Index

A

accumulate() (nupic.frameworks.opf.metrics.AggregateMetric method) (nupic.frameworks.opf.metrics.MetricNegAUC method) activateCells() (nupic.algorithms.temporal_memory.TemporalMemory method) activateDendrites() (nupic.algorithms.temporal_memory.TemporalMemory method) activatePredictedColumn() (nupic.algorithms.temporal_memory.TemporalMemory method) AdaptiveScalarEncoder (class in nupic.encoders.adaptive_scalar) addEncoder() (nupic.encoders.multi.MultiEncoder method) addInstance() (nupic.frameworks.opf.metrics.MetricsIface method) addLabel() (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) addMultipleEncoders() (nupic.encoders.multi.MultiEncoder method) addRegion() (nupic.engine.Network method) addRegionFromBundle() (nupic.engine.Network method) aggregate() (nupic.frameworks.opf.metrics.AggregateMetric method) AggregateMetric (class in nupic.frameworks.opf.metrics)

aggregationDivide() (in module nupic.support) aggregationToMonthsSeconds() (in module nupic.support) Anomaly (class in nupic.algorithms.anomaly) anomalyAddLabel() (nupic.frameworks.opf.htm_prediction_model.HTMPredictionModel method) anomalyGetLabels() (nupic.frameworks.opf.htm_prediction_model.HTMPredictionModel method) AnomalyLikelihood (class in nupic.algorithms.anomaly_likelihood) AnomalyLikelihoodRegion (class in nupic.regions.anomaly_likelihood_region) anomalyProbability() (nupic.algorithms.anomaly_likelihood.AnomalyLikelihood method) AnomalyRegion (class in nupic.regions.anomaly_region) anomalyRemoveLabels() (nupic.frameworks.opf.htm_prediction_model.HTMPredictionModel method) appendRecord() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) appendRecords() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method)

B

BasicDatasetReader (class in nupic.frameworks.opf.opf_basic_environment) BasicPredictionLogger (class in nupic.frameworks.opf.opf_basic_environment)

BasicPredictionMetricsLogger (class in nupic.frameworks.opf.opf_basic_environment) burstColumn() (nupic.algorithms.temporal_memory.TemporalMemory method)

C

CategoryEncoder (class in nupic.encoders.category) cellsForColumn() (nupic.algorithms.temporal_memory.TemporalMemory method) checkpoint() (nupic.frameworks.opf.opf_environment.PredictionLoggerIface method) CLAClassifierRegion (class in nupic.regions.cla_classifier_region) ClassifierInput (class in nupic.frameworks.opf.opf_utils) classifyState() (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) classifyStates() (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) clear() (nupic.support.configuration_base.Configuration class method) (nupic.support.configuration_custom.Configuration class method) clearStats() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) Client (class in nupic.frameworks.opf.client) close() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) (nupic.frameworks.opf.opf_environment.PredictionLoggerIface method) closenessScores() (nupic.encoders.base.Encoder method) (nupic.encoders.pass_through.PassThroughEncoder method) columnForCell() (nupic.algorithms.temporal_memory.TemporalMemory method) compute() (nupic.algorithms.anomaly.Anomaly method) (nupic.algorithms.sdr_classifier.SDRClassifier method) (nupic.algorithms.spatial_pooler.SpatialPooler method) (nupic.algorithms.temporal_memory.TemporalMemory method) (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.regions.cla_classifier_region.CLAClassifierRegion method) (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) (nupic.regions.knn_classifier_region.KNNClassifierRegion method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) (nupic.regions.sp_region.SPRegion method) (nupic.regions.tm_region.TMRegion method)

computeLogLikelihood() (nupic.algorithms.anomaly_likelihood.AnomalyLikelihood static method) computeRawAnomalyScore() (in module nupic.algorithms.anomaly) Configuration (class in nupic.support.configuration_base) (class in nupic.support.configuration_custom) connectionsFactory() (nupic.algorithms.temporal_memory.TemporalMemory static method) ConsolePrinterMixin (class in nupic.support.console_printer) constructClassificationRecord() (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) convertNupicEnvToOPF() (nupic.frameworks.opf.exp_description_api.DescriptionIface method) (nupic.frameworks.opf.exp_description_api.ExperimentDescriptionAPI method) CoordinateEncoder (class in nupic.encoders.coordinate) coordinateForPosition() (nupic.encoders.geospatial_coordinate.GeospatialCoordinateEncoder method) cPrint() (nupic.support.console_printer.ConsolePrinterMixin method) create() (nupic.algorithms.sdr_classifier_factory.SDRClassifierFactory static method) (nupic.frameworks.opf.model_factory.ModelFactory static method) createFromFileFieldElement() (nupic.data.field_meta.FieldMetaInfo static method), [1] createListFromFileFieldList() (nupic.data.field_meta.FieldMetaInfo class method), [1] customCompute() (nupic.regions.cla_classifier_region.CLAClassifierRegion method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) CustomErrorMetric (class in nupic.frameworks.opf.metrics) CustomErrorMetric.CircularBuffer (class in nupic.frameworks.opf.metrics)

