosity=1):
metrics = ([Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()])
metrics += [self.mmGetMetricDutyCycles()]
return metrics
def mmGetDefaultMetrics(self, verbosity=1):
resetsTrace = self.mmGetTraceResets()
return ([Metric.createFromTrace(trace, excludeResets=resetsTrace)
for trace in self.mmGetDefaultTraces()[:-3]] +
[Metric.createFromTrace(trace)
for trace in self.mmGetDefaultTraces()[-3:-1]])
