Index

A

acc (qualia_core.qualia.TrainResult attribute) Accelerometer (class in qualia_core.datamodel.sensor) (class in qualia_core.datamodel.sensor.Accelerometer) accuracy (qualia_core.command.ParameterResearch.ParameterResearchLoggerFields attribute) (qualia_core.command.Train.LearningModelLoggerFields attribute) (qualia_core.datamodel.sensor.GPS attribute) (qualia_core.datamodel.sensor.GPS.GPS attribute) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) ACTIVE (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) Activities (class in qualia_core.datamodel.har) (class in qualia_core.datamodel.har.Activities) activities (qualia_core.datamodel.har.Subject attribute) (qualia_core.datamodel.har.Subject.Subject attribute) Activity (class in qualia_core.datamodel.har) (class in qualia_core.datamodel.har.Activity) activity (qualia_core.datamodel.har.InfoHAR.Info attribute) activity_i (qualia_core.datamodel.har.InfoHAR.Info attribute) activitylist (qualia_core.dataset.EllcieHAR attribute) (qualia_core.dataset.EllcieHAR.EllcieHAR attribute) (qualia_core.dataset.UCI_HAR attribute) (qualia_core.dataset.UCI_HAR.UCI_HAR attribute) altitude (qualia_core.datamodel.sensor.GPS attribute) (qualia_core.datamodel.sensor.GPS.GPS attribute) api_key (qualia_core.experimenttracking.NeptuneBase attribute) (qualia_core.experimenttracking.NeptuneBase.NeptuneBase attribute)

apply_dataaugmentation() (qualia_core.learningframework.LearningFramework.LearningFramework method) apply_dataaugmentations() (qualia_core.evaluation.Evaluator method) (qualia_core.evaluation.Evaluator.Evaluator method) as_numpy_dtype() (qualia_core.dataset.MNIST.IDXType method) asdict() (qualia_core.datamodel.DataModel.DataModel.Sets method) (qualia_core.datamodel.DataModel.Sets method) (qualia_core.datamodel.sensor.Sensor method) (qualia_core.datamodel.sensor.Sensor.Sensor method) (qualia_core.evaluation.Stats method) (qualia_core.evaluation.Stats.Stats method) asnamedtuple() (qualia_core.evaluation.Stats method) (qualia_core.evaluation.Stats.Stats method) astuple() (qualia_core.datamodel.RawDataModel.RawData method) (qualia_core.evaluation.Stats method) (qualia_core.evaluation.Stats.Stats method) async_exec() (in module qualia_core.utils.process.subprocesstee) AsyncTeeProtocol (class in qualia_core.utils.process.AsyncTeeProtocol) avg_time (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) Ax (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute) Ay (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute) Az (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute)

B

BandPassFilter (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.BandPassFilter) Barometer (class in qualia_core.datamodel.sensor) (class in qualia_core.datamodel.sensor.Barometer) batch_label (qualia_core.dataset.CIFAR10.CIFAR10File attribute) batch_size (qualia_core.qualia.TrainResult attribute)

bearing (qualia_core.datamodel.sensor.GPS attribute) (qualia_core.datamodel.sensor.GPS.GPS attribute) benchmark() (in module qualia_core.evaluation.host.Keras) BLUE (qualia_core.utils.logger.ConsoleFormatter.ConsoleColors attribute) BrainMIX (class in qualia_core.dataset) (class in qualia_core.dataset.BrainMIX) BROWN (qualia_core.utils.logger.ConsoleFormatter.ConsoleColors attribute)

C

callback (qualia_core.experimenttracking.keras.Neptune property) (qualia_core.experimenttracking.keras.Neptune.Neptune property) cc (qualia_core.deployment.tflitemicro.TFLite2CArray.TFLite2CArray property) CIFAR10 (class in qualia_core.dataset) (class in qualia_core.dataset.CIFAR10) CIFAR10File (class in qualia_core.dataset.CIFAR10) CLASS (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute) Class2BinMatrix (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.Class2BinMatrix) class_list (qualia_core.dataset.CORe50 attribute) (qualia_core.dataset.CORe50.CORe50 attribute) class_list_digits (qualia_core.dataset.GSC attribute) (qualia_core.dataset.GSC.GSC attribute) class_list_no_background_noise (qualia_core.dataset.GSC attribute) (qualia_core.dataset.GSC.GSC attribute) ClassId (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute) ClearML (class in qualia_core.experimenttracking.pytorch) (class in qualia_core.experimenttracking.pytorch.ClearML) CMake (class in qualia_core.deployment.qualia_codegen.CMake) (class in qualia_core.deployment.toolchain.CMake) CNN() (in module qualia_core.learningmodel.keras) (in module qualia_core.learningmodel.keras.CNN) compress (qualia_core.command.PrepareDeploy.PrepareDeployLoggerFields attribute) compute_accuracy() (qualia_core.evaluation.Evaluator method) (qualia_core.evaluation.Evaluator.Evaluator method) connection_made() (qualia_core.utils.process.AsyncTeeProtocol.AsyncTeeProtocol method) ConsoleColors (class in qualia_core.utils.logger.ConsoleFormatter) ConsoleFormatter (class in qualia_core.utils.logger.ConsoleFormatter)

content (qualia_core.utils.file.CSVReader.CSVReader.CSVResult attribute) (qualia_core.utils.file.CSVReader.CSVResult attribute) (qualia_core.utils.logger.Logger property) (qualia_core.utils.logger.Logger.Logger property) (qualia_core.utils.logger.TextLogger.TextLoggerField attribute) convert() (qualia_core.deployment.tflitemicro.TFLite2CArray.TFLite2CArray method) (qualia_core.postprocessing.Converter.Converter method) (qualia_core.postprocessing.QualiaCodeGen method) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen method) convert_metrics_to_cpp() (qualia_core.postprocessing.QualiaCodeGen method) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen method) convert_model_to_modelgraph() (qualia_core.postprocessing.QualiaCodeGen method) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen method) convert_modelgraph_to_c() (qualia_core.postprocessing.QualiaCodeGen method) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen method) Converter (class in qualia_core.postprocessing.Converter) converter (qualia_core.utils.plugin.QualiaComponent attribute) CopySet (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.CopySet) CORe50 (class in qualia_core.dataset) (class in qualia_core.dataset.CORe50) CORe50.Info (class in qualia_core.dataset) (class in qualia_core.dataset.CORe50) CSVFormatter (class in qualia_core.utils.logger.CSVFormatter) CSVLogger (class in qualia_core.utils.logger) (class in qualia_core.utils.logger.CSVLogger) CSVReader (class in qualia_core.utils.file) (class in qualia_core.utils.file.CSVReader) CSVReader.CSVResult (class in qualia_core.utils.file) (class in qualia_core.utils.file.CSVReader) CYAN (qualia_core.utils.logger.ConsoleFormatter.ConsoleColors attribute)