D

DatasetReaderIface (class in nupic.frameworks.opf.opf_basic_environment) DateEncoder (class in nupic.encoders.date) DATETIME_FORMATS (in module nupic.data.utils), [1] decode() (nupic.encoders.base.Encoder method) decodedToStr() (nupic.encoders.base.Encoder method) DeltaEncoder (class in nupic.encoders.delta) DescriptionIface (class in nupic.frameworks.opf.exp_description_api)

deSerializeExtraData() (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.regions.tm_region.TMRegion method) dict() (nupic.support.configuration_base.Configuration class method) disableInference() (nupic.frameworks.opf.model.Model method) disableLearning() (nupic.frameworks.opf.model.Model method) disableProfiling() (nupic.engine.Network method) disableTap() (nupic.regions.knn_classifier_region.KNNClassifierRegion method) doInference() (nupic.regions.knn_classifier_region.KNNClassifierRegion method)

E

emitFinalMetrics() (nupic.frameworks.opf.opf_basic_environment.PredictionMetricsLoggerIface method) emitPeriodicMetrics() (nupic.frameworks.opf.opf_basic_environment.PredictionMetricsLoggerIface method) enableInference() (nupic.frameworks.opf.model.Model method) enableLearning() (nupic.frameworks.opf.model.Model method) enableProfiling() (nupic.engine.Network method) enableTap() (nupic.regions.knn_classifier_region.KNNClassifierRegion method) encode() (nupic.encoders.base.Encoder method) encodedBitDescription() (nupic.encoders.base.Encoder method)

encodeIntoArray() (nupic.encoders.base.Encoder method) Encoder (class in nupic.encoders.base) EncoderResult (class in nupic.encoders.base) encoding (nupic.encoders.base.EncoderResult attribute) escape() (in module nupic.data.utils) estimateAnomalyLikelihoods() (in module nupic.algorithms.anomaly_likelihood) executeMethod() (nupic.bindings.regions.PyRegion.PyRegion method) ExperimentDescriptionAPI (class in nupic.frameworks.opf.exp_description_api) expValue() (nupic.frameworks.opf.metrics.CustomErrorMetric method)

F

FieldMetaInfo (class in nupic.data.field_meta), [1] FieldMetaSpecial (class in nupic.data.field_meta), [1] FieldMetaType (class in nupic.data.field_meta), [1] FileRecordStream (class in nupic.data.file_record_stream) finalize() (nupic.frameworks.opf.opf_task_driver.OPFTaskDriver method) findConfigFile() (nupic.support.configuration_base.Configuration class method)

finishLearning() (nupic.frameworks.opf.model.Model method) (nupic.frameworks.opf.previous_value_model.PreviousValueModel method) (nupic.regions.tm_region.TMRegion method) floatOrNone() (in module nupic.data.utils) flush() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method)

