Index

A

AbstractEquivariantGNN (class in siml.networks.abstract_equivariant_gnn) AbstractGCN (class in siml.networks.abstract_gcn) AbstractPyGGCN (class in siml.networks.pyg.abstract_pyg_gcn) accepts_multiple_inputs() (siml.networks.abstract_gcn.AbstractGCN static method) (siml.networks.activation.Activation static method) (siml.networks.array2diagmat.Array2Diagmat static method) (siml.networks.array2symmat.Array2Symmat static method) (siml.networks.boundary.Assignment static method) (siml.networks.boundary.Dirichlet static method) (siml.networks.boundary.Interaction static method) (siml.networks.boundary.NeumannDecoder static method) (siml.networks.boundary.NeumannEncoder static method) (siml.networks.boundary.NeumannIsoGCN static method) (siml.networks.concatenator.Concatenator static method) (siml.networks.deepsets.DeepSets static method) (siml.networks.einops.Rearrange static method) (siml.networks.einsum.EinSum static method) (siml.networks.group.Group static method) (siml.networks.id_mlp.IdMLP static method) (siml.networks.identity.Identity static method) (siml.networks.integration.Integration static method) (siml.networks.iso_gcn.IsoGCN static method) (siml.networks.lstm.LSTM static method) (siml.networks.mlp.MLP static method) (siml.networks.nan_mlp.NaNMLP static method) (siml.networks.normalized_mlp.NormalizedMLP static method) (siml.networks.penn.PENN static method) (siml.networks.pinv_mlp.PInvMLP static method) (siml.networks.projection.Projection static method) (siml.networks.proportional.Proportional static method) (siml.networks.reducer.Reducer static method) (siml.networks.reshape.Accessor static method) (siml.networks.reshape.FeaturesToTimeSeries static method) (siml.networks.reshape.Reshape static method) (siml.networks.reshape.TimeSeriesToFeatures static method) (siml.networks.set_transformer.SetTransformerDecoder static method) (siml.networks.set_transformer.SetTransformerEncoder static method) (siml.networks.share.Share static method) (siml.networks.siml_module.SimlModule static method) (siml.networks.spmm.SpMM static method) (siml.networks.symmat2array.Symmat2Array static method) (siml.networks.tcn.EquivariantTCN static method) (siml.networks.tcn.TCN static method) (siml.networks.tensor_operations.Contraction static method) (siml.networks.tensor_operations.EquivariantMLP static method) (siml.networks.tensor_operations.TensorProduct static method) (siml.networks.threshold.Threshold static method) (siml.networks.time_norm.TimeNorm static method) (siml.networks.translator.Translator static method) (siml.networks.upper_limit.UpperLimit static method)

Accessor (class in siml.networks.reshape) accomodate_length (siml.setting.InfererSetting attribute) Activation (class in siml.networks.activation) activation_after_residual (siml.setting.BlockSetting attribute) activations (siml.networks.boundary.NeumannEncoder property) (siml.setting.BlockSetting attribute) add_abs_difference() (siml.utils.fem_data_utils.FemDataWrapper method) add_block() (in module siml.networks.network) add_difference() (siml.utils.fem_data_utils.FemDataWrapper method) allow_linear_residual (siml.setting.BlockSetting attribute) analyze_data_directories() (in module siml.prepost) apply() (siml.siml_variables.array_variables.interface_wrapper.ISimlArray method) (siml.siml_variables.array_variables.ndarray_wrapper.NdArrayWrapper method) (siml.siml_variables.array_variables.sparce_array_wrapper.SparseArrayWrapper method) arbitrary_types_allowed (siml.preprocessing.scaling_converter.Config attribute) (siml.services.inference.inner_setting.InnerInfererSetting.Config attribute) (siml.services.training.inner_settings.InnerTrainingSetting.Config attribute) Array2Diagmat (class in siml.networks.array2diagmat) Array2Symmat (class in siml.networks.array2symmat) assign_handlers() (siml.services.training.events_assigners.TrainerEventsAssigner method) (siml.services.training.events_assigners.ValidationEventsAssigner method) Assignment (class in siml.networks.boundary) ATanh (class in siml.networks.activations) atanh() (in module siml.networks.activations)

B

BaseDataset (class in siml.datasets) batch_size (siml.setting.TrainerSetting attribute) BestModelSelector (class in siml.services.model_selector) betas (siml.setting.OptimizerSetting attribute) bias (siml.networks.pinv_mlp.PInvLinear property) (siml.setting.BlockSetting attribute)

blocks (siml.setting.GroupSetting attribute) (siml.setting.ModelSetting attribute) BlockSetting (class in siml.setting) broadcast() (siml.networks.group.Group method)

C

cached_interim_directories (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) calculate_loss_details() (siml.loss_operations.loss_calculator.ILossCalculator method) (siml.loss_operations.loss_calculator.LossCalculator method) (siml.loss_operations.loss_calculator_builder.LossCalculatorNoAnswer method) calculate_residual() (siml.networks.group.Group method) callback_exit() (siml.optimize.Study method) callback_print() (siml.optimize.Study method) cat_time_series() (in module siml.util) checkpoint_file() (siml.path_like_objects.siml_file_builder.SimlFileBuilder static method) clip_grad_norm (siml.setting.BlockSetting attribute) (siml.setting.TrainerSetting attribute) clip_grad_value (siml.setting.BlockSetting attribute) (siml.setting.TrainerSetting attribute) clip_if_needed() (siml.networks.network.Network method) clip_uniform_if_needed() (siml.networks.network.Network method) ClusterGCN (class in siml.networks.pyg.cluster_gcn) coeff (siml.setting.BlockSetting attribute) CollateFunctionGenerator (class in siml.datasets) collect_data_directories() (in module siml.util) collect_files() (in module siml.util) collect_interim_directories() (siml.preprocessing.scaling_converter.PreprocessInnerSettings method) collect_values() (siml.setting.CollectionVariableSetting method) CollectionVariableSetting (class in siml.setting) common_parent() (siml.services.path_rules.SimlPathRules method) compute() (siml.services.inference.metrics_builder.LossMetrics method) (siml.services.inference.metrics_builder.PostResultsMetrics method) (siml.services.inference.metrics_builder.RawLossMetrics method) (siml.services.training.metrics_builder.LossDetailsMetrics method) compute_accuracy (siml.setting.TrainerSetting attribute) concatenate_preprocessed_data() (in module siml.prepost) concatenate_variable() (in module siml.util) Concatenator (class in siml.networks.concatenator) Config (class in siml.preprocessing.scaling_converter) Contraction (class in siml.networks.tensor_operations) convergence_threshold (siml.setting.GroupSetting attribute) conversion (siml.setting.MainSetting attribute) conversion_setting (siml.services.inference.inner_setting.InnerInfererSetting property) ConversionSetting (class in siml.setting) convert() (siml.preprocessing.converter.RawConverter method) (siml.services.inference.postprocessing.postprocessor.PostProcessor method) (siml.setting.TypedDataClass method)