D

data (qualia_core.datamodel.RawDataModel.RawData property) (qualia_core.dataset.CIFAR10.CIFAR10File attribute) dataaugmentations (qualia_core.qualia.TrainResult attribute) DataModel (class in qualia_core.datamodel) (class in qualia_core.datamodel.DataModel) datamodel (qualia_core.qualia.TrainResult attribute) DataModel.Sets (class in qualia_core.datamodel) (class in qualia_core.datamodel.DataModel) DatamodelConverter (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.DatamodelConverter) Dataset (class in qualia_core.dataset.Dataset) dataset (qualia_core.utils.plugin.QualiaComponent attribute) DatasetSplitter (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.DatasetSplitter) DatasetSplitterBySubjects (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.DatasetSplitterBySubjects) Deploy (class in qualia_core.deployment.Deploy) deploy() (in module qualia_core.qualia) (qualia_core.deployment.Deployer method) (qualia_core.deployment.Deployer.Deployer method) (qualia_core.deployment.keras.Linux method) (qualia_core.deployment.keras.Linux.Linux method) (qualia_core.deployment.qualia_codegen.Linux method) (qualia_core.deployment.qualia_codegen.Linux.Linux method) (qualia_core.deployment.qualia_codegen.NucleoH7S3L8 method) (qualia_core.deployment.qualia_codegen.NucleoH7S3L8.NucleoH7S3L8 method) (qualia_core.deployment.qualia_codegen.NucleoL452REP method) (qualia_core.deployment.qualia_codegen.NucleoL452REP.NucleoL452REP method) (qualia_core.deployment.qualia_codegen.NucleoU575ZIQ method) (qualia_core.deployment.qualia_codegen.NucleoU575ZIQ.NucleoU575ZIQ method) (qualia_core.deployment.qualia_codegen.SparkFunEdge method) (qualia_core.deployment.qualia_codegen.SparkFunEdge.SparkFunEdge method) (qualia_core.deployment.qualia_codegen.Windows method) (qualia_core.deployment.qualia_codegen.Windows.Windows method) (qualia_core.deployment.stm32cubeai.Linux method) (qualia_core.deployment.stm32cubeai.Linux.Linux method) (qualia_core.deployment.stm32cubeai.NucleoL452REP method) (qualia_core.deployment.stm32cubeai.NucleoL452REP.NucleoL452REP method) (qualia_core.deployment.tflite.Linux method) (qualia_core.deployment.tflite.Linux.Linux method) (qualia_core.deployment.tflitemicro.SparkFunEdge method) (qualia_core.deployment.tflitemicro.SparkFunEdge.SparkFunEdge method) (qualia_core.deployment.toolchain.Eclipse.Eclipse method) (qualia_core.deployment.toolchain.NucleiStudio method) (qualia_core.deployment.toolchain.NucleiStudio.NucleiStudio method)

DeployAndEvaluate (class in qualia_core.command) (class in qualia_core.command.DeployAndEvaluate) Deployer (class in qualia_core.deployment) (class in qualia_core.deployment.Deployer) deployers (qualia_core.postprocessing.Converter.Converter attribute) (qualia_core.postprocessing.QualiaCodeGen attribute) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen attribute) deployment (qualia_core.utils.plugin.QualiaComponent attribute) directory (qualia_core.postprocessing.QualiaCodeGen property) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen property) DirectoryReader (class in qualia_core.utils.file) (class in qualia_core.utils.file.DirectoryReader) DRINKING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) DRIVING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) dtype (qualia_core.dataset.MNIST.IDXMagicNumber attribute)

E

Eclipse (class in qualia_core.deployment.toolchain.Eclipse) EllcieHAR (class in qualia_core.dataset) (class in qualia_core.dataset.EllcieHAR) EllcieHAR.Row (class in qualia_core.dataset) (class in qualia_core.dataset.EllcieHAR) evaluate() (in module qualia_core.qualia) (qualia_core.evaluation.Evaluator method) (qualia_core.evaluation.Evaluator.Evaluator method) (qualia_core.evaluation.host.Keras method) (qualia_core.evaluation.host.Keras.Keras method) (qualia_core.evaluation.host.Qualia method) (qualia_core.evaluation.host.Qualia.Qualia method) (qualia_core.evaluation.host.TFLite method) (qualia_core.evaluation.host.TFLite.TFLite method) (qualia_core.evaluation.STM32CubeAI method) (qualia_core.evaluation.STM32CubeAI.STM32CubeAI method) (qualia_core.evaluation.target.Qualia method) (qualia_core.evaluation.target.Qualia.Qualia method) (qualia_core.learningframework.LearningFramework.LearningFramework method) Evaluator (class in qualia_core.evaluation) (class in qualia_core.evaluation.Evaluator) evaluator (qualia_core.deployment.Deploy.Deploy attribute) (qualia_core.deployment.Deployer attribute) (qualia_core.deployment.Deployer.Deployer attribute) (qualia_core.deployment.keras.Linux attribute) (qualia_core.deployment.keras.Linux.Linux attribute) (qualia_core.deployment.qualia_codegen.CMake.CMake attribute) (qualia_core.deployment.qualia_codegen.Linux attribute) (qualia_core.deployment.qualia_codegen.Linux.Linux attribute) (qualia_core.deployment.qualia_codegen.LonganNano attribute) (qualia_core.deployment.qualia_codegen.LonganNano.LonganNano attribute) (qualia_core.deployment.qualia_codegen.NucleoH7S3L8 attribute) (qualia_core.deployment.qualia_codegen.NucleoH7S3L8.NucleoH7S3L8 attribute) (qualia_core.deployment.qualia_codegen.NucleoL452REP attribute) (qualia_core.deployment.qualia_codegen.NucleoL452REP.NucleoL452REP attribute) (qualia_core.deployment.qualia_codegen.NucleoU575ZIQ attribute) (qualia_core.deployment.qualia_codegen.NucleoU575ZIQ.NucleoU575ZIQ attribute) (qualia_core.deployment.qualia_codegen.SparkFunEdge attribute) (qualia_core.deployment.qualia_codegen.SparkFunEdge.SparkFunEdge attribute) (qualia_core.deployment.qualia_codegen.Windows attribute) (qualia_core.deployment.qualia_codegen.Windows.Windows attribute) (qualia_core.deployment.stm32cubeai.Linux attribute) (qualia_core.deployment.stm32cubeai.Linux.Linux attribute) (qualia_core.deployment.stm32cubeai.STM32CubeAI.STM32CubeAI attribute) (qualia_core.deployment.stm32cubeai.STM32CubeAICMake.STM32CubeAICMake attribute) (qualia_core.deployment.tflite.Linux attribute) (qualia_core.deployment.tflite.Linux.Linux attribute) (qualia_core.deployment.tflitemicro.SparkFunEdge attribute) (qualia_core.deployment.tflitemicro.SparkFunEdge.SparkFunEdge attribute)

expansion (qualia_core.learningmodel.keras.ResNet.ResBlock attribute) ExperimentTracking (class in qualia_core.experimenttracking.ExperimentTracking) experimenttracking (qualia_core.qualia.TrainResult attribute) ExperimentTrackingPyTorch (class in qualia_core.experimenttracking.pytorch.ExperimentTrackingPyTorch) export() (qualia_core.datamodel.DataModel method) (qualia_core.datamodel.DataModel.DataModel method) (qualia_core.datamodel.DataModel.DataModel.Sets method) (qualia_core.datamodel.DataModel.Sets method) (qualia_core.datamodel.RawDataModel.RawData method) (qualia_core.learningframework.LearningFramework.LearningFramework method) EZBirds (class in qualia_core.dataset) (class in qualia_core.dataset.EZBirds)