G

GeospatialCoordinateEncoder (class in nupic.encoders.geospatial_coordinate) get() (nupic.support.configuration_base.Configuration class method) getActivationThreshold() (nupic.algorithms.temporal_memory.TemporalMemory method) getActiveCells() (nupic.algorithms.temporal_memory.TemporalMemory method) getActiveDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) getActiveSegments() (nupic.algorithms.temporal_memory.TemporalMemory method) getAggregationMonthsAndSeconds() (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getAlgorithmInstance() (nupic.regions.cla_classifier_region.CLAClassifierRegion method) (nupic.regions.knn_classifier_region.KNNClassifierRegion method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) (nupic.regions.sp_region.SPRegion method) (nupic.regions.tm_region.TMRegion method) getAllDistances() (nupic.regions.knn_classifier_region.KNNClassifierRegion method) getAnomalyParameter() (nupic.frameworks.opf.htm_prediction_model.HTMPredictionModel method) getArgumentDescriptions() (in module nupic.support) getBaseSpec() (nupic.regions.sp_region.SPRegion class method) (nupic.regions.tm_region.TMRegion class method) getBookmark() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getBool() (nupic.support.configuration_base.Configuration class method) getBoostedOverlaps() (nupic.algorithms.spatial_pooler.SpatialPooler method) getBoostFactors() (nupic.algorithms.spatial_pooler.SpatialPooler method) getBoostStrength() (nupic.algorithms.spatial_pooler.SpatialPooler method) getBucketIndices() (nupic.encoders.base.Encoder method) getBucketInfo() (nupic.encoders.base.Encoder method) getBucketValues() (nupic.encoders.base.Encoder method) getCallbacks() (nupic.engine.Network method) getCallerInfo() (in module nupic.support) getCategoryFieldIdx() (nupic.data.record_stream.RecordStreamIface method) getCategoryList() (nupic.regions.knn_classifier_region.KNNClassifierRegion method) getCellIndex() (nupic.algorithms.temporal_memory.TemporalMemory static method) getCellIndices() (nupic.algorithms.temporal_memory.TemporalMemory class method) getCellsPerColumn() (nupic.algorithms.temporal_memory.TemporalMemory method) getColumnDimensions() (nupic.algorithms.spatial_pooler.SpatialPooler method) (nupic.algorithms.temporal_memory.TemporalMemory method) getConfigPaths() (nupic.support.configuration_base.Configuration class method) getConnectedCounts() (nupic.algorithms.spatial_pooler.SpatialPooler method) getConnectedPermanence() (nupic.algorithms.temporal_memory.TemporalMemory method) getConnectedSynapses() (nupic.algorithms.spatial_pooler.SpatialPooler method) getCustomDict() (nupic.support.configuration_custom.Configuration class method) getDataRowCount() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.stream_reader.StreamReader method) getDatasetFieldMetaData() (nupic.frameworks.opf.opf_basic_environment.DatasetReaderIface method) getDecoderOutputFieldTypes() (nupic.encoders.base.Encoder method) getDescription() (nupic.encoders.base.Encoder method) getDisplayWidth() (nupic.encoders.base.Encoder method) getDutyCyclePeriod() (nupic.algorithms.spatial_pooler.SpatialPooler method) getEncodedValues() (nupic.encoders.base.Encoder method) getEncoderList() (nupic.encoders.base.Encoder method) getError() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getExperimentDescriptionInterfaceFromModule() (nupic.frameworks.opf.helpers method) getFieldDescription() (nupic.encoders.base.Encoder method) getFieldInfo() (nupic.frameworks.opf.model.Model method) getFieldMax() (nupic.data.record_stream.RecordStreamIface method) getFieldMin() (nupic.data.record_stream.RecordStreamIface method) getFieldNames() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getFields() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getFloat() (nupic.support.configuration_base.Configuration class method) getGlobalInhibition() (nupic.algorithms.spatial_pooler.SpatialPooler method) getInferenceArgs() (nupic.frameworks.opf.model.Model method) getInferenceType() (nupic.frameworks.opf.model.Model method) getInferenceTypeFromLabel() (nupic.frameworks.opf.metrics.MetricSpec class method), [1] getInhibitionRadius() (nupic.algorithms.spatial_pooler.SpatialPooler method) getInitialPermanence() (nupic.algorithms.temporal_memory.TemporalMemory method) getInputDimensions() (nupic.algorithms.spatial_pooler.SpatialPooler method) getInputElement() (nupic.frameworks.opf.opf_utils.InferenceElement static method) getInt() (nupic.support.configuration_base.Configuration class method) getIterationLearnNum() (nupic.algorithms.spatial_pooler.SpatialPooler method) getIterationNum() (nupic.algorithms.spatial_pooler.SpatialPooler method) getLabel() (nupic.frameworks.opf.metrics.MetricSpec method), [1] getLabelResults() (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) getLabels() (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) getLatestDistances() (nupic.regions.knn_classifier_region.KNNClassifierRegion method) getLearningFieldIdx() (nupic.data.record_stream.RecordStreamIface method) getLocalAreaDensity() (nupic.algorithms.spatial_pooler.SpatialPooler method)