convert_raw_data() (in module siml.mains) convert_single_data() (siml.preprocessing.converter.RawConverter method) convert_sparse_info() (in module siml.datasets) convert_sparse_tensor() (in module siml.datasets) convert_to_order1 (siml.setting.InfererSetting attribute) converter_parameters_pkl (siml.setting.InfererSetting attribute) CoreInferer (class in siml.services.inference.core_inferer) CoreLossCalculator (class in siml.loss_operations.loss_calculator) Counter (class in siml.update_functions.pseudo_batch_update) create() (siml.loss_operations.loss_assignment.LossAssignmentCreator class method) (siml.loss_operations.loss_calculator_builder.LossCalculatorBuilder static method) (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper class method) (siml.services.inference.data_loader_builder.InferenceDataLoaderBuilder method) (siml.services.inference.engine_builder.InferenceEngineBuilder method) (siml.services.inference.metrics_builder.MetricsBuilder method) (siml.services.inference.postprocessing.post_fem_data.PostFEMDataConverter method) (siml.services.model_selector.ModelSelectorBuilder static method) (siml.services.training.data_loader_builder.DataLoaderBuilder method) (siml.services.training.trainers_builder.TrainersBuilder method) create_activation() (siml.networks.siml_module.SimlModule method) create_activations() (siml.networks.siml_module.SimlModule method) create_dropout_ratios() (siml.networks.siml_module.SimlModule method) create_engines() (siml.services.training.trainers_builder.TrainersBuilder method) create_from_dict() (siml.preprocessing.scalers_composition.ScalersComposition class method) create_from_file() (siml.preprocessing.scalers_composition.ScalersComposition class method) create_group_setting() (siml.networks.group.Group static method) create_initialized() (siml.services.model_builder.ModelBuilder method) create_linears() (siml.networks.siml_module.SimlModule method) create_loaded() (siml.services.model_builder.ModelBuilder method) create_logitems() (in module siml.services.training.logging_items) create_model() (siml.services.training.trainers_builder.TrainersBuilder method) create_model_env_setting() (siml.services.inference.inner_setting.InnerInfererSetting method) create_optimizer() (siml.services.training.trainers_builder.TrainersBuilder method) create_scaler() (in module siml.preprocessing.siml_scalers.scale_functions) create_siml_arrray() (in module siml.siml_variables.array_variables) create_supervised_evaluator() (siml.services.training.engine_builder.EvaluatorEngineBuilder method) create_supervised_trainer() (siml.services.training.engine_builder.TrainerEngineBuilder method)

D

data (siml.setting.MainSetting attribute) data_directories (siml.setting.InfererSetting attribute) data_directory (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.services.inference.record_object.PredictionRecord attribute) (siml.services.inference.record_object.RawPredictionRecord attribute) data_parallel (siml.services.environment.ModelEnvironmentSetting attribute) (siml.setting.TrainerSetting attribute) DataDict (class in siml.datasets) DataLoaderBuilder (class in siml.services.training.data_loader_builder) DataParallel (class in siml.data_parallel) DataSetting (class in siml.setting) date_string() (in module siml.util) DBSetting (class in siml.setting) debug (siml.setting.GroupSetting attribute) debug_dataset (siml.setting.TrainerSetting attribute) decrypt_file() (in module siml.util) decrypt_key (siml.services.inference.inner_setting.InnerInfererSetting attribute) DeepSets (class in siml.networks.deepsets) DEFALUT_THRESHOLD (siml.networks.threshold.Threshold attribute) default_list_check() (siml.preprocessing.scaling_converter.PreprocessInnerSettings class method) DefaultFilterFunction (class in siml.preprocessing.converter) DefaultLoadFunction (class in siml.preprocessing.converter) DefaultSaveFunction (class in siml.preprocessing.converter) (class in siml.preprocessing.siml_scalers.scaler_result_save) deploy() (siml.inferer.Inferer method) DeployedModelSelector (class in siml.services.model_selector) derivative_smooth_leaky_relu() (in module siml.networks.activations) derivative_tanh() (in module siml.networks.activations) DerivativeLeakyReLU (class in siml.networks.activations)

destinations (siml.setting.BlockSetting attribute) destroy() (siml.utils.progress_bar.SimlProgressBar method) detect_directory_type() (siml.services.path_rules.SimlPathRules method) determine_batch_sizes() (siml.setting.TrainerSetting method) determine_element_wise() (siml.setting.TrainerSetting method) determine_max_process() (in module siml.util) determine_output_directory() (siml.services.path_rules.SimlPathRules method) determine_write_simulation_case_dir() (siml.services.path_rules.SimlPathRules method) develop (siml.setting.DataSetting attribute) device (siml.datasets.DataDict property) (siml.setting.BlockSetting attribute) dict_answer (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.services.inference.record_object.PredictionRecord attribute) dict_block_class (siml.networks.network.Network attribute) DICT_DTYPE (siml.optimize.Objective attribute) dict_x (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.services.inference.record_object.PredictionRecord attribute) dict_y (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.services.inference.record_object.PredictionRecord attribute) DictLossAssignment (class in siml.loss_operations.loss_assignment) dim (siml.setting.VariableSetting attribute) dims (siml.setting.CollectionVariableSetting property) directory_have_files() (in module siml.util) Dirichlet (class in siml.networks.boundary) display_mergin (siml.setting.TrainerSetting attribute) draw() (siml.networks.network.Network method) draw_network (siml.setting.TrainerSetting attribute) dropouts (siml.setting.BlockSetting attribute) dump_yaml() (in module siml.setting)

E

EinSum (class in siml.networks.einsum) element_batch_size (siml.setting.TrainerSetting attribute) element_wise (siml.setting.TrainerSetting attribute) ElementBatchUpdate (class in siml.update_functions.element_batch_update) ElementWiseDataset (class in siml.datasets) encrypt_file() (in module siml.util) encrypt_key (siml.setting.DataSetting attribute) epoch (siml.path_like_objects.siml_files.checkpoint_file.SimlCheckpointFile property) (siml.path_like_objects.siml_files.interface.ISimlCheckpointFile property)

eps (siml.setting.OptimizerSetting attribute) EquivariantMLP (class in siml.networks.tensor_operations) EquivariantTCN (class in siml.networks.tcn) ERROR (siml.study.Status attribute) evaluate() (siml.trainer.Trainer method) EVALUATED (siml.services.training.events_assigners.StopTriggerEvents attribute) EvaluatorEngineBuilder (class in siml.services.training.engine_builder) exist_variable_file() (siml.path_like_objects.siml_directory.SimlDirectory method) extract_variables() (siml.utils.fem_data_utils.FemDataWrapper method)