F

FashionMNIST (class in qualia_core.dataset) (class in qualia_core.dataset.MNIST) FeatureSample (class in qualia_core.datamodel) (class in qualia_core.datamodel.FeatureSample) fieldnames() (qualia_core.datamodel.DataModel.DataModel.Sets class method) (qualia_core.datamodel.DataModel.Sets class method) (qualia_core.datamodel.sensor.Sensor class method) (qualia_core.datamodel.sensor.Sensor.Sensor class method) (qualia_core.evaluation.Stats class method) (qualia_core.evaluation.Stats.Stats class method) fields (qualia_core.utils.logger.Logger property) (qualia_core.utils.logger.Logger.Logger property)

filehandler (qualia_core.utils.logger.Logger.Logger attribute) Filename (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute) filename (qualia_core.utils.file.CSVReader.CSVReader.CSVResult attribute) (qualia_core.utils.file.CSVReader.CSVResult attribute) filenames (qualia_core.dataset.CIFAR10.CIFAR10File attribute) FLOAT32 (qualia_core.dataset.MNIST.IDXType attribute) FLOAT64 (qualia_core.dataset.MNIST.IDXType attribute) format() (qualia_core.utils.logger.ConsoleFormatter.ConsoleFormatter method) (qualia_core.utils.logger.CSVFormatter.CSVFormatter method) (qualia_core.utils.logger.TextFormatter.TextFormatter method) FORMATS (qualia_core.utils.logger.ConsoleFormatter.ConsoleFormatter attribute) framework (qualia_core.qualia.TrainResult attribute)

G

gen_tag() (in module qualia_core.qualia) get_raw_array() (qualia_core.datamodel.FeatureSample method) (qualia_core.datamodel.FeatureSample.FeatureSample method) (qualia_core.datamodel.har.Activity method) (qualia_core.datamodel.har.Activity.Activity method) (qualia_core.datamodel.sensor.Sensor method) (qualia_core.datamodel.sensor.Sensor.Sensor method) (qualia_core.datamodel.TimeSample method) (qualia_core.datamodel.TimeSample.TimeSample method) (qualia_core.datamodel.WindowedSample method) (qualia_core.datamodel.WindowedSample.WindowedSample method) Git (class in qualia_core.utils) (class in qualia_core.utils.Git) GPS (class in qualia_core.datamodel.sensor) (class in qualia_core.datamodel.sensor.GPS)

GSC (class in qualia_core.dataset) (class in qualia_core.dataset.GSC) GTSRB (class in qualia_core.dataset) (class in qualia_core.dataset.GTSRB) GTSRB.Row (class in qualia_core.dataset) (class in qualia_core.dataset.GTSRB) Gx (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute) Gy (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute) Gyroscope (class in qualia_core.datamodel.sensor) (class in qualia_core.datamodel.sensor.Gyroscope) Gz (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute)

H

h (qualia_core.postprocessing.QualiaCodeGen property) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen property) HARDataModel (class in qualia_core.datamodel.har) (class in qualia_core.datamodel.har.HARDataModel) HARDataset (class in qualia_core.dataset.HARDataset)

HD (class in qualia_core.dataset) (class in qualia_core.dataset.HD) Height (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute) hyperparameters (qualia_core.experimenttracking.ExperimentTracking.ExperimentTracking property)

I

i (qualia_core.command.Train.LearningModelLoggerFields attribute) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) (qualia_core.evaluation.target.Qualia.Result attribute) (qualia_core.qualia.TrainResult attribute) IDXMagicNumber (class in qualia_core.dataset.MNIST) IDXType (class in qualia_core.dataset.MNIST) import_and_clear_all_offline_sessions() (qualia_core.experimenttracking.pytorch.ClearML class method) (qualia_core.experimenttracking.pytorch.ClearML.ClearML class method) import_data() (qualia_core.datamodel.RawDataModel.RawData class method) (qualia_core.dataset.Dataset.Dataset method) (qualia_core.dataset.HARDataset.HARDataset method) (qualia_core.dataset.RawDataset.RawDataset method) (qualia_core.preprocessing.CopySet method) (qualia_core.preprocessing.CopySet.CopySet method) (qualia_core.preprocessing.DatamodelConverter method) (qualia_core.preprocessing.DatamodelConverter.DatamodelConverter method) (qualia_core.preprocessing.DatasetSplitter method) (qualia_core.preprocessing.DatasetSplitter.DatasetSplitter method) (qualia_core.preprocessing.DatasetSplitterBySubjects method) (qualia_core.preprocessing.DatasetSplitterBySubjects.DatasetSplitterBySubjects method) (qualia_core.preprocessing.Preprocessing.Preprocessing method)

import_package_from_plugin() (in module qualia_core.utils.plugin) import_sets() (qualia_core.datamodel.DataModel method) (qualia_core.datamodel.DataModel.DataModel method) (qualia_core.datamodel.RawDataModel method) (qualia_core.datamodel.RawDataModel.RawDataModel method) INACTIVE (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) Info (class in qualia_core.datamodel.har.InfoHAR) (class in qualia_core.datamodel.Info) info (qualia_core.datamodel.RawDataModel.RawData attribute) Info_dtype (qualia_core.dataset.CORe50 attribute) (qualia_core.dataset.CORe50.CORe50 attribute) initializer() (qualia_core.experimenttracking.ExperimentTracking.ExperimentTracking class method) (qualia_core.experimenttracking.pytorch.ClearML class method) (qualia_core.experimenttracking.pytorch.ClearML.ClearML class method) input_shape (qualia_core.learningmodel.LearningModel.LearningModel attribute) instantiate_model() (in module qualia_core.qualia) INT16 (qualia_core.dataset.MNIST.IDXType attribute) INT32 (qualia_core.dataset.MNIST.IDXType attribute) INT8 (qualia_core.dataset.MNIST.IDXType attribute)

K

Keras (class in qualia_core.evaluation.host) (class in qualia_core.evaluation.host.Keras)

kind (qualia_core.datamodel.har.Activity attribute) (qualia_core.datamodel.har.Activity.Activity attribute)