getMatchingSegments() (nupic.algorithms.temporal_memory.TemporalMemory method) getMaxDelay() (nupic.frameworks.opf.opf_utils.InferenceElement static method) getMaxNewSynapseCount() (nupic.algorithms.temporal_memory.TemporalMemory method) getMaxSegmentsPerCell() (nupic.algorithms.temporal_memory.TemporalMemory method) getMaxSynapsesPerSegment() (nupic.algorithms.temporal_memory.TemporalMemory method) getMetric() (nupic.frameworks.opf.metrics.MetricsIface method) getMetricLabels() (nupic.frameworks.opf.opf_task_driver.OPFTaskDriver method) getMetrics() (nupic.frameworks.opf.opf_task_driver.OPFTaskDriver method) getMinOverlapDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) getMinPctOverlapDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) getMinThreshold() (nupic.algorithms.temporal_memory.TemporalMemory method) getModelControl() (nupic.frameworks.opf.exp_description_api.DescriptionIface method) getModelDescription() (nupic.frameworks.opf.exp_description_api.DescriptionIface method) getModule() (nupic.frameworks.opf.metrics method) getNextRecord() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getNextRecordDict() (nupic.data.record_stream.RecordStreamIface method) getNextRecordIdx() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getNumActiveColumnsPerInhArea() (nupic.algorithms.spatial_pooler.SpatialPooler method) getNumColumns() (nupic.algorithms.spatial_pooler.SpatialPooler method) getNumInputs() (nupic.algorithms.spatial_pooler.SpatialPooler method) getOutputElementCount() (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.regions.cla_classifier_region.CLAClassifierRegion method) (nupic.regions.knn_classifier_region.KNNClassifierRegion method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) getOutputValues() (nupic.regions.cla_classifier_region.CLAClassifierRegion method) getOverlapDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) getOverlaps() (nupic.algorithms.spatial_pooler.SpatialPooler method) getParameter() (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.frameworks.opf.htm_prediction_model.HTMPredictionModel method) (nupic.regions.cla_classifier_region.CLAClassifierRegion method) (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) (nupic.regions.knn_classifier_region.KNNClassifierRegion method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) (nupic.regions.sp_region.SPRegion method) (nupic.regions.tm_region.TMRegion method) getParameterArray() (nupic.bindings.regions.PyRegion.PyRegion method) getParameterArrayCount() (nupic.bindings.regions.PyRegion.PyRegion method) getPermanence() (nupic.algorithms.spatial_pooler.SpatialPooler method) getPermanenceDecrement() (nupic.algorithms.temporal_memory.TemporalMemory method) getPermanenceIncrement() (nupic.algorithms.temporal_memory.TemporalMemory method) getPotential() (nupic.algorithms.spatial_pooler.SpatialPooler method) getPotentialPct() (nupic.algorithms.spatial_pooler.SpatialPooler method) getPotentialRadius() (nupic.algorithms.spatial_pooler.SpatialPooler method) getPredictedSegmentDecrement() (nupic.algorithms.temporal_memory.TemporalMemory method) getPredictiveCells() (nupic.algorithms.temporal_memory.TemporalMemory method) getProtoType() (nupic.bindings.regions.PyRegion.PyRegion static method) (nupic.frameworks.opf.model.Model static method) (nupic.regions.cla_classifier_region.CLAClassifierRegion static method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion static method) (nupic.regions.sp_region.SPRegion static method) getRegionsByType() (nupic.engine.Network method) getResetFieldIdx() (nupic.data.record_stream.RecordStreamIface method) getRuntimeStats() (nupic.frameworks.opf.htm_prediction_model.HTMPredictionModel method) (nupic.frameworks.opf.model.Model method) getScalarMetricWithTimeOfDayAnomalyParams() (in module nupic.frameworks.opf.common_models.cluster_params) getScalarNames() (nupic.encoders.base.Encoder method) getScalars() (nupic.encoders.base.Encoder method) (nupic.encoders.date.DateEncoder method) getSequenceIdFieldIdx() (nupic.data.record_stream.RecordStreamIface method) getSpec() (nupic.bindings.regions.PyRegion.PyRegion class method) (nupic.regions.sp_region.SPRegion class method) (nupic.regions.tm_region.TMRegion class method) getSpVerbosity() (nupic.algorithms.spatial_pooler.SpatialPooler method) getStats() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) getStimulusThreshold() (nupic.algorithms.spatial_pooler.SpatialPooler method) getString() (nupic.support.configuration_base.Configuration class method) getSynPermActiveInc() (nupic.algorithms.spatial_pooler.SpatialPooler method) getSynPermBelowStimulusInc() (nupic.algorithms.spatial_pooler.SpatialPooler method) getSynPermConnected() (nupic.algorithms.spatial_pooler.SpatialPooler method) getSynPermInactiveDec() (nupic.algorithms.spatial_pooler.SpatialPooler method) getSynPermTrimThreshold() (nupic.algorithms.spatial_pooler.SpatialPooler method) getTemporalDelay() (nupic.frameworks.opf.opf_utils.InferenceElement static method) getTimestampFieldIdx() (nupic.data.record_stream.RecordStreamIface method) getUpdatePeriod() (nupic.algorithms.spatial_pooler.SpatialPooler method) getWidth() (nupic.encoders.base.Encoder method) getWinnerCells() (nupic.algorithms.temporal_memory.TemporalMemory method) groupby2() (in module nupic.support.group_by) guardedCompute() (nupic.bindings.regions.PyRegion.PyRegion method)