F

FeaturesToTimeSeries (class in siml.networks.reshape) fem_data (siml.services.inference.record_object.PostPredictionRecord attribute) FEMDataSaveFunction (class in siml.services.inference.postprocessing.save_processor) FemDataWrapper (class in siml.utils.fem_data_utils) figure_format (siml.setting.TrainerSetting attribute) file_extension (siml.path_like_objects.siml_files.interface.ISimlNumpyFile property) (siml.path_like_objects.siml_files.numpy_file.SimlNumpyFile property) file_path (siml.path_like_objects.siml_files.checkpoint_file.SimlCheckpointFile property) (siml.path_like_objects.siml_files.interface.ISimlBaseFile property) (siml.path_like_objects.siml_files.numpy_file.SimlNumpyFile property) (siml.path_like_objects.siml_files.pickle_file.SimlPickleFile property) (siml.path_like_objects.siml_files.yaml_file.SimlYamlFile property) file_type (siml.setting.ConversionSetting attribute) files_exist() (in module siml.util) files_match() (in module siml.util) find_pickle_file() (siml.path_like_objects.siml_directory.SimlDirectory method) find_variable_file() (siml.path_like_objects.siml_directory.SimlDirectory method) find_yaml_file() (siml.path_like_objects.siml_directory.SimlDirectory method) FINISHED (siml.study.Status attribute) FINISHED_FILE (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) finished_file (siml.setting.ConversionSetting attribute) fire_stop_trigger() (siml.services.training.events_assigners.TrainerEventsAssigner method) fit_transform() (siml.preprocessing.scaling_converter.ScalingConverter method) force_converter_parameters_pkl (siml.services.inference.inner_setting.InnerInfererSetting attribute) force_model_path (siml.services.inference.inner_setting.InnerInfererSetting attribute) format() (siml.services.training.logging_items.logging_items.ILoggingItem method) (siml.services.training.logging_items.logging_items.LoggingDictItem method) (siml.services.training.logging_items.logging_items.LoggingFloatItem method) (siml.services.training.logging_items.logging_items.LoggingIntItem method) (siml.services.training.logging_items.logging_items.LoggingStrItem method) forward() (siml.networks.abstract_gcn.AbstractGCN method) (siml.networks.activation.Activation method) (siml.networks.activations.ATanh method) (siml.networks.activations.DerivativeLeakyReLU method) (siml.networks.activations.InversedLeakyReLU method) (siml.networks.array2diagmat.Array2Diagmat method) (siml.networks.array2symmat.Array2Symmat method) (siml.networks.boundary.Assignment method) (siml.networks.boundary.Dirichlet method) (siml.networks.boundary.Interaction method) (siml.networks.boundary.NeumannDecoder method) (siml.networks.boundary.NeumannEncoder method) (siml.networks.boundary.NeumannIsoGCN method) (siml.networks.concatenator.Concatenator method) (siml.networks.einops.Rearrange method) (siml.networks.einsum.EinSum method) (siml.networks.identity.Identity method) (siml.networks.integration.Integration method) (siml.networks.network.Network method) (siml.networks.pinv_mlp.PInvLinear method) (siml.networks.projection.Projection method) (siml.networks.pyg.gcnii_pytorch_geometric.GCN2Conv method) (siml.networks.reducer.Reducer method) (siml.networks.reshape.Accessor method) (siml.networks.reshape.FeaturesToTimeSeries method) (siml.networks.reshape.Reshape method) (siml.networks.reshape.TimeSeriesToFeatures method) (siml.networks.set_transformer.ISAB method) (siml.networks.set_transformer.MAB method) (siml.networks.set_transformer.PMA method) (siml.networks.set_transformer.SAB method) (siml.networks.siml_module.SimlModule method) (siml.networks.symmat2array.Symmat2Array method) (siml.networks.tensor_operations.Contraction method) (siml.networks.tensor_operations.TensorProduct method) (siml.networks.threshold.Threshold method) (siml.networks.time_norm.TimeNorm method) (siml.networks.upper_limit.UpperLimit method)

forward_implicit() (siml.networks.group.Group method) forward_time_series() (siml.networks.group.Group method) forward_w_loop() (siml.networks.group.Group method) forward_wo_loop() (siml.networks.group.Group method) from_model_directory() (siml.inferer.Inferer class method) frozen (siml.preprocessing.scaling_converter.Config attribute)

G

GCN (class in siml.networks.gcn) GCN2Conv (class in siml.networks.pyg.gcnii_pytorch_geometric) GCNII (class in siml.networks.pyg.gcnii) generate_inputs() (siml.networks.group.Group method) generate_outputs() (siml.networks.group.Group method) get() (siml.setting.VariableSetting method) get_converter_parameters_pkl_path() (siml.services.inference.inner_setting.InnerInfererSetting method) get_crypt_key() (siml.services.inference.inner_setting.InnerInfererSetting method) (siml.setting.MainSetting method) get_default_preprocessors_pkl_path() (siml.preprocessing.scaling_converter.PreprocessInnerSettings method) get_device() (siml.services.environment.ModelEnvironmentSetting method) get_dumped_dict() (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper method) get_dumped_object() (siml.preprocessing.scalers_composition.ScalersComposition method) get_header() (siml.services.training.training_logger.SimlTrainingConsoleLogger method) get_input_time_series_keys() (siml.setting.TrainerSetting method) get_loss_coeffs() (siml.networks.network.Network method) get_loss_function() (siml.loss_operations.loss_selector.LossFunctionSelector method) get_loss_keys() (siml.networks.network.Network method) get_losses() (siml.networks.network.Network method) get_model_name() (siml.services.inference.inner_setting.InnerInfererSetting method) get_n_nodes() (siml.networks.siml_module.SimlModule class method) get_name() (siml.networks.activation.Activation static method) (siml.networks.array2diagmat.Array2Diagmat static method) (siml.networks.array2symmat.Array2Symmat static method) (siml.networks.boundary.Assignment static method) (siml.networks.boundary.Dirichlet static method) (siml.networks.boundary.Interaction static method) (siml.networks.boundary.NeumannDecoder static method) (siml.networks.boundary.NeumannEncoder static method) (siml.networks.boundary.NeumannIsoGCN static method) (siml.networks.concatenator.Concatenator static method) (siml.networks.deepsets.DeepSets static method) (siml.networks.einops.Rearrange static method) (siml.networks.einsum.EinSum static method) (siml.networks.gcn.GCN static method) (siml.networks.group.Group static method) (siml.networks.id_mlp.IdMLP static method) (siml.networks.identity.Identity static method) (siml.networks.integration.Integration static method) (siml.networks.iso_gcn.IsoGCN static method) (siml.networks.lstm.LSTM static method) (siml.networks.message_passing.MessagePassing static method) (siml.networks.mlp.MLP static method) (siml.networks.nan_mlp.NaNMLP static method) (siml.networks.normalized_mlp.NormalizedMLP static method) (siml.networks.penn.PENN static method) (siml.networks.pinv_mlp.PInvMLP static method) (siml.networks.projection.Projection static method) (siml.networks.proportional.Proportional static method) (siml.networks.pyg.cluster_gcn.ClusterGCN static method) (siml.networks.pyg.gcnii.GCNII static method) (siml.networks.pyg.gin.GIN static method) (siml.networks.reducer.Reducer static method) (siml.networks.reshape.Accessor static method) (siml.networks.reshape.FeaturesToTimeSeries static method) (siml.networks.reshape.Reshape static method) (siml.networks.reshape.TimeSeriesToFeatures static method) (siml.networks.set_transformer.SetTransformerDecoder static method) (siml.networks.set_transformer.SetTransformerEncoder static method) (siml.networks.share.Share static method) (siml.networks.siml_module.SimlModule static method) (siml.networks.spmm.SpMM static method) (siml.networks.symmat2array.Symmat2Array static method) (siml.networks.tcn.EquivariantTCN static method) (siml.networks.tcn.TCN static method) (siml.networks.tensor_operations.Contraction static method) (siml.networks.tensor_operations.EquivariantMLP static method) (siml.networks.tensor_operations.TensorProduct static method) (siml.networks.threshold.Threshold static method) (siml.networks.time_norm.TimeNorm static method) (siml.networks.translator.Translator static method) (siml.networks.upper_limit.UpperLimit static method)

get_output_device() (siml.services.environment.ModelEnvironmentSetting method) get_output_directory() (siml.preprocessing.scaling_converter.PreprocessInnerSettings method) (siml.services.inference.inner_setting.InnerInfererSetting method) get_output_time_series_keys() (siml.setting.TrainerSetting method) get_save_fem_extension() (siml.services.inference.postprocessing.save_processor.FEMDataSaveFunction method) get_scaler() (siml.preprocessing.scalers_composition.ScalersComposition method) get_scaler_fitting_files() (siml.preprocessing.scaling_converter.PreprocessInnerSettings method) get_scaler_names() (siml.preprocessing.scalers_composition.ScalersComposition method) get_snapshot_file_path() (siml.services.inference.inner_setting.InnerInfererSetting method) get_time_series_keys() (siml.setting.CollectionVariableSetting method) get_top_directory() (in module siml.util) get_variable_names() (siml.preprocessing.scalers_composition.ScalersComposition method) get_version() (in module siml) get_write_simulation_case_dir() (siml.services.inference.inner_setting.InnerInfererSetting method) GIN (class in siml.networks.pyg.gin) glorot() (in module siml.networks.pyg.gcnii_pytorch_geometric) gpu_count (siml.services.environment.ModelEnvironmentSetting property) gpu_id (siml.services.environment.ModelEnvironmentSetting attribute) (siml.setting.InfererSetting attribute) (siml.setting.TrainerSetting attribute) Group (class in siml.networks.group) groups (siml.setting.ModelSetting attribute) GroupSetting (class in siml.setting)