L

labels (qualia_core.datamodel.RawDataModel.RawData property) (qualia_core.dataset.CIFAR10.CIFAR10File attribute) latitude (qualia_core.datamodel.sensor.GPS attribute) (qualia_core.datamodel.sensor.GPS.GPS attribute) LearningFramework (class in qualia_core.learningframework.LearningFramework) learningframework (qualia_core.utils.plugin.QualiaComponent attribute) LearningModel (class in qualia_core.learningmodel.LearningModel) LearningModelLoggerFields (class in qualia_core.command.Train) learningmodels (qualia_core.learningframework.LearningFramework.LearningFramework attribute) LIE_TO_SIT (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) LIE_TO_STAND (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) limit_dataset() (qualia_core.evaluation.Evaluator method) (qualia_core.evaluation.Evaluator.Evaluator method) Linux (class in qualia_core.deployment.keras) (class in qualia_core.deployment.keras.Linux) (class in qualia_core.deployment.qualia_codegen) (class in qualia_core.deployment.qualia_codegen.Linux) (class in qualia_core.deployment.stm32cubeai) (class in qualia_core.deployment.stm32cubeai.Linux) (class in qualia_core.deployment.tflite) (class in qualia_core.deployment.tflite.Linux)

load() (qualia_core.learningframework.LearningFramework.LearningFramework method) load_plugin() (in module qualia_core.utils.plugin) load_plugins() (in module qualia_core.utils.plugin) load_wave() (qualia_core.dataset.GSC method) (qualia_core.dataset.GSC.GSC method) log (qualia_core.preprocessing.PrintHARDataModelSummary attribute) (qualia_core.preprocessing.PrintHARDataModelSummary.PrintHARDataModelSummary attribute) (qualia_core.qualia.TrainResult attribute) Logger (class in qualia_core.utils.logger) (class in qualia_core.utils.logger.Logger) logger (qualia_core.experimenttracking.pytorch.ClearML property) (qualia_core.experimenttracking.pytorch.ClearML.ClearML property) (qualia_core.experimenttracking.pytorch.ExperimentTrackingPyTorch.ExperimentTrackingPyTorch property) (qualia_core.experimenttracking.pytorch.Neptune property) (qualia_core.experimenttracking.pytorch.Neptune.Neptune property) (qualia_core.utils.logger.Logger.Logger attribute) logpath (qualia_core.utils.logger.Logger attribute) (qualia_core.utils.logger.Logger.Logger attribute) LonganNano (class in qualia_core.deployment.qualia_codegen) (class in qualia_core.deployment.qualia_codegen.LonganNano) longitude (qualia_core.datamodel.sensor.GPS attribute) (qualia_core.datamodel.sensor.GPS.GPS attribute) LYING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute)

M

Magnetometer (class in qualia_core.datamodel.sensor) (class in qualia_core.datamodel.sensor.Magnetometer) main() (in module qualia_core.main) mem_params (qualia_core.command.ParameterResearch.ParameterResearchLoggerFields attribute) (qualia_core.command.Train.LearningModelLoggerFields attribute) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) (qualia_core.qualia.TrainResult attribute) merge_dict() (in module qualia_core.utils.merge_dict) methods (qualia_core.preprocessing.Normalize attribute) (qualia_core.preprocessing.Normalize.Normalize attribute) metrics (qualia_core.evaluation.host.Qualia.Result attribute) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) (qualia_core.qualia.TrainResult attribute) MFCC (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.MFCC) min_max() (qualia_core.preprocessing.Normalize method) (qualia_core.preprocessing.Normalize.Normalize method) MLP() (in module qualia_core.learningmodel.keras) (in module qualia_core.learningmodel.keras.MLP) MNIST (class in qualia_core.dataset) (class in qualia_core.dataset.MNIST) MNISTBase (class in qualia_core.dataset.MNIST) model (qualia_core.qualia.TrainResult attribute) module qualia_core qualia_core.assets qualia_core.command qualia_core.command.DeployAndEvaluate qualia_core.command.ParameterResearch qualia_core.command.PrepareDeploy qualia_core.command.PreprocessData qualia_core.command.Train qualia_core.datamodel qualia_core.datamodel.DataModel qualia_core.datamodel.FeatureSample qualia_core.datamodel.har qualia_core.datamodel.har.Activities qualia_core.datamodel.har.Activity qualia_core.datamodel.har.HARDataModel qualia_core.datamodel.har.InfoHAR qualia_core.datamodel.har.Subject qualia_core.datamodel.har.TimedActivity qualia_core.datamodel.Info qualia_core.datamodel.RawDataModel qualia_core.datamodel.sensor qualia_core.datamodel.sensor.Accelerometer qualia_core.datamodel.sensor.Barometer qualia_core.datamodel.sensor.GPS qualia_core.datamodel.sensor.Gyroscope qualia_core.datamodel.sensor.Magnetometer qualia_core.datamodel.sensor.Sensor qualia_core.datamodel.TimeSample qualia_core.datamodel.WindowedSample qualia_core.dataset qualia_core.dataset.BrainMIX qualia_core.dataset.CIFAR10 qualia_core.dataset.CORe50 qualia_core.dataset.Dataset qualia_core.dataset.EllcieHAR qualia_core.dataset.EZBirds qualia_core.dataset.GSC qualia_core.dataset.GTSRB qualia_core.dataset.HARDataset qualia_core.dataset.HD qualia_core.dataset.MNIST qualia_core.dataset.RawDataset qualia_core.dataset.UCI_HAR qualia_core.dataset.WSMNIST qualia_core.deployment qualia_core.deployment.Deploy qualia_core.deployment.Deployer qualia_core.deployment.keras qualia_core.deployment.keras.Linux qualia_core.deployment.qualia_codegen qualia_core.deployment.qualia_codegen.CMake qualia_core.deployment.qualia_codegen.Linux qualia_core.deployment.qualia_codegen.LonganNano qualia_core.deployment.qualia_codegen.NucleoH7S3L8 qualia_core.deployment.qualia_codegen.NucleoL452REP qualia_core.deployment.qualia_codegen.NucleoU575ZIQ qualia_core.deployment.qualia_codegen.SparkFunEdge qualia_core.deployment.qualia_codegen.Windows qualia_core.deployment.stm32cubeai qualia_core.deployment.stm32cubeai.Linux qualia_core.deployment.stm32cubeai.NucleoL452REP qualia_core.deployment.stm32cubeai.STM32CubeAI qualia_core.deployment.stm32cubeai.STM32CubeAICMake qualia_core.deployment.tflite qualia_core.deployment.tflite.Linux qualia_core.deployment.tflitemicro qualia_core.deployment.tflitemicro.SparkFunEdge qualia_core.deployment.tflitemicro.TFLite2CArray qualia_core.deployment.toolchain qualia_core.deployment.toolchain.CMake qualia_core.deployment.toolchain.Eclipse qualia_core.deployment.toolchain.NucleiStudio qualia_core.deployment.toolchain.STM32CubeIDE qualia_core.evaluation qualia_core.evaluation.Evaluator qualia_core.evaluation.host qualia_core.evaluation.host.Keras qualia_core.evaluation.host.Qualia qualia_core.evaluation.host.STM32CubeAI qualia_core.evaluation.host.TFLite qualia_core.evaluation.Stats qualia_core.evaluation.STM32CubeAI qualia_core.evaluation.target qualia_core.evaluation.target.Qualia qualia_core.evaluation.target.STM32CubeAI qualia_core.experimenttracking qualia_core.experimenttracking.ExperimentTracking qualia_core.experimenttracking.keras qualia_core.experimenttracking.keras.Neptune qualia_core.experimenttracking.NeptuneBase qualia_core.experimenttracking.pytorch qualia_core.experimenttracking.pytorch.ClearML qualia_core.experimenttracking.pytorch.ExperimentTrackingPyTorch qualia_core.experimenttracking.pytorch.Neptune qualia_core.learningframework qualia_core.learningframework.LearningFramework qualia_core.learningframework.pytorch qualia_core.learningmodel qualia_core.learningmodel.keras qualia_core.learningmodel.keras.CNN qualia_core.learningmodel.keras.MLP qualia_core.learningmodel.keras.ResNet qualia_core.learningmodel.LearningModel qualia_core.main qualia_core.postprocessing qualia_core.postprocessing.Converter qualia_core.postprocessing.PostProcessing qualia_core.postprocessing.QualiaCodeGen qualia_core.preprocessing qualia_core.preprocessing.BandPassFilter qualia_core.preprocessing.Class2BinMatrix qualia_core.preprocessing.CopySet qualia_core.preprocessing.DatamodelConverter qualia_core.preprocessing.DatasetSplitter qualia_core.preprocessing.DatasetSplitterBySubjects qualia_core.preprocessing.MFCC qualia_core.preprocessing.Normalize qualia_core.preprocessing.Preprocessing qualia_core.preprocessing.PrintHARDataModelSummary qualia_core.preprocessing.RemoveActivity qualia_core.preprocessing.RemoveSensor qualia_core.preprocessing.Reshape2DTo1D qualia_core.preprocessing.Window qualia_core.qualia qualia_core.random qualia_core.typing qualia_core.utils qualia_core.utils.args qualia_core.utils.config qualia_core.utils.file qualia_core.utils.file.CSVReader qualia_core.utils.file.DirectoryReader qualia_core.utils.Git qualia_core.utils.logger qualia_core.utils.logger.ConsoleFormatter qualia_core.utils.logger.CSVFormatter qualia_core.utils.logger.CSVLogger qualia_core.utils.logger.Logger qualia_core.utils.logger.setup_root_logger qualia_core.utils.logger.TextFormatter qualia_core.utils.logger.TextLogger qualia_core.utils.merge_dict qualia_core.utils.path qualia_core.utils.plugin qualia_core.utils.process qualia_core.utils.process.AsyncTeeProtocol qualia_core.utils.process.subprocesstee qualia_core.utils.StrEnum qualia_core.utils.TensorFlowInitializer