H

handleInputRecord() (nupic.frameworks.opf.opf_task_driver.OPFTaskDriver method) handleLogInput() (nupic.regions.knn_classifier_region.KNNClassifierRegion method) handleLogOutput() (nupic.regions.knn_classifier_region.KNNClassifierRegion method)

HTMPredictionModel (class in nupic.frameworks.opf.htm_prediction_model) HTMPredictionModelException (class in nupic.frameworks.opf.exceptions) HTMPredictionModelInvalidArgument (class in nupic.frameworks.opf.exceptions) HTMPredictionModelInvalidRangeError (class in nupic.frameworks.opf.exceptions)

I

infer() (nupic.algorithms.sdr_classifier.SDRClassifier method) InferenceElement (class in nupic.frameworks.opf.opf_utils) InferenceShifter (class in nupic.data.inference_shifter) InferenceType (class in nupic.frameworks.opf.opf_utils) inferSingleStep() (nupic.algorithms.sdr_classifier.SDRClassifier method) initExperimentPrng() (nupic.frameworks.opf.experiment_runner method) initialize() (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.engine.Network method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) initLogger() (nupic.frameworks.opf.opf_utils method) initLogging() (in module nupic.support) intOrNone() (in module nupic.data.utils)

isCompleted() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) isInferenceEnabled() (nupic.frameworks.opf.model.Model method) isLearningEnabled() (nupic.frameworks.opf.model.Model method) isTemporal() (nupic.frameworks.opf.opf_utils.InferenceElement static method) (nupic.frameworks.opf.opf_utils.InferenceType static method) isValid() (nupic.data.field_meta.FieldMetaSpecial class method), [1] (nupic.data.field_meta.FieldMetaType class method), [1] IterationPhaseSpecInferOnly (class in nupic.frameworks.opf.opf_task_driver) IterationPhaseSpecLearnAndInfer (class in nupic.frameworks.opf.opf_task_driver) IterationPhaseSpecLearnOnly (class in nupic.frameworks.opf.opf_task_driver)

K

KNNAnomalyClassifierRegion (class in nupic.regions.knn_anomaly_classifier_region)

KNNClassifierRegion (class in nupic.regions.knn_classifier_region)

L

link() (nupic.engine.Network method) load() (nupic.frameworks.opf.model.Model class method) loadCustomConfig() (nupic.support.configuration_custom.Configuration class method) loadExperiment() (nupic.frameworks.opf.helpers method)

loadExperimentDescriptionScriptFromDir() (nupic.frameworks.opf.helpers method) loadFromCheckpoint() (nupic.frameworks.opf.model_factory.ModelFactory static method) LockAttributesMetaclass (class in nupic.support.lock_attributes) LockAttributesMixin (class in nupic.support.lock_attributes) LogEncoder (class in nupic.encoders.logarithm)

M

makeDirectoryFromAbsolutePath() (in module nupic.support.fs_helpers) mapBucketIndexToNonZeroBits() (nupic.encoders.random_distributed_scalar.RandomDistributedScalarEncoder method) mapCellsToColumns() (nupic.algorithms.temporal_memory.TemporalMemory method) matchPatterns() (nupic.frameworks.opf.opf_utils method) maxEnabledPhase (nupic.engine.Network attribute) maxPhase (nupic.engine.Network attribute) MetricAAE (class in nupic.frameworks.opf.metrics) MetricAccuracy (class in nupic.frameworks.opf.metrics) MetricAltMAPE (class in nupic.frameworks.opf.metrics) MetricAveError (class in nupic.frameworks.opf.metrics) MetricMAPE (class in nupic.frameworks.opf.metrics) MetricMovingMean (class in nupic.frameworks.opf.metrics) MetricMovingMode (class in nupic.frameworks.opf.metrics) MetricMulti (class in nupic.frameworks.opf.metrics) MetricMultiStep (class in nupic.frameworks.opf.metrics) MetricMultiStepProbability (class in nupic.frameworks.opf.metrics) MetricNegativeLogLikelihood (class in nupic.frameworks.opf.metrics)