H

hidden_activation (siml.setting.BlockSetting attribute) hidden_dropout (siml.setting.BlockSetting attribute)

hidden_layers (siml.setting.BlockSetting attribute) hidden_nodes (siml.setting.BlockSetting attribute) hyperparameters (siml.setting.OptunaSetting attribute)

I

IConvertFunction (class in siml.preprocessing.converter) Identity (class in siml.networks.identity) identity() (in module siml.networks.activations) IdentityScaler (class in siml.preprocessing.siml_scalers.scale_functions.identity_scaler) IdMLP (class in siml.networks.id_mlp) IFEMDataAdditionFunction (class in siml.services.inference.postprocessing.post_fem_data) IFilterFunction (class in siml.preprocessing.converter) IInfererSaveFunction (class in siml.services.inference.postprocessing.save_processor) ILoadFunction (class in siml.preprocessing.converter) ILoggingItem (class in siml.services.training.logging_items.logging_items) ILossAssignment (class in siml.loss_operations.loss_assignment) ILossCalculator (class in siml.loss_operations.loss_calculator) IModelSelector (class in siml.services.model_selector) increment() (siml.update_functions.pseudo_batch_update.Counter method) infer() (siml.inferer.Inferer method) infer_dataset() (siml.inferer.Inferer method) infer_dict_data() (siml.inferer.Inferer method) infer_epoch (siml.setting.InfererSetting attribute) infer_parameter_study() (siml.inferer.Inferer method) inference_start_datetime (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.services.inference.record_object.PredictionRecord attribute) inference_time (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.services.inference.record_object.PredictionRecord attribute) (siml.services.inference.record_object.RawPredictionRecord attribute) InferenceDataLoaderBuilder (class in siml.services.inference.data_loader_builder) InferenceEngineBuilder (class in siml.services.inference.engine_builder) Inferer (class in siml.inferer) inferer (siml.setting.MainSetting attribute) inferer_setting (siml.services.inference.inner_setting.InnerInfererSetting property) InfererSetting (class in siml.setting) inferred (siml.setting.DataSetting attribute) inferred_root (siml.setting.DataSetting property) init (siml.preprocessing.scaling_converter.Config attribute) initialize_log_file() (siml.study.Study method) initialize_study_setting() (siml.study.Study method) InnerInfererSetting (class in siml.services.inference.inner_setting) InnerInfererSetting.Config (class in siml.services.inference.inner_setting) InnerTrainingSetting (class in siml.services.training.inner_settings) InnerTrainingSetting.Config (class in siml.services.training.inner_settings) input_dims (siml.setting.GroupSetting property) (siml.setting.TrainerSetting property) input_dropout (siml.setting.BlockSetting attribute) input_indices (siml.setting.BlockSetting attribute) input_is_dict (siml.setting.TrainerSetting property) input_keys (siml.setting.BlockSetting attribute) input_length (siml.setting.GroupSetting property) (siml.setting.TrainerSetting property) input_names (siml.networks.group.Group property) (siml.setting.BlockSetting attribute) (siml.setting.GroupSetting property) (siml.setting.TrainerSetting property) input_names_list (siml.setting.TrainerSetting property) input_slice (siml.setting.BlockSetting attribute) inputs (siml.setting.GroupSetting attribute) (siml.setting.TrainerSetting attribute) Integration (class in siml.networks.integration) Interaction (class in siml.networks.boundary) interim (siml.setting.DataSetting attribute) interim_directories (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) interim_root (siml.setting.DataSetting property) inverse_transform() (siml.preprocessing.scalers_composition.ScalersComposition method) (siml.preprocessing.scaling_converter.ScalingConverter method) (siml.preprocessing.siml_scalers.scale_functions.identity_scaler.IdentityScaler method) (siml.preprocessing.siml_scalers.scale_functions.interface_scaler.ISimlScaler method) (siml.preprocessing.siml_scalers.scale_functions.isoam_scaler.IsoAMScaler method) (siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler.MaxAbsScaler method) (siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler.SparseStandardScaler method) (siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler.UserDefinedScaler method) (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper method) inverse_transform_dict() (siml.preprocessing.scalers_composition.ScalersComposition method) inversed_smooth_leaky_relu() (in module siml.networks.activations) InversedLeakyReLU (class in siml.networks.activations) is_dict (siml.setting.CollectionVariableSetting property) is_encrypted (siml.path_like_objects.siml_files.checkpoint_file.SimlCheckpointFile property) (siml.path_like_objects.siml_files.interface.ISimlBaseFile property) (siml.path_like_objects.siml_files.numpy_file.SimlNumpyFile property) (siml.path_like_objects.siml_files.pickle_file.SimlPickleFile property) (siml.path_like_objects.siml_files.yaml_file.SimlYamlFile property)