N

n_dims (qualia_core.dataset.MNIST.IDXMagicNumber attribute) n_params() (qualia_core.learningframework.LearningFramework.LearningFramework method) name (qualia_core.command.ParameterResearch.ParameterResearchLoggerFields attribute) (qualia_core.command.PrepareDeploy.PrepareDeployLoggerFields attribute) (qualia_core.command.Train.LearningModelLoggerFields attribute) (qualia_core.datamodel.DataModel attribute) (qualia_core.datamodel.DataModel.DataModel attribute) (qualia_core.datamodel.har.HARDataModel.HARDataModel attribute) (qualia_core.datamodel.har.Subject attribute) (qualia_core.datamodel.har.Subject.Subject attribute) (qualia_core.datamodel.RawDataModel.RawDataModel attribute) (qualia_core.dataset.CORe50 property) (qualia_core.dataset.CORe50.CORe50 property) (qualia_core.dataset.Dataset.Dataset property) (qualia_core.dataset.EllcieHAR property) (qualia_core.dataset.EllcieHAR.EllcieHAR property) (qualia_core.dataset.EZBirds property) (qualia_core.dataset.EZBirds.EZBirds property) (qualia_core.dataset.GSC property) (qualia_core.dataset.GSC.GSC property) (qualia_core.dataset.HD property) (qualia_core.dataset.HD.HD property) (qualia_core.dataset.UCI_HAR property) (qualia_core.dataset.UCI_HAR.UCI_HAR property) (qualia_core.dataset.WSMNIST property) (qualia_core.dataset.WSMNIST.WSMNIST property) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) (qualia_core.postprocessing.QualiaCodeGen property) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen property) (qualia_core.qualia.TrainResult attribute)

Neptune (class in qualia_core.experimenttracking.keras) (class in qualia_core.experimenttracking.keras.Neptune) (class in qualia_core.experimenttracking.pytorch) (class in qualia_core.experimenttracking.pytorch.Neptune) NeptuneBase (class in qualia_core.experimenttracking) (class in qualia_core.experimenttracking.NeptuneBase) Normalize (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.Normalize) NucleiStudio (class in qualia_core.deployment.toolchain) (class in qualia_core.deployment.toolchain.NucleiStudio) NucleoH7S3L8 (class in qualia_core.deployment.qualia_codegen) (class in qualia_core.deployment.qualia_codegen.NucleoH7S3L8) NucleoL452REP (class in qualia_core.deployment.qualia_codegen) (class in qualia_core.deployment.qualia_codegen.NucleoL452REP) (class in qualia_core.deployment.stm32cubeai) (class in qualia_core.deployment.stm32cubeai.NucleoL452REP) NucleoU575ZIQ (class in qualia_core.deployment.qualia_codegen) (class in qualia_core.deployment.qualia_codegen.NucleoU575ZIQ) NULL (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) null (qualia_core.dataset.MNIST.IDXMagicNumber attribute)

O

optimize (qualia_core.command.PrepareDeploy.PrepareDeployLoggerFields attribute) optimizer (qualia_core.qualia.TrainResult attribute)

output_shape (qualia_core.learningmodel.keras.ResNet.ResBlock property) (qualia_core.learningmodel.LearningModel.LearningModel attribute)

P

p (qualia_core.datamodel.sensor.Barometer attribute) (qualia_core.datamodel.sensor.Barometer.Barometer attribute) P (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute) package_names() (qualia_core.utils.plugin.QualiaComponent method) ParameterResearch (class in qualia_core.command) (class in qualia_core.command.ParameterResearch) ParameterResearchLoggerFields (class in qualia_core.command.ParameterResearch) params (qualia_core.command.ParameterResearch.ParameterResearchLoggerFields attribute) (qualia_core.command.Train.LearningModelLoggerFields attribute) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) (qualia_core.qualia.TrainResult attribute) parse_args() (in module qualia_core.utils.args) parse_config() (in module qualia_core.utils.config) part (qualia_core.datamodel.har.Subject attribute) (qualia_core.datamodel.har.Subject.Subject attribute) path (qualia_core.dataset.CORe50.CORe50.Info attribute) (qualia_core.dataset.CORe50.Info attribute) pipe_data_received() (qualia_core.utils.process.AsyncTeeProtocol.AsyncTeeProtocol method) PostProcessing (class in qualia_core.postprocessing) (class in qualia_core.postprocessing.PostProcessing) postprocessing (qualia_core.utils.plugin.QualiaComponent attribute) predict() (qualia_core.learningframework.LearningFramework.LearningFramework method) prefix (qualia_core.utils.logger.Logger attribute) (qualia_core.utils.logger.Logger.Logger attribute) prepare() (qualia_core.deployment.Deployer method) (qualia_core.deployment.Deployer.Deployer method) (qualia_core.deployment.keras.Linux method) (qualia_core.deployment.keras.Linux.Linux method) (qualia_core.deployment.qualia_codegen.CMake.CMake method) (qualia_core.deployment.qualia_codegen.LonganNano method) (qualia_core.deployment.qualia_codegen.LonganNano.LonganNano method) (qualia_core.deployment.qualia_codegen.SparkFunEdge method) (qualia_core.deployment.qualia_codegen.SparkFunEdge.SparkFunEdge method) (qualia_core.deployment.stm32cubeai.Linux method) (qualia_core.deployment.stm32cubeai.Linux.Linux method) (qualia_core.deployment.stm32cubeai.STM32CubeAI.STM32CubeAI method) (qualia_core.deployment.stm32cubeai.STM32CubeAICMake.STM32CubeAICMake method) (qualia_core.deployment.tflite.Linux method) (qualia_core.deployment.tflite.Linux.Linux method) (qualia_core.deployment.tflitemicro.SparkFunEdge method) (qualia_core.deployment.tflitemicro.SparkFunEdge.SparkFunEdge method) (qualia_core.deployment.toolchain.Eclipse.Eclipse method)