MetricNegAUC (class in nupic.frameworks.opf.metrics) MetricNRMSE (class in nupic.frameworks.opf.metrics) MetricPassThruPrediction (class in nupic.frameworks.opf.metrics) MetricRMSE (class in nupic.frameworks.opf.metrics) MetricsIface (class in nupic.frameworks.opf.metrics) MetricSpec (class in nupic.frameworks.opf.metrics), [1] MetricTrivial (class in nupic.frameworks.opf.metrics) MetricTwoGram (class in nupic.frameworks.opf.metrics) minEnabledPhase (nupic.engine.Network attribute) minPhase (nupic.engine.Network attribute) MODE_LIKELIHOOD (nupic.algorithms.anomaly.Anomaly attribute) MODE_PURE (nupic.algorithms.anomaly.Anomaly attribute) MODE_WEIGHTED (nupic.algorithms.anomaly.Anomaly attribute) Model (class in nupic.frameworks.opf.model) ModelFactory (class in nupic.frameworks.opf.model_factory) ModelResult (class in nupic.frameworks.opf.opf_utils) mostLikely() (nupic.frameworks.opf.metrics.CustomErrorMetric method) MultiEncoder (class in nupic.encoders.multi)

N

Network (class in nupic.engine) next() (nupic.data.file_record_stream.FileRecordStream method) (nupic.frameworks.opf.opf_basic_environment.DatasetReaderIface method) NonTemporalPredictionLogAdapter (class in nupic.frameworks.opf.opf_basic_environment), [1] normalizeStreamSource() (nupic.frameworks.opf.exp_description_api.ExperimentDescriptionAPI method) normalizeStreamSources() (nupic.frameworks.opf.exp_description_api.DescriptionIface method) (nupic.frameworks.opf.exp_description_api.ExperimentDescriptionAPI method) numberOfCells() (nupic.algorithms.temporal_memory.TemporalMemory method) numberOfColumns() (nupic.algorithms.temporal_memory.TemporalMemory method) nupic.algorithms.anomaly (module) nupic.algorithms.anomaly_likelihood (module) nupic.algorithms.sdr_classifier (module) nupic.algorithms.spatial_pooler (module) nupic.algorithms.temporal_memory (module) nupic.data.field_meta (module), [1] nupic.data.file_record_stream (module) nupic.data.record_stream (module) nupic.data.stream_reader (module) nupic.data.utils (module) nupic.encoders.base (module)

nupic.frameworks.opf.common_models.cluster_params (module) nupic.frameworks.opf.exp_description_api (module) nupic.frameworks.opf.experiment_runner (module) nupic.frameworks.opf.helpers (module) nupic.frameworks.opf.htm_prediction_model (module) nupic.frameworks.opf.metrics (module) nupic.frameworks.opf.model (module) nupic.frameworks.opf.opf_basic_environment (module) nupic.frameworks.opf.opf_environment (module) nupic.frameworks.opf.opf_task_driver (module) nupic.frameworks.opf.previous_value_model (module) nupic.frameworks.opf.two_gram_model (module) nupic.regions (module) nupic.support (module) nupic.support.configuration_base (module) nupic.support.configuration_custom (module) nupic.support.console_printer (module) nupic.support.fs_helpers (module) nupic.support.group_by (module) nupic.support.lock_attributes (module) nupic.support.pymysql_helpers (module)

O

OPFTaskDriver (class in nupic.frameworks.opf.opf_task_driver)

P

parseBool() (in module nupic.data.utils) parseSdr() (in module nupic.data.utils) parseStringList() (in module nupic.data.utils) parseTimestamp() (in module nupic.data.utils) PassThroughEncoder (class in nupic.encoders.pass_through) PluggableEncoderSensor (class in nupic.regions.pluggable_encoder_sensor) pprint() (nupic.encoders.base.Encoder method)

pprintHeader() (nupic.encoders.base.Encoder method) PredictionLoggerIface (class in nupic.frameworks.opf.opf_environment) PredictionMetricsLoggerIface (class in nupic.frameworks.opf.opf_basic_environment) PreviousValueModel (class in nupic.frameworks.opf.previous_value_model) printParameters() (nupic.algorithms.spatial_pooler.SpatialPooler method) punishPredictedColumn() (nupic.algorithms.temporal_memory.TemporalMemory method) PyRegion (class in nupic.bindings.regions.PyRegion)