is_erroneous() (siml.preprocessing.siml_scalers.scale_functions.identity_scaler.IdentityScaler method) (siml.preprocessing.siml_scalers.scale_functions.interface_scaler.ISimlScaler method) (siml.preprocessing.siml_scalers.scale_functions.isoam_scaler.IsoAMScaler method) (siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler.MaxAbsScaler method) (siml.preprocessing.siml_scalers.scale_functions.min_max_scaler.MinMaxScaler method) (siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler.SparseStandardScaler method) (siml.preprocessing.siml_scalers.scale_functions.standard_scaler.StandardScaler method) (siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler.UserDefinedScaler method) (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper method) is_first (siml.setting.BlockSetting attribute) is_full (siml.update_functions.pseudo_batch_update.Counter property) is_last (siml.setting.BlockSetting attribute) is_target_directory_type() (siml.services.path_rules.SimlPathRules method) is_trainable() (siml.networks.abstract_gcn.AbstractGCN static method) (siml.networks.activation.Activation static method) (siml.networks.array2diagmat.Array2Diagmat static method) (siml.networks.array2symmat.Array2Symmat static method) (siml.networks.boundary.Assignment static method) (siml.networks.boundary.Dirichlet static method) (siml.networks.boundary.Interaction static method) (siml.networks.boundary.NeumannDecoder static method) (siml.networks.boundary.NeumannEncoder static method) (siml.networks.boundary.NeumannIsoGCN static method) (siml.networks.concatenator.Concatenator static method) (siml.networks.deepsets.DeepSets static method) (siml.networks.einops.Rearrange static method) (siml.networks.einsum.EinSum static method) (siml.networks.group.Group static method) (siml.networks.id_mlp.IdMLP static method) (siml.networks.identity.Identity static method) (siml.networks.integration.Integration static method) (siml.networks.lstm.LSTM static method) (siml.networks.mlp.MLP static method) (siml.networks.nan_mlp.NaNMLP static method) (siml.networks.normalized_mlp.NormalizedMLP static method) (siml.networks.pinv_mlp.PInvMLP static method) (siml.networks.projection.Projection static method) (siml.networks.proportional.Proportional static method) (siml.networks.reducer.Reducer static method) (siml.networks.reshape.Accessor static method) (siml.networks.reshape.FeaturesToTimeSeries static method) (siml.networks.reshape.Reshape static method) (siml.networks.reshape.TimeSeriesToFeatures static method) (siml.networks.set_transformer.SetTransformerDecoder static method) (siml.networks.set_transformer.SetTransformerEncoder static method) (siml.networks.share.Share static method) (siml.networks.siml_module.SimlModule static method) (siml.networks.spmm.SpMM static method) (siml.networks.symmat2array.Symmat2Array static method) (siml.networks.tcn.EquivariantTCN static method) (siml.networks.tcn.TCN static method) (siml.networks.tensor_operations.Contraction static method) (siml.networks.tensor_operations.EquivariantMLP static method) (siml.networks.tensor_operations.TensorProduct static method) (siml.networks.threshold.Threshold static method) (siml.networks.time_norm.TimeNorm static method) (siml.networks.translator.Translator static method) (siml.networks.upper_limit.UpperLimit static method) ISAB (class in siml.networks.set_transformer) ISaveFunction (class in siml.preprocessing.converter) IScalingSaveFunction (class in siml.preprocessing.siml_scalers.scaler_result_save) ISimlArray (class in siml.siml_variables.array_variables.interface_wrapper) ISimlBaseFile (class in siml.path_like_objects.siml_files.interface) ISimlCheckpointFile (class in siml.path_like_objects.siml_files.interface) ISimlNumpyFile (class in siml.path_like_objects.siml_files.interface) ISimlPickleFile (class in siml.path_like_objects.siml_files.interface) ISimlScaler (class in siml.preprocessing.siml_scalers.scale_functions.interface_scaler) ISimlYamlFile (class in siml.path_like_objects.siml_files.interface) IsoAMScaler (class in siml.preprocessing.siml_scalers.scale_functions.isoam_scaler) IsoGCN (class in siml.networks.iso_gcn) IStepUpdateFunction (class in siml.update_functions.update_interface) Iter (class in siml.setting) iterator (siml.setting.TrainerSetting attribute)

K

kernel_sizes (siml.setting.BlockSetting attribute)

L

LatestModelSelector (class in siml.services.model_selector) lazy (siml.setting.TrainerSetting attribute) lazy_fit_all() (siml.preprocessing.scaling_converter.ScalingConverter method) lazy_partial_fit() (siml.preprocessing.scalers_composition.ScalersComposition method) (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper method) LazyDataset (class in siml.datasets) length (siml.setting.CollectionVariableSetting property) less_output (siml.setting.InfererSetting attribute) linears (siml.networks.boundary.NeumannEncoder property) (siml.networks.share.Share property) load() (siml.path_like_objects.siml_files.checkpoint_file.SimlCheckpointFile method) (siml.path_like_objects.siml_files.interface.ISimlCheckpointFile method) (siml.path_like_objects.siml_files.interface.ISimlNumpyFile method) (siml.path_like_objects.siml_files.interface.ISimlPickleFile method) (siml.path_like_objects.siml_files.interface.ISimlYamlFile method) (siml.path_like_objects.siml_files.numpy_file.SimlNumpyFile method) (siml.path_like_objects.siml_files.pickle_file.SimlPickleFile method) (siml.path_like_objects.siml_files.yaml_file.SimlYamlFile method) load_scalers() (siml.services.inference.inner_setting.InnerInfererSetting method) load_variable() (in module siml.util) load_yaml() (in module siml.util) load_yaml_file() (in module siml.util) log_dataset_file_path (siml.services.training.inner_settings.InnerTrainingSetting property) log_evaluation() (siml.services.training.events_assigners.ValidationEventsAssigner method) log_file_path (siml.services.training.inner_settings.InnerTrainingSetting property) log_training_loss() (siml.services.training.events_assigners.TrainerEventsAssigner method)

log_training_results() (siml.services.training.events_assigners.TrainerEventsAssigner method) log_trigger_epoch (siml.setting.TrainerSetting attribute) LoggingDictItem (class in siml.services.training.logging_items.logging_items) LoggingFloatItem (class in siml.services.training.logging_items.logging_items) LoggingIntItem (class in siml.services.training.logging_items.logging_items) LoggingStrItem (class in siml.services.training.logging_items.logging_items) LogRecordItems (class in siml.services.training.training_logger) loss (siml.services.inference.record_object.PostPredictionRecord attribute) loss_figure_path (siml.services.training.inner_settings.InnerTrainingSetting property) loss_function (siml.setting.TrainerSetting attribute) loss_names (siml.loss_operations.loss_assignment.DictLossAssignment property) (siml.loss_operations.loss_assignment.ILossAssignment property) (siml.loss_operations.loss_assignment.StrLossAssignment property) (siml.setting.BlockSetting property) loss_slice (siml.setting.TrainerSetting attribute) loss_weights (siml.setting.TrainerSetting attribute) LossAssignmentCreator (class in siml.loss_operations.loss_assignment) LossCalculator (class in siml.loss_operations.loss_calculator) LossCalculatorBuilder (class in siml.loss_operations.loss_calculator_builder) LossCalculatorNoAnswer (class in siml.loss_operations.loss_calculator_builder) LossDetailsMetrics (class in siml.services.training.metrics_builder) losses (siml.setting.BlockSetting attribute) LossFunctionSelector (class in siml.loss_operations.loss_selector) LossMetrics (class in siml.services.inference.metrics_builder) lr (siml.setting.OptimizerSetting attribute) LSTM (class in siml.networks.lstm)