prepare_deploy() (in module qualia_core.qualia) PrepareDeploy (class in qualia_core.command) (class in qualia_core.command.PrepareDeploy) PrepareDeployLoggerFields (class in qualia_core.command.PrepareDeploy) PreprocessData (class in qualia_core.command) (class in qualia_core.command.PreprocessData) Preprocessing (class in qualia_core.preprocessing.Preprocessing) preprocessing (qualia_core.utils.plugin.QualiaComponent attribute) PrintHARDataModelSummary (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.PrintHARDataModelSummary) process_exited() (qualia_core.utils.process.AsyncTeeProtocol.AsyncTeeProtocol method) process_framework() (qualia_core.postprocessing.PostProcessing method) (qualia_core.postprocessing.PostProcessing.PostProcessing method) process_mem_params() (qualia_core.postprocessing.Converter.Converter method) (qualia_core.postprocessing.PostProcessing method) (qualia_core.postprocessing.PostProcessing.PostProcessing method) (qualia_core.postprocessing.QualiaCodeGen method) (qualia_core.postprocessing.QualiaCodeGen.QualiaCodeGen method) process_model() (qualia_core.postprocessing.PostProcessing method) (qualia_core.postprocessing.PostProcessing.PostProcessing method) process_name() (qualia_core.postprocessing.PostProcessing method) (qualia_core.postprocessing.PostProcessing.PostProcessing method) project_name (qualia_core.experimenttracking.NeptuneBase attribute) (qualia_core.experimenttracking.NeptuneBase.NeptuneBase attribute) project_namespace (qualia_core.experimenttracking.NeptuneBase attribute) (qualia_core.experimenttracking.NeptuneBase.NeptuneBase attribute)

Q

Qualia (class in qualia_core.evaluation.host) (class in qualia_core.evaluation.host.Qualia) (class in qualia_core.evaluation.target) (class in qualia_core.evaluation.target.Qualia) qualia() (in module qualia_core.main) qualia_core module qualia_core.assets module qualia_core.command module qualia_core.command.DeployAndEvaluate module qualia_core.command.ParameterResearch module qualia_core.command.PrepareDeploy module qualia_core.command.PreprocessData module qualia_core.command.Train module qualia_core.datamodel module qualia_core.datamodel.DataModel module qualia_core.datamodel.FeatureSample module qualia_core.datamodel.har module qualia_core.datamodel.har.Activities module qualia_core.datamodel.har.Activity module qualia_core.datamodel.har.HARDataModel module qualia_core.datamodel.har.InfoHAR module qualia_core.datamodel.har.Subject module qualia_core.datamodel.har.TimedActivity module qualia_core.datamodel.Info module qualia_core.datamodel.RawDataModel module qualia_core.datamodel.sensor module qualia_core.datamodel.sensor.Accelerometer module qualia_core.datamodel.sensor.Barometer module qualia_core.datamodel.sensor.GPS module qualia_core.datamodel.sensor.Gyroscope module qualia_core.datamodel.sensor.Magnetometer module qualia_core.datamodel.sensor.Sensor module qualia_core.datamodel.TimeSample module qualia_core.datamodel.WindowedSample module qualia_core.dataset module qualia_core.dataset.BrainMIX module qualia_core.dataset.CIFAR10 module qualia_core.dataset.CORe50 module qualia_core.dataset.Dataset module qualia_core.dataset.EllcieHAR module qualia_core.dataset.EZBirds module qualia_core.dataset.GSC module qualia_core.dataset.GTSRB module qualia_core.dataset.HARDataset module qualia_core.dataset.HD module qualia_core.dataset.MNIST module qualia_core.dataset.RawDataset module qualia_core.dataset.UCI_HAR module qualia_core.dataset.WSMNIST module qualia_core.deployment module qualia_core.deployment.Deploy module qualia_core.deployment.Deployer module qualia_core.deployment.keras module qualia_core.deployment.keras.Linux module qualia_core.deployment.qualia_codegen module qualia_core.deployment.qualia_codegen.CMake module qualia_core.deployment.qualia_codegen.Linux module qualia_core.deployment.qualia_codegen.LonganNano module qualia_core.deployment.qualia_codegen.NucleoH7S3L8 module qualia_core.deployment.qualia_codegen.NucleoL452REP module qualia_core.deployment.qualia_codegen.NucleoU575ZIQ module qualia_core.deployment.qualia_codegen.SparkFunEdge module qualia_core.deployment.qualia_codegen.Windows module qualia_core.deployment.stm32cubeai module qualia_core.deployment.stm32cubeai.Linux module qualia_core.deployment.stm32cubeai.NucleoL452REP module qualia_core.deployment.stm32cubeai.STM32CubeAI module qualia_core.deployment.stm32cubeai.STM32CubeAICMake module qualia_core.deployment.tflite module qualia_core.deployment.tflite.Linux module qualia_core.deployment.tflitemicro module qualia_core.deployment.tflitemicro.SparkFunEdge module qualia_core.deployment.tflitemicro.TFLite2CArray module qualia_core.deployment.toolchain module qualia_core.deployment.toolchain.CMake module qualia_core.deployment.toolchain.Eclipse module qualia_core.deployment.toolchain.NucleiStudio module qualia_core.deployment.toolchain.STM32CubeIDE module qualia_core.evaluation module qualia_core.evaluation.Evaluator module

