def test_measurefeaturemap(self):
"""
"""
self.feature_param = [Feature(name="phase",range=(0.0,1.0),values=[0.2,0.4,0.6],cyclic=False),
Feature(name="orientation",range=(0.0,1.0),step=0.5,cyclic=True)]
self.x = FeatureMaps(self.feature_param,
pattern_response_fn=pattern_response.instance(),
pattern_generator=SineGrating())
def test_measurefeaturemap(self):
"""
"""
self.feature_param = [
Feature(name="phase",
range=(0.0, 1.0),
values=[0.2, 0.4, 0.6],
cyclic=False),
Feature(name="orientation",
range=(0.0, 1.0),
step=0.5,
cyclic=True)
]
self.x = FeatureMaps(self.feature_param,
pattern_response_fn=pattern_response.instance(),
pattern_generator=SineGrating())
# Featuremapper hooks
def empty_storage_hook(arg):
"""Use this to unset storage hook because lambda will not work
with snapshots.
This function is used in notebook_setup.py of the topographica
IPython profile.
"""
pass
FeatureResponses.metadata_fns = [topo_metadata_fn]
FeatureResponses.pattern_response_fn = pattern_response.instance()
FeatureMaps.measurement_storage_hook = StorageHook.instance(sublabel='Maps')
FeatureCurves.measurement_storage_hook = StorageHook.instance(
sublabel='Curves')
ReverseCorrelation.measurement_storage_hook = StorageHook.instance(
sublabel='RFs')
measure_response.measurement_storage_hook = StorageHook.instance(sublabel=None)
measure_cog.measurement_storage_hook = StorageHook.instance(sublabel='CoG')
MeasureResponseCommand.preference_lookup_fn = get_feature_preference
MeasureResponseCommand.pattern_response_fn = pattern_response.instance()
## Set optimized versions of color conversion functions
imagen.colorspaces.rgb_to_hsv = color._rgb_to_hsv_array_opt
imagen.colorspaces.hsv_to_rgb = color._hsv_to_rgb_array_opt
# Featuremapper hooks
def empty_storage_hook(arg):
"""Use this to unset storage hook because lambda will not work
with snapshots.
This function is used in notebook_setup.py of the topographica
IPython profile.
"""
pass
FeatureResponses.metadata_fns = [topo_metadata_fn]
FeatureResponses.pattern_response_fn = pattern_response.instance()
FeatureMaps.measurement_storage_hook = StorageHook.instance(sublabel='Maps')
FeatureCurves.measurement_storage_hook = StorageHook.instance(sublabel='Curves')
ReverseCorrelation.measurement_storage_hook = StorageHook.instance(sublabel='RFs')
measure_response.measurement_storage_hook = StorageHook.instance(sublabel=None)
measure_cog.measurement_storage_hook = StorageHook.instance(sublabel='CoG')
MeasureResponseCommand.preference_lookup_fn = get_feature_preference
MeasureResponseCommand.pattern_response_fn = pattern_response.instance()
## Set optimized versions of color conversion functions
imagen.colorspaces.rgb_to_hsv = topo.optimized.color._rgb_to_hsv_array_opt
imagen.colorspaces.hsv_to_rgb = topo.optimized.color._hsv_to_rgb_array_opt