M

MAB (class in siml.networks.set_transformer) main_setting (siml.services.inference.inner_setting.InnerInfererSetting attribute) (siml.services.training.inner_settings.InnerTrainingSetting attribute) MainSetting (class in siml.setting) make_reduce_matrix() (siml.networks.message_passing.MessagePassing method) mandatory (siml.setting.ConversionSetting attribute) mandatory_variables (siml.setting.ConversionSetting attribute) max_pool() (in module siml.networks.activations) max_process (siml.setting.ConversionSetting attribute) MaxAbsScaler (class in siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler) mean() (in module siml.networks.activations) merge_sparse_tensors() (in module siml.datasets) message() (siml.networks.pyg.gcnii_pytorch_geometric.GCN2Conv method) message_and_aggregate() (siml.networks.pyg.gcnii_pytorch_geometric.GCN2Conv method) MessagePassing (class in siml.networks.message_passing) MetricsBuilder (class in siml.services.inference.metrics_builder) min() (in module siml.networks.activations) min_func() (in module siml.networks.activations) MinMaxScaler (class in siml.preprocessing.siml_scalers.scale_functions.min_max_scaler) misc (siml.setting.MainSetting attribute) mish() (in module siml.networks.activations) MLP (class in siml.networks.mlp) mode (siml.setting.GroupSetting attribute) model (siml.setting.InfererSetting attribute) (siml.setting.MainSetting attribute) model_key (siml.setting.InfererSetting attribute) (siml.setting.TrainerSetting attribute) model_parallel (siml.services.environment.ModelEnvironmentSetting attribute) (siml.setting.TrainerSetting attribute) model_setting (siml.services.inference.inner_setting.InnerInfererSetting property) ModelBuilder (class in siml.services.model_builder) ModelEnvironmentSetting (class in siml.services.environment) ModelSelectorBuilder (class in siml.services.model_selector) ModelSetting (class in siml.setting) module siml siml.config siml.data_parallel siml.datasets siml.inferer siml.loss_operations siml.loss_operations.loss_assignment siml.loss_operations.loss_calculator siml.loss_operations.loss_calculator_builder siml.loss_operations.loss_selector siml.mains siml.networks siml.networks.abstract_equivariant_gnn siml.networks.abstract_gcn siml.networks.activation siml.networks.activations siml.networks.array2diagmat siml.networks.array2symmat siml.networks.boundary siml.networks.concatenator siml.networks.deepsets siml.networks.einops siml.networks.einsum siml.networks.gcn siml.networks.group siml.networks.id_mlp siml.networks.identity siml.networks.integration siml.networks.iso_gcn siml.networks.lstm siml.networks.message_passing siml.networks.mlp siml.networks.nan_mlp siml.networks.network siml.networks.normalized_mlp siml.networks.penn siml.networks.pinv_mlp siml.networks.projection siml.networks.proportional siml.networks.pyg siml.networks.pyg.abstract_pyg_gcn siml.networks.pyg.cluster_gcn siml.networks.pyg.gcnii siml.networks.pyg.gcnii_pytorch_geometric siml.networks.pyg.gin siml.networks.reducer siml.networks.reshape siml.networks.set_transformer siml.networks.share siml.networks.siml_module siml.networks.sparse siml.networks.spmm siml.networks.symmat2array siml.networks.tcn siml.networks.tensor_operations siml.networks.threshold siml.networks.time_norm siml.networks.translator siml.networks.upper_limit siml.optimize siml.path_like_objects siml.path_like_objects.siml_directory siml.path_like_objects.siml_file_builder siml.path_like_objects.siml_files siml.path_like_objects.siml_files.checkpoint_file siml.path_like_objects.siml_files.interface siml.path_like_objects.siml_files.numpy_file siml.path_like_objects.siml_files.pickle_file siml.path_like_objects.siml_files.yaml_file siml.prepost siml.preprocessing siml.preprocessing.converter siml.preprocessing.scalers_composition siml.preprocessing.scaling_converter siml.preprocessing.siml_scalers siml.preprocessing.siml_scalers.scale_functions siml.preprocessing.siml_scalers.scale_functions.identity_scaler siml.preprocessing.siml_scalers.scale_functions.interface_scaler siml.preprocessing.siml_scalers.scale_functions.isoam_scaler siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler siml.preprocessing.siml_scalers.scale_functions.min_max_scaler siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler siml.preprocessing.siml_scalers.scale_functions.standard_scaler siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler siml.preprocessing.siml_scalers.scaler_result_save siml.preprocessing.siml_scalers.scaler_wrapper siml.services siml.services.environment siml.services.inference siml.services.inference.core_inferer siml.services.inference.data_loader_builder siml.services.inference.engine_builder siml.services.inference.inner_setting siml.services.inference.metrics_builder siml.services.inference.postprocessing siml.services.inference.postprocessing.post_fem_data siml.services.inference.postprocessing.postprocessor siml.services.inference.postprocessing.save_processor siml.services.inference.record_object siml.services.model_builder siml.services.model_selector siml.services.path_rules siml.services.training siml.services.training.data_loader_builder siml.services.training.engine_builder siml.services.training.events_assigners siml.services.training.inner_settings siml.services.training.logging_items siml.services.training.logging_items.logging_items siml.services.training.metrics_builder siml.services.training.tensor_spliter siml.services.training.trainers_builder siml.services.training.training_logger siml.setting siml.siml_variables siml.siml_variables.array_variables siml.siml_variables.array_variables.interface_wrapper siml.siml_variables.array_variables.ndarray_wrapper siml.siml_variables.array_variables.sparce_array_wrapper siml.study siml.trainer siml.update_functions siml.update_functions.element_batch_update siml.update_functions.pseudo_batch_update siml.update_functions.standard_update siml.update_functions.update_interface siml.util siml.utils siml.utils.fem_data_utils siml.utils.progress_bar siml.utils.timer

mul() (in module siml.networks.sparse) MULTIPROCESS (siml.setting.Iter attribute) MULTITHREAD (siml.setting.Iter attribute)

N

n_epoch (siml.setting.TrainerSetting attribute) n_fold (siml.setting.StudySetting attribute) n_trial (siml.setting.OptunaSetting attribute) name (siml.setting.BlockSetting attribute) (siml.setting.GroupSetting attribute) (siml.setting.TrainerSetting attribute) (siml.setting.VariableSetting attribute) names (siml.setting.CollectionVariableSetting property) NaNMLP (class in siml.networks.nan_mlp) NdArrayWrapper (class in siml.siml_variables.array_variables.ndarray_wrapper) Network (class in siml.networks.network)

NeumannDecoder (class in siml.networks.boundary) NeumannEncoder (class in siml.networks.boundary) NeumannIsoGCN (class in siml.networks.boundary) no_grad (siml.setting.BlockSetting attribute) nodes (siml.setting.BlockSetting attribute) non_blocking (siml.setting.TrainerSetting attribute) normalize() (in module siml.networks.activations) normalize_adjacency_matrix() (in module siml.prepost) NormalizedMLP (class in siml.networks.normalized_mlp) NOT_YET (siml.study.Status attribute) num_workers (siml.setting.TrainerSetting attribute) numpy_file() (siml.path_like_objects.siml_file_builder.SimlFileBuilder static method)

O

Objective (class in siml.optimize) one() (in module siml.networks.activations) OnMemoryDataset (class in siml.datasets) operate() (siml.networks.group.Group method) optimizer (siml.setting.TrainerSetting attribute) optimizer_setting (siml.setting.TrainerSetting attribute) OptimizerSetting (class in siml.setting) optional (siml.setting.BlockSetting attribute) (siml.setting.ConversionSetting attribute) (siml.setting.GroupSetting attribute) optional_variables (siml.setting.ConversionSetting attribute) optuna (siml.setting.MainSetting attribute) optuna_trial (siml.setting.TrainerSetting attribute) OptunaSetting (class in siml.setting) original_shapes (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.services.inference.record_object.PredictionRecord attribute) (siml.services.inference.record_object.RawPredictionRecord attribute) output() (siml.services.training.training_logger.SimlTrainingConsoleLogger method) output_activation (siml.setting.BlockSetting attribute) output_base_directory (siml.setting.ConversionSetting attribute) (siml.setting.OptunaSetting attribute) output_dims (siml.setting.GroupSetting property) (siml.setting.TrainerSetting property)

output_directory (siml.preprocessing.converter.SingleDataConverter property) (siml.services.inference.record_object.PostPredictionRecord attribute) (siml.setting.InfererSetting attribute) (siml.setting.TrainerSetting attribute) output_directory_base (siml.setting.InfererSetting attribute) (siml.setting.TrainerSetting attribute) output_dropout (siml.setting.BlockSetting attribute) output_header() (siml.services.training.training_logger.SimlTrainingConsoleLogger method) output_is_dict (siml.setting.TrainerSetting property) output_key (siml.setting.BlockSetting attribute) output_length (siml.setting.GroupSetting property) (siml.setting.TrainerSetting property) output_names (siml.networks.group.Group property) (siml.setting.GroupSetting property) (siml.setting.TrainerSetting property) output_names_list (siml.setting.TrainerSetting property) output_skips (siml.setting.TrainerSetting property) output_stats (siml.setting.TrainerSetting attribute) output_stats() (siml.services.training.engine_builder.TrainerEngineBuilder method) outputs (siml.setting.GroupSetting attribute) (siml.setting.TrainerSetting attribute) overwrite (siml.setting.InfererSetting attribute) overwrite_restart_mode (siml.setting.TrainerSetting property)