qualia_core.evaluation.host module qualia_core.evaluation.host.Keras module qualia_core.evaluation.host.Qualia module qualia_core.evaluation.host.STM32CubeAI module qualia_core.evaluation.host.TFLite module qualia_core.evaluation.Stats module qualia_core.evaluation.STM32CubeAI module qualia_core.evaluation.target module qualia_core.evaluation.target.Qualia module qualia_core.evaluation.target.STM32CubeAI module qualia_core.experimenttracking module qualia_core.experimenttracking.ExperimentTracking module qualia_core.experimenttracking.keras module qualia_core.experimenttracking.keras.Neptune module qualia_core.experimenttracking.NeptuneBase module qualia_core.experimenttracking.pytorch module qualia_core.experimenttracking.pytorch.ClearML module qualia_core.experimenttracking.pytorch.ExperimentTrackingPyTorch module qualia_core.experimenttracking.pytorch.Neptune module qualia_core.learningframework module qualia_core.learningframework.LearningFramework module qualia_core.learningframework.pytorch module qualia_core.learningmodel module qualia_core.learningmodel.keras module qualia_core.learningmodel.keras.CNN module qualia_core.learningmodel.keras.MLP module qualia_core.learningmodel.keras.ResNet module qualia_core.learningmodel.LearningModel module qualia_core.main module qualia_core.postprocessing module qualia_core.postprocessing.Converter module qualia_core.postprocessing.PostProcessing module qualia_core.postprocessing.QualiaCodeGen module qualia_core.preprocessing module qualia_core.preprocessing.BandPassFilter module qualia_core.preprocessing.Class2BinMatrix module qualia_core.preprocessing.CopySet module qualia_core.preprocessing.DatamodelConverter module qualia_core.preprocessing.DatasetSplitter module qualia_core.preprocessing.DatasetSplitterBySubjects module qualia_core.preprocessing.MFCC module qualia_core.preprocessing.Normalize module qualia_core.preprocessing.Preprocessing module qualia_core.preprocessing.PrintHARDataModelSummary module qualia_core.preprocessing.RemoveActivity module qualia_core.preprocessing.RemoveSensor module qualia_core.preprocessing.Reshape2DTo1D module qualia_core.preprocessing.Window module qualia_core.qualia module qualia_core.random module qualia_core.typing module qualia_core.utils module qualia_core.utils.args module qualia_core.utils.config module qualia_core.utils.file module qualia_core.utils.file.CSVReader module qualia_core.utils.file.DirectoryReader module qualia_core.utils.Git module qualia_core.utils.logger module qualia_core.utils.logger.ConsoleFormatter module qualia_core.utils.logger.CSVFormatter module qualia_core.utils.logger.CSVLogger module qualia_core.utils.logger.Logger module qualia_core.utils.logger.setup_root_logger module qualia_core.utils.logger.TextFormatter module qualia_core.utils.logger.TextLogger module qualia_core.utils.merge_dict module qualia_core.utils.path module qualia_core.utils.plugin module qualia_core.utils.process module qualia_core.utils.process.AsyncTeeProtocol module qualia_core.utils.process.subprocesstee module qualia_core.utils.StrEnum module qualia_core.utils.TensorFlowInitializer module QualiaCodeGen (class in qualia_core.postprocessing) (class in qualia_core.postprocessing.QualiaCodeGen) QualiaComponent (class in qualia_core.utils.plugin) quantization (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) quantize (qualia_core.command.PrepareDeploy.PrepareDeployLoggerFields attribute)

R

ram_size (qualia_core.deployment.Deploy.Deploy attribute) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) RawData (class in qualia_core.datamodel.RawDataModel) RawDataModel (class in qualia_core.datamodel) (class in qualia_core.datamodel.RawDataModel) RawDataset (class in qualia_core.dataset.RawDataset) RawDataSets (class in qualia_core.datamodel.RawDataModel) read() (qualia_core.utils.file.CSVReader method) (qualia_core.utils.file.CSVReader.CSVReader method) (qualia_core.utils.file.DirectoryReader method) (qualia_core.utils.file.DirectoryReader.DirectoryReader method) read_callback() (qualia_core.utils.file.CSVReader method) (qualia_core.utils.file.CSVReader.CSVReader method) RED (qualia_core.utils.logger.ConsoleFormatter.ConsoleColors attribute) RemoveActivity (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.RemoveActivity) RemoveSensor (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.RemoveSensor) ResBlock (class in qualia_core.learningmodel.keras.ResNet) RESET (qualia_core.utils.logger.ConsoleFormatter.ConsoleColors attribute)

Reshape2DTo1D (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.Reshape2DTo1D) ResNet() (in module qualia_core.learningmodel.keras) (in module qualia_core.learningmodel.keras.ResNet) resources_to_path() (in module qualia_core.utils.path) Result (class in qualia_core.evaluation.host.Qualia) (class in qualia_core.evaluation.target.Qualia) Roi_X1 (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute) Roi_X2 (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute) Roi_Y1 (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute) Roi_Y2 (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute) rom_size (qualia_core.deployment.Deploy.Deploy attribute) (qualia_core.evaluation.Stats attribute) (qualia_core.evaluation.Stats.Stats attribute) (qualia_core.evaluation.Stats.StatsFields attribute) run() (in module qualia_core.utils.process.subprocesstee) RUNNING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute)

S

samples (qualia_core.datamodel.har.Activity attribute) (qualia_core.datamodel.har.Activity.Activity attribute) (qualia_core.datamodel.har.TimedActivity property) (qualia_core.datamodel.har.TimedActivity.TimedActivity property) save_graph_plot() (qualia_core.learningframework.LearningFramework.LearningFramework method) score (qualia_core.evaluation.target.Qualia.Result attribute) Sensor (class in qualia_core.datamodel.sensor) (class in qualia_core.datamodel.sensor.Sensor) sensors (qualia_core.datamodel.TimeSample attribute) (qualia_core.datamodel.TimeSample.TimeSample attribute) session (qualia_core.dataset.CORe50.CORe50.Info attribute) (qualia_core.dataset.CORe50.Info attribute) set_seed() (qualia_core.utils.TensorFlowInitializer method) (qualia_core.utils.TensorFlowInitializer.TensorFlowInitializer method) sets (qualia_core.datamodel.DataModel attribute) (qualia_core.datamodel.DataModel.DataModel attribute) (qualia_core.datamodel.har.HARDataModel attribute) (qualia_core.datamodel.har.HARDataModel.HARDataModel attribute) (qualia_core.datamodel.RawDataModel attribute) (qualia_core.datamodel.RawDataModel.RawDataModel attribute) (qualia_core.dataset.CORe50.CORe50 attribute) (qualia_core.dataset.Dataset.Dataset attribute) (qualia_core.dataset.EllcieHAR.EllcieHAR attribute) (qualia_core.dataset.GSC.GSC attribute) (qualia_core.dataset.UCI_HAR.UCI_HAR attribute) setup_root_logger() (in module qualia_core.utils.logger.setup_root_logger) short_hash (qualia_core.utils.Git property) (qualia_core.utils.Git.Git property) shuffle_dataset() (qualia_core.evaluation.Evaluator method) (qualia_core.evaluation.Evaluator.Evaluator method) SIT_TO_LIE (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) SIT_TO_STAND (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) SITTING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) source_files (qualia_core.experimenttracking.NeptuneBase attribute) (qualia_core.experimenttracking.NeptuneBase.NeptuneBase attribute) SparkFunEdge (class in qualia_core.deployment.qualia_codegen) (class in qualia_core.deployment.qualia_codegen.SparkFunEdge) (class in qualia_core.deployment.tflitemicro) (class in qualia_core.deployment.tflitemicro.SparkFunEdge) speed (qualia_core.datamodel.sensor.GPS attribute) (qualia_core.datamodel.sensor.GPS.GPS attribute) SQUAT_TO_STAND (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute)