R

radiusForSpeed() (nupic.encoders.geospatial_coordinate.GeospatialCoordinateEncoder method) RandomDistributedScalarEncoder (class in nupic.encoders.random_distributed_scalar) read() (nupic.algorithms.anomaly_likelihood.AnomalyLikelihood class method) (nupic.algorithms.temporal_memory.TemporalMemory class method) (nupic.bindings.regions.PyRegion.PyRegion class method) (nupic.frameworks.opf.model.Model class method) readConfigFile() (nupic.support.configuration_base.Configuration class method) readFromCheckpoint() (nupic.frameworks.opf.model.Model class method) readFromProto() (nupic.bindings.regions.PyRegion.PyRegion class method) (nupic.regions.cla_classifier_region.CLAClassifierRegion class method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion class method) (nupic.regions.sp_region.SPRegion class method) recordsExistAfter() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) RecordStreamIface (class in nupic.data.record_stream)

regions (nupic.engine.Network attribute) registerRegion() (nupic.engine.Network static method) removeLabels() (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) removeLink() (nupic.engine.Network method) removeRegion() (nupic.engine.Network method) replaceIterationCycle() (nupic.frameworks.opf.opf_task_driver.OPFTaskDriver method) reset() (nupic.algorithms.temporal_memory.TemporalMemory method) resetCustomConfig() (nupic.support.configuration_custom.Configuration class method) resetProfiling() (nupic.engine.Network method) resetSequenceStates() (nupic.frameworks.opf.model.Model method) (nupic.regions.tm_region.TMRegion method) retrySQL() (nupic.support.pymysql_helpers method) rewind() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) run() (nupic.engine.Network method) (nupic.frameworks.opf.model.Model method) runExperiment() (nupic.frameworks.opf.experiment_runner method)

S

save() (nupic.engine.Network method) (nupic.frameworks.opf.model.Model method) scalar (nupic.encoders.base.EncoderResult attribute) ScalarEncoder (class in nupic.encoders.scalar) scalarsToStr() (nupic.encoders.base.Encoder method) SDRCategoryEncoder (class in nupic.encoders.sdr_category) SDRClassifier (class in nupic.algorithms.sdr_classifier) SDRClassifierFactory (class in nupic.algorithms.sdr_classifier_factory) SDRClassifierRegion (class in nupic.regions.sdr_classifier_region) seekFromEnd() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) SensorInput (class in nupic.frameworks.opf.opf_utils) serializeExtraData() (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.regions.tm_region.TMRegion method) serializeSdr() (in module nupic.data.utils) serializeTimestamp() (in module nupic.data.utils) serializeTimestampNoMS() (in module nupic.data.utils) set() (nupic.support.configuration_base.Configuration class method) setActivationThreshold() (nupic.algorithms.temporal_memory.TemporalMemory method) setActiveDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) setAnomalyParameter() (nupic.frameworks.opf.htm_prediction_model.HTMPredictionModel method) setAutoRewind() (nupic.data.file_record_stream.FileRecordStream method) setBoostFactors() (nupic.algorithms.spatial_pooler.SpatialPooler method) setBoostStrength() (nupic.algorithms.spatial_pooler.SpatialPooler method) setCompleted() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) setConfigPaths() (nupic.support.configuration_base.Configuration class method) setConnectedPermanence() (nupic.algorithms.temporal_memory.TemporalMemory method) setCustomProperties() (nupic.support.configuration_custom.Configuration class method) setCustomProperty() (nupic.support.configuration_custom.Configuration class method) setDutyCyclePeriod() (nupic.algorithms.spatial_pooler.SpatialPooler method) setError() (nupic.data.file_record_stream.FileRecordStream method) (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) setFieldStatistics() (nupic.frameworks.opf.model.Model method) (nupic.frameworks.opf.previous_value_model.PreviousValueModel method) (nupic.frameworks.opf.two_gram_model.TwoGramModel method) setFieldStats() (nupic.encoders.base.Encoder method) setGlobalInhibition() (nupic.algorithms.spatial_pooler.SpatialPooler method) setInhibitionRadius() (nupic.algorithms.spatial_pooler.SpatialPooler method) setInitialPermanence() (nupic.algorithms.temporal_memory.TemporalMemory method) setIterationLearnNum() (nupic.algorithms.spatial_pooler.SpatialPooler method) setIterationNum() (nupic.algorithms.spatial_pooler.SpatialPooler method)