P

pad (siml.setting.DataSetting attribute) pad_array() (in module siml.util) pad_sparse() (in module siml.datasets) partial_fit() (siml.preprocessing.siml_scalers.scale_functions.identity_scaler.IdentityScaler method) (siml.preprocessing.siml_scalers.scale_functions.interface_scaler.ISimlScaler method) (siml.preprocessing.siml_scalers.scale_functions.isoam_scaler.IsoAMScaler method) (siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler.MaxAbsScaler method) (siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler.SparseStandardScaler method) (siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler.UserDefinedScaler method) (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper method) password (siml.setting.DBSetting attribute) path (siml.path_like_objects.siml_directory.SimlDirectory property) patience (siml.setting.TrainerSetting attribute) PENN (class in siml.networks.penn) perform_inverse (siml.services.inference.inner_setting.InnerInfererSetting property) (siml.setting.InfererSetting attribute) perform_preprocess (siml.setting.InfererSetting attribute) perform_study() (siml.optimize.Study method) pickle_file() (siml.path_like_objects.siml_file_builder.SimlFileBuilder static method) PInvLinear (class in siml.networks.pinv_mlp) PInvMLP (class in siml.networks.pinv_mlp) plot_study() (siml.study.Study method)

plot_validation (siml.setting.StudySetting attribute) PMA (class in siml.networks.set_transformer) PostFEMDataConverter (class in siml.services.inference.postprocessing.post_fem_data) PostPredictionRecord (class in siml.services.inference.record_object) PostProcessor (class in siml.services.inference.postprocessing.postprocessor) PostResultsMetrics (class in siml.services.inference.metrics_builder) PredictionRecord (class in siml.services.inference.record_object) preprocess (siml.setting.MainSetting attribute) (siml.setting.PreprocessSetting attribute) preprocess_dict (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) PreprocessDataset (class in siml.datasets) preprocessed (siml.setting.DataSetting attribute) preprocessed_root (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) (siml.setting.DataSetting property) PreprocessInnerSettings (class in siml.preprocessing.scaling_converter) PREPROCESSORS_PKL_NAME (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) PreprocessSetting (class in siml.setting) pretrain_directory (siml.setting.TrainerSetting attribute) Projection (class in siml.networks.projection) Proportional (class in siml.networks.proportional) prune (siml.setting.TrainerSetting attribute) pseudo_batch_size (siml.setting.TrainerSetting attribute) PseudoBatchStep (class in siml.update_functions.pseudo_batch_update)

R

raw (siml.setting.DataSetting attribute) raw_loss (siml.services.inference.record_object.PostPredictionRecord attribute) raw_root (siml.setting.DataSetting property) RawConverter (class in siml.preprocessing.converter) RawLossMetrics (class in siml.services.inference.metrics_builder) RawPredictionRecord (class in siml.services.inference.record_object) read_dict_settings() (siml.setting.MainSetting class method) read_history() (siml.services.training.training_logger.SimlTrainingFileLogger method) read_offset_start_time() (siml.services.training.training_logger.SimlTrainingFileLogger method) read_pkl() (siml.preprocessing.scaling_converter.ScalingConverter class method) read_settings() (siml.preprocessing.converter.RawConverter class method) (siml.preprocessing.scaling_converter.ScalingConverter class method) read_settings_file() (siml.inferer.Inferer class method) read_settings_yaml() (siml.setting.ConversionSetting class method) (siml.setting.MainSetting class method) (siml.setting.PreprocessSetting class method) (siml.setting.TypedDataClass class method) read_simulation_type (siml.setting.InfererSetting attribute) Rearrange (class in siml.networks.einops) recursive (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) (siml.setting.TrainerSetting attribute) Reducer (class in siml.networks.reducer) reference_block_name (siml.setting.BlockSetting attribute) REGISTERED_KEY (siml.preprocessing.scalers_composition.ScalersComposition attribute) relative_develop_size_linspace (siml.setting.StudySetting attribute) repeat (siml.setting.GroupSetting attribute) replace_preprocessed (siml.setting.MainSetting attribute)

REQUIRED_FILE_NAMES (siml.preprocessing.scaling_converter.PreprocessInnerSettings attribute) required_file_names (siml.setting.ConversionSetting attribute) reset() (siml.networks.network.Network method) (siml.networks.siml_module.SimlModule method) (siml.services.inference.metrics_builder.LossMetrics method) (siml.services.inference.metrics_builder.PostResultsMetrics method) (siml.services.inference.metrics_builder.RawLossMetrics method) (siml.services.training.metrics_builder.LossDetailsMetrics method) (siml.utils.timer.SimlStopWatch method) reset_parameters() (siml.networks.pyg.gcnii_pytorch_geometric.GCN2Conv method) Reshape (class in siml.networks.reshape) reshape() (siml.siml_variables.array_variables.interface_wrapper.ISimlArray method) (siml.siml_variables.array_variables.ndarray_wrapper.NdArrayWrapper method) (siml.siml_variables.array_variables.sparce_array_wrapper.SparseArrayWrapper method) reshape_data_if_needed() (in module siml.utils.fem_data_utils) residual (siml.setting.BlockSetting attribute) restart_directory (siml.setting.TrainerSetting attribute) restore_restart_state_if_needed() (siml.services.training.trainers_builder.TrainersBuilder method) return_all_results (siml.setting.InfererSetting attribute) root_directory (siml.setting.StudySetting attribute) run() (siml.inferer.WholeInferProcessor method) (siml.preprocessing.converter.SingleDataConverter method) (siml.services.inference.core_inferer.CoreInferer method) (siml.services.inference.postprocessing.save_processor.SaveProcessor method) (siml.study.Study method) run_dict_data() (siml.inferer.WholeInferProcessor method) run_single() (siml.study.Study method) RUNNING (siml.study.Status attribute)