SQUATTING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) STAND_TO_LIE (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) STAND_TO_SIT (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) STAND_TO_SQUAT (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) STANDING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) start() (qualia_core.experimenttracking.ExperimentTracking.ExperimentTracking method) (qualia_core.experimenttracking.keras.Neptune method) (qualia_core.experimenttracking.keras.Neptune.Neptune method) (qualia_core.experimenttracking.pytorch.ClearML method) (qualia_core.experimenttracking.pytorch.ClearML.ClearML method) (qualia_core.experimenttracking.pytorch.Neptune method) (qualia_core.experimenttracking.pytorch.Neptune.Neptune method) Stats (class in qualia_core.evaluation) (class in qualia_core.evaluation.Stats) StatsFields (class in qualia_core.evaluation.Stats) STM32CubeAI (class in qualia_core.deployment.stm32cubeai.STM32CubeAI) (class in qualia_core.evaluation) (class in qualia_core.evaluation.host) (class in qualia_core.evaluation.host.STM32CubeAI) (class in qualia_core.evaluation.STM32CubeAI) (class in qualia_core.evaluation.target) (class in qualia_core.evaluation.target.STM32CubeAI) STM32CubeAICMake (class in qualia_core.deployment.stm32cubeai.STM32CubeAICMake) STM32CubeIDE (class in qualia_core.deployment.toolchain) (class in qualia_core.deployment.toolchain.STM32CubeIDE) stop() (qualia_core.experimenttracking.ExperimentTracking.ExperimentTracking method) (qualia_core.experimenttracking.keras.Neptune method) (qualia_core.experimenttracking.keras.Neptune.Neptune method) (qualia_core.experimenttracking.pytorch.ClearML method) (qualia_core.experimenttracking.pytorch.ClearML.ClearML method) (qualia_core.experimenttracking.pytorch.Neptune method) (qualia_core.experimenttracking.pytorch.Neptune.Neptune method) STOPPING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) StrEnum (class in qualia_core.utils) (class in qualia_core.utils.StrEnum) Subject (class in qualia_core.datamodel.har) (class in qualia_core.datamodel.har.Subject) subject (qualia_core.datamodel.har.InfoHAR.Info attribute) (qualia_core.datamodel.Info.Info attribute) summary() (qualia_core.learningframework.LearningFramework.LearningFramework method)

T

t (qualia_core.datamodel.TimeSample attribute) (qualia_core.datamodel.TimeSample.TimeSample attribute) T (qualia_core.dataset.EllcieHAR.EllcieHAR.Row attribute) (qualia_core.dataset.EllcieHAR.Row attribute) TensorFlowInitializer (class in qualia_core.utils) (class in qualia_core.utils.TensorFlowInitializer) test (qualia_core.datamodel.DataModel.DataModel.Sets attribute) (qualia_core.datamodel.DataModel.Sets attribute) test_list (qualia_core.dataset.CORe50 attribute) (qualia_core.dataset.CORe50.CORe50 attribute) testset (qualia_core.qualia.TrainResult attribute) TextFormatter (class in qualia_core.utils.logger.TextFormatter) TextLogger (class in qualia_core.utils.logger) (class in qualia_core.utils.logger.TextLogger) TextLoggerField (class in qualia_core.utils.logger.TextLogger) TFLite (class in qualia_core.evaluation.host) (class in qualia_core.evaluation.host.TFLite)

TFLite2CArray (class in qualia_core.deployment.tflitemicro.TFLite2CArray) time (qualia_core.evaluation.host.Qualia.Result attribute) (qualia_core.evaluation.target.Qualia.Result attribute) TimedActivity (class in qualia_core.datamodel.har) (class in qualia_core.datamodel.har.TimedActivity) TimeSample (class in qualia_core.datamodel) (class in qualia_core.datamodel.TimeSample) Train (class in qualia_core.command) (class in qualia_core.command.Train) train (qualia_core.datamodel.DataModel.DataModel.Sets attribute) (qualia_core.datamodel.DataModel.Sets attribute) train() (in module qualia_core.qualia) (qualia_core.learningframework.LearningFramework.LearningFramework method) TrainResult (class in qualia_core.qualia) trainset (qualia_core.qualia.TrainResult attribute) transport (qualia_core.utils.process.AsyncTeeProtocol.AsyncTeeProtocol attribute) tune_config (qualia_core.command.ParameterResearch.ParameterResearchLoggerFields attribute)

U

UCI_HAR (class in qualia_core.dataset) (class in qualia_core.dataset.UCI_HAR)

UINT8 (qualia_core.dataset.MNIST.IDXType attribute)

V

valid (qualia_core.datamodel.DataModel.DataModel.Sets attribute) (qualia_core.datamodel.DataModel.Sets attribute)

validate_config_dict() (in module qualia_core.utils.config)

W

WALKING (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) WALKING_DOWNSTAIRS (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) WALKING_UPSTAIRS (qualia_core.datamodel.har.Activities attribute) (qualia_core.datamodel.har.Activities.Activities attribute) Width (qualia_core.dataset.GTSRB.GTSRB.Row attribute) (qualia_core.dataset.GTSRB.Row attribute)

Window (class in qualia_core.preprocessing) (class in qualia_core.preprocessing.Window) WindowedSample (class in qualia_core.datamodel) (class in qualia_core.datamodel.WindowedSample) Windows (class in qualia_core.deployment.qualia_codegen) (class in qualia_core.deployment.qualia_codegen.Windows) WSMNIST (class in qualia_core.dataset) (class in qualia_core.dataset.WSMNIST)

X

x (qualia_core.datamodel.RawDataModel.RawData attribute) (qualia_core.datamodel.sensor.Accelerometer attribute) (qualia_core.datamodel.sensor.Accelerometer.Accelerometer attribute) (qualia_core.datamodel.sensor.Gyroscope attribute) (qualia_core.datamodel.sensor.Gyroscope.Gyroscope attribute) (qualia_core.datamodel.sensor.Magnetometer attribute) (qualia_core.datamodel.sensor.Magnetometer.Magnetometer attribute)

Y

y (qualia_core.datamodel.RawDataModel.RawData attribute) (qualia_core.datamodel.sensor.Accelerometer attribute) (qualia_core.datamodel.sensor.Accelerometer.Accelerometer attribute) (qualia_core.datamodel.sensor.Gyroscope attribute) (qualia_core.datamodel.sensor.Gyroscope.Gyroscope attribute) (qualia_core.datamodel.sensor.Magnetometer attribute) (qualia_core.datamodel.sensor.Magnetometer.Magnetometer attribute) (qualia_core.evaluation.target.Qualia.Result attribute)

YELLOW (qualia_core.utils.logger.ConsoleFormatter.ConsoleColors attribute)

Z

z (qualia_core.datamodel.sensor.Accelerometer attribute) (qualia_core.datamodel.sensor.Accelerometer.Accelerometer attribute) (qualia_core.datamodel.sensor.Gyroscope attribute) (qualia_core.datamodel.sensor.Gyroscope.Gyroscope attribute) (qualia_core.datamodel.sensor.Magnetometer attribute) (qualia_core.datamodel.sensor.Magnetometer.Magnetometer attribute)

z_score() (qualia_core.preprocessing.Normalize method) (qualia_core.preprocessing.Normalize.Normalize method)