from psyneulink.globals.keywords import EXECUTING, FUNCTION, FUNCTION_PARAMS, INITIALIZING, INTERCEPT, LEARNING, LEARNING_PROJECTION, LEARNING_SIGNAL, MATRIX, PARAMETER_STATE, PARAMETER_STATES, PROJECTION_SENDER, SLOPE
from psyneulink.globals.preferences.componentpreferenceset import is_pref_set
from psyneulink.globals.preferences.preferenceset import PreferenceLevel
from psyneulink.globals.utilities import iscompatible, parameter_spec
__all__ = [
'DefaultTrainingMechanism',
'LearningProjection',
'LearningProjectionError',
'WT_MATRIX_RECEIVERS_DIM',
'WT_MATRIX_SENDER_DIM',
]
# Params:
parameter_keywords.update({LEARNING_PROJECTION, LEARNING})
projection_keywords.update({LEARNING_PROJECTION, LEARNING})
WT_MATRIX_SENDER_DIM = 0
WT_MATRIX_RECEIVERS_DIM = 1
DefaultTrainingMechanism = ObjectiveMechanism
class LearningProjectionError(Exception):
def __init__(self, error_value):
self.error_value = error_value
def __str__(self):
return repr(self.error_value)
from psyneulink.components.functions.function import Linear
from psyneulink.components.mechanisms.adaptive.control.controlmechanism import ControlMechanism
from psyneulink.components.projections.modulatory.modulatoryprojection import ModulatoryProjection_Base
from psyneulink.components.projections.projection import ProjectionError, Projection_Base, projection_keywords
from psyneulink.components.shellclasses import Mechanism, Process_Base
from psyneulink.globals.context import ContextFlags
from psyneulink.globals.keywords import CONTROL, CONTROL_PROJECTION, CONTROL_SIGNAL, PARAMETER_STATE, PROJECTION_SENDER
from psyneulink.globals.preferences.componentpreferenceset import is_pref_set
from psyneulink.globals.preferences.preferenceset import PreferenceLevel
__all__ = [
'CONTROL_SIGNAL_PARAMS', 'ControlProjection', 'ControlProjectionError',
]
parameter_keywords.update({CONTROL_PROJECTION, CONTROL})
projection_keywords.update({CONTROL_PROJECTION, CONTROL})
CONTROL_SIGNAL_PARAMS = 'control_signal_params'
class ControlProjectionError(Exception):
def __init__(self, error_value):
self.error_value = error_value
def __str__(self):
return repr(self.error_value)
class ControlProjection(ModulatoryProjection_Base):
"""
ControlProjection( \
sender=None, \
receiver=None, \
from psyneulink.components.shellclasses import Mechanism
from psyneulink.components.states.outputstate import OutputState
from psyneulink.globals.context import ContextFlags
from psyneulink.globals.keywords import AUTO_ASSOCIATIVE_PROJECTION, DEFAULT_MATRIX, HOLLOW_MATRIX, MATRIX
from psyneulink.globals.preferences.componentpreferenceset import is_pref_set
from psyneulink.globals.preferences.preferenceset import PreferenceLevel
__all__ = [
'AutoAssociativeError',
'AutoAssociativeProjection',
'get_auto_matrix',
'get_hetero_matrix',
]
parameter_keywords.update({AUTO_ASSOCIATIVE_PROJECTION})
projection_keywords.update({AUTO_ASSOCIATIVE_PROJECTION})
class AutoAssociativeError(Exception):
def __init__(self, error_value):
self.error_value = error_value
class AutoAssociativeProjection(MappingProjection):
"""
AutoAssociativeProjection( \
owner=None, \
sender=None, \
receiver=None, \
matrix=DEFAULT_MATRIX, \
params=None, \
from psyneulink.components.component import parameter_keywords
from psyneulink.components.functions.function import AccumulatorIntegrator, LinearMatrix, get_matrix
from psyneulink.components.projections.pathway.pathwayprojection import PathwayProjection_Base
from psyneulink.components.projections.projection import ProjectionError, Projection_Base, projection_keywords
from psyneulink.components.states.outputstate import OutputState
from psyneulink.globals.keywords import AUTO_ASSIGN_MATRIX, DEFAULT_MATRIX, FULL_CONNECTIVITY_MATRIX, FUNCTION, FUNCTION_PARAMS, HOLLOW_MATRIX, IDENTITY_MATRIX, INPUT_STATE, LEARNING, LEARNING_PROJECTION, MAPPING_PROJECTION, MATRIX, OUTPUT_STATE, PROCESS_INPUT_STATE, PROJECTION_SENDER, SYSTEM_INPUT_STATE, VALUE
from psyneulink.globals.log import ContextFlags
from psyneulink.globals.preferences.componentpreferenceset import is_pref_set
from psyneulink.globals.preferences.preferenceset import PreferenceEntry, PreferenceLevel
__all__ = [
'MappingError', 'MappingProjection',
]
parameter_keywords.update({MAPPING_PROJECTION})
projection_keywords.update({MAPPING_PROJECTION})
class MappingError(Exception):
def __init__(self, error_value):
self.error_value = error_value
class MappingProjection(PathwayProjection_Base):
"""
MappingProjection( \
sender=None, \
receiver=None, \
matrix=DEFAULT_MATRIX, \
weight=None, \
exponent=None, \
from psyneulink.components.projections.modulatory.modulatoryprojection import ModulatoryProjection_Base
from psyneulink.components.projections.projection import ProjectionError, Projection_Base, projection_keywords
from psyneulink.components.shellclasses import Mechanism, Process_Base
from psyneulink.globals.context import ContextFlags
from psyneulink.globals.keywords import FUNCTION_OUTPUT_TYPE, GATING, GATING_MECHANISM, GATING_PROJECTION, GATING_SIGNAL, INPUT_STATE, OUTPUT_STATE, PROJECTION_SENDER
from psyneulink.globals.preferences.componentpreferenceset import is_pref_set
from psyneulink.globals.preferences.preferenceset import PreferenceLevel
__all__ = [
'GATING_SIGNAL_PARAMS',
'GatingProjection',
'GatingProjectionError',
]
parameter_keywords.update({GATING_PROJECTION, GATING})
projection_keywords.update({GATING_PROJECTION, GATING})
GATING_SIGNAL_PARAMS = 'gating_signal_params'
class GatingProjectionError(Exception):
def __init__(self, error_value):
self.error_value = error_value
def __str__(self):
return repr(self.error_value)
class GatingProjection(ModulatoryProjection_Base):
"""
GatingProjection( \
sender=None, \