setLearning() (nupic.encoders.base.Encoder method) setLocalAreaDensity() (nupic.algorithms.spatial_pooler.SpatialPooler method) setLoggedMetrics() (nupic.frameworks.opf.opf_environment.PredictionLoggerIface method) setMaxNewSynapseCount() (nupic.algorithms.temporal_memory.TemporalMemory method) setMinOverlapDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) setMinPctOverlapDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) setMinThreshold() (nupic.algorithms.temporal_memory.TemporalMemory method) setNumActiveColumnsPerInhArea() (nupic.algorithms.spatial_pooler.SpatialPooler method) setOverlapDutyCycles() (nupic.algorithms.spatial_pooler.SpatialPooler method) setParameter() (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.regions.cla_classifier_region.CLAClassifierRegion method) (nupic.regions.knn_anomaly_classifier_region.KNNAnomalyClassifierRegion method) (nupic.regions.knn_classifier_region.KNNClassifierRegion method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) (nupic.regions.sp_region.SPRegion method) (nupic.regions.tm_region.TMRegion method) setParameterArray() (nupic.bindings.regions.PyRegion.PyRegion method) setPermanence() (nupic.algorithms.spatial_pooler.SpatialPooler method) setPermanenceDecrement() (nupic.algorithms.temporal_memory.TemporalMemory method) setPermanenceIncrement() (nupic.algorithms.temporal_memory.TemporalMemory method) setPhases() (nupic.engine.Network method) setPotential() (nupic.algorithms.spatial_pooler.SpatialPooler method) setPotentialPct() (nupic.algorithms.spatial_pooler.SpatialPooler method) setPotentialRadius() (nupic.algorithms.spatial_pooler.SpatialPooler method) setPredictedSegmentDecrement() (nupic.algorithms.temporal_memory.TemporalMemory method) setSensedValue() (nupic.regions.pluggable_encoder_sensor.PluggableEncoderSensor method) setSpVerbosity() (nupic.algorithms.spatial_pooler.SpatialPooler method) setStateLock() (nupic.encoders.base.Encoder method) setStimulusThreshold() (nupic.algorithms.spatial_pooler.SpatialPooler method) setSynPermActiveInc() (nupic.algorithms.spatial_pooler.SpatialPooler method) setSynPermBelowStimulusInc() (nupic.algorithms.spatial_pooler.SpatialPooler method) setSynPermConnected() (nupic.algorithms.spatial_pooler.SpatialPooler method) setSynPermInactiveDec() (nupic.algorithms.spatial_pooler.SpatialPooler method) setSynPermTrimThreshold() (nupic.algorithms.spatial_pooler.SpatialPooler method) setTimeout() (nupic.data.record_stream.RecordStreamIface method) (nupic.data.stream_reader.StreamReader method) setup() (nupic.frameworks.opf.opf_task_driver.OPFTaskDriver method) setUpdatePeriod() (nupic.algorithms.spatial_pooler.SpatialPooler method) shift() (nupic.data.inference_shifter.InferenceShifter method) SparsePassThroughEncoder (class in nupic.encoders.sparse_pass_through) SpatialPooler (class in nupic.algorithms.spatial_pooler) SPRegion (class in nupic.regions.sp_region) StreamReader (class in nupic.data.stream_reader) stripList() (in module nupic.data.utils) stripUnlearnedColumns() (nupic.algorithms.spatial_pooler.SpatialPooler method)

T

Tee (class in nupic.support.console_printer) TemporalMemory (class in nupic.algorithms.temporal_memory) title() (in module nupic.support)

TMRegion (class in nupic.regions.tm_region) topDownCompute() (nupic.encoders.base.Encoder method) TwoGramModel (class in nupic.frameworks.opf.two_gram_model)

U

unescape() (in module nupic.data.utils) unregisterRegion() (nupic.engine.Network static method)

update() (nupic.frameworks.opf.opf_basic_environment.NonTemporalPredictionLogAdapter method), [1] updateAnomalyLikelihoods() (in module nupic.algorithms.anomaly_likelihood)

V

validateOpfJsonValue() (nupic.frameworks.opf.opf_utils method)

value (nupic.encoders.base.EncoderResult attribute)

W

write() (nupic.algorithms.anomaly_likelihood.AnomalyLikelihood method) (nupic.algorithms.temporal_memory.TemporalMemory method) (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.frameworks.opf.model.Model method) writeRecord() (nupic.frameworks.opf.opf_environment.PredictionLoggerIface method)

writeRecords() (nupic.frameworks.opf.opf_environment.PredictionLoggerIface method) writeToCheckpoint() (nupic.frameworks.opf.model.Model method) writeToProto() (nupic.bindings.regions.PyRegion.PyRegion method) (nupic.regions.cla_classifier_region.CLAClassifierRegion method) (nupic.regions.sdr_classifier_region.SDRClassifierRegion method) (nupic.regions.sp_region.SPRegion method)