S

SAB (class in siml.networks.set_transformer) save (siml.setting.InfererSetting attribute) save() (siml.path_like_objects.siml_files.checkpoint_file.SimlCheckpointFile method) (siml.path_like_objects.siml_files.interface.ISimlCheckpointFile method) (siml.path_like_objects.siml_files.interface.ISimlPickleFile method) (siml.path_like_objects.siml_files.interface.ISimlYamlFile method) (siml.path_like_objects.siml_files.numpy_file.SimlNumpyFile method) (siml.path_like_objects.siml_files.pickle_file.SimlPickleFile method) (siml.path_like_objects.siml_files.yaml_file.SimlYamlFile method) (siml.preprocessing.scaling_converter.ScalingConverter method) save_dict_data() (in module siml.preprocessing.converter) save_femio (siml.setting.ConversionSetting attribute) save_figure() (siml.services.training.training_logger.SimlTrainingFileLogger method) save_model() (siml.services.training.training_logger.SimlTrainingFileLogger method) save_variable() (in module siml.util) SaveProcessor (class in siml.services.inference.postprocessing.save_processor) scale_loss (siml.setting.StudySetting attribute) ScalersComposition (class in siml.preprocessing.scalers_composition) ScalingConverter (class in siml.preprocessing.scaling_converter) scatter() (siml.data_parallel.DataParallel method) scatter_core() (in module siml.data_parallel) scatter_kwargs() (in module siml.data_parallel) score_function() (siml.services.training.events_assigners.ValidationEventsAssigner method) seed (siml.services.environment.ModelEnvironmentSetting attribute) (siml.setting.TrainerSetting attribute) select() (siml.services.training.trainers_builder.UpdateFunctionSelector method) select_model() (siml.services.model_selector.BestModelSelector static method) (siml.services.model_selector.DeployedModelSelector static method) (siml.services.model_selector.IModelSelector static method) (siml.services.model_selector.LatestModelSelector static method) (siml.services.model_selector.SpecifiedModelSelector static method) (siml.services.model_selector.TrainBestModelSelector static method) SERIAL (siml.setting.Iter attribute) servername (siml.setting.DBSetting attribute) set_seed() (siml.services.environment.ModelEnvironmentSetting method) setting (siml.setting.OptunaSetting attribute) SetTransformerDecoder (class in siml.networks.set_transformer) SetTransformerEncoder (class in siml.networks.set_transformer) shape (siml.setting.VariableSetting attribute) (siml.siml_variables.array_variables.interface_wrapper.ISimlArray property) (siml.siml_variables.array_variables.ndarray_wrapper.NdArrayWrapper property) (siml.siml_variables.array_variables.sparce_array_wrapper.SparseArrayWrapper property) Share (class in siml.networks.share) should_load_mandatory_variables (siml.setting.ConversionSetting property) siml module siml.config module siml.data_parallel module siml.datasets module siml.inferer module siml.loss_operations module siml.loss_operations.loss_assignment module siml.loss_operations.loss_calculator module siml.loss_operations.loss_calculator_builder module siml.loss_operations.loss_selector module siml.mains module siml.networks module siml.networks.abstract_equivariant_gnn module siml.networks.abstract_gcn module siml.networks.activation module siml.networks.activations module siml.networks.array2diagmat module siml.networks.array2symmat module siml.networks.boundary module siml.networks.concatenator module siml.networks.deepsets module siml.networks.einops module siml.networks.einsum module siml.networks.gcn module siml.networks.group module siml.networks.id_mlp module siml.networks.identity module siml.networks.integration module siml.networks.iso_gcn module siml.networks.lstm module siml.networks.message_passing module siml.networks.mlp module siml.networks.nan_mlp module siml.networks.network module siml.networks.normalized_mlp module siml.networks.penn module siml.networks.pinv_mlp module siml.networks.projection module siml.networks.proportional module siml.networks.pyg module siml.networks.pyg.abstract_pyg_gcn module siml.networks.pyg.cluster_gcn module siml.networks.pyg.gcnii module siml.networks.pyg.gcnii_pytorch_geometric module siml.networks.pyg.gin module siml.networks.reducer module siml.networks.reshape module siml.networks.set_transformer module siml.networks.share module siml.networks.siml_module module siml.networks.sparse module siml.networks.spmm module siml.networks.symmat2array module siml.networks.tcn module siml.networks.tensor_operations module siml.networks.threshold module siml.networks.time_norm module siml.networks.translator module siml.networks.upper_limit module siml.optimize module siml.path_like_objects module siml.path_like_objects.siml_directory module siml.path_like_objects.siml_file_builder module siml.path_like_objects.siml_files module siml.path_like_objects.siml_files.checkpoint_file module siml.path_like_objects.siml_files.interface module siml.path_like_objects.siml_files.numpy_file module siml.path_like_objects.siml_files.pickle_file module siml.path_like_objects.siml_files.yaml_file module

siml.prepost module siml.preprocessing module siml.preprocessing.converter module siml.preprocessing.scalers_composition module siml.preprocessing.scaling_converter module siml.preprocessing.siml_scalers module siml.preprocessing.siml_scalers.scale_functions module siml.preprocessing.siml_scalers.scale_functions.identity_scaler module siml.preprocessing.siml_scalers.scale_functions.interface_scaler module siml.preprocessing.siml_scalers.scale_functions.isoam_scaler module siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler module siml.preprocessing.siml_scalers.scale_functions.min_max_scaler module siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler module siml.preprocessing.siml_scalers.scale_functions.standard_scaler module siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler module siml.preprocessing.siml_scalers.scaler_result_save module siml.preprocessing.siml_scalers.scaler_wrapper module siml.services module siml.services.environment module siml.services.inference module siml.services.inference.core_inferer module siml.services.inference.data_loader_builder module siml.services.inference.engine_builder module siml.services.inference.inner_setting module siml.services.inference.metrics_builder module siml.services.inference.postprocessing module siml.services.inference.postprocessing.post_fem_data module siml.services.inference.postprocessing.postprocessor module siml.services.inference.postprocessing.save_processor module siml.services.inference.record_object module siml.services.model_builder module siml.services.model_selector module siml.services.path_rules module siml.services.training module siml.services.training.data_loader_builder module siml.services.training.engine_builder module siml.services.training.events_assigners module siml.services.training.inner_settings module siml.services.training.logging_items module siml.services.training.logging_items.logging_items module siml.services.training.metrics_builder module siml.services.training.tensor_spliter module siml.services.training.trainers_builder module siml.services.training.training_logger module siml.setting module siml.siml_variables module siml.siml_variables.array_variables module siml.siml_variables.array_variables.interface_wrapper module siml.siml_variables.array_variables.ndarray_wrapper module siml.siml_variables.array_variables.sparce_array_wrapper module siml.study module siml.trainer module siml.update_functions module siml.update_functions.element_batch_update module siml.update_functions.pseudo_batch_update module siml.update_functions.standard_update module siml.update_functions.update_interface module siml.util module siml.utils module siml.utils.fem_data_utils module siml.utils.progress_bar module siml.utils.timer module SimlCheckpointFile (class in siml.path_like_objects.siml_files.checkpoint_file) SimlDirectory (class in siml.path_like_objects.siml_directory) SimlFileBuilder (class in siml.path_like_objects.siml_file_builder) SimlModule (class in siml.networks.siml_module) SimlNumpyFile (class in siml.path_like_objects.siml_files.numpy_file) SimlPathRules (class in siml.services.path_rules) SimlPickleFile (class in siml.path_like_objects.siml_files.pickle_file) SimlProgressBar (class in siml.utils.progress_bar) SimlScalerWrapper (class in siml.preprocessing.siml_scalers.scaler_wrapper) SimlStopWatch (class in siml.utils.timer) SimlTrainingConsoleLogger (class in siml.services.training.training_logger) SimlTrainingFileLogger (class in siml.services.training.training_logger) SimlYamlFile (class in siml.path_like_objects.siml_files.yaml_file) simplified_model (siml.setting.TrainerSetting attribute) SimplifiedDataset (class in siml.datasets) SingleDataConverter (class in siml.preprocessing.converter) skip (siml.setting.VariableSetting attribute) skip_fem_data_creation (siml.setting.InfererSetting attribute) skip_fem_data_creation() (siml.services.inference.inner_setting.InnerInfererSetting method) skip_femio (siml.setting.ConversionSetting attribute) skip_save (siml.setting.ConversionSetting attribute) smooth_leaky_relu() (in module siml.networks.activations) snapshot_choise_method (siml.setting.TrainerSetting attribute) SparseArrayWrapper (class in siml.siml_variables.array_variables.sparce_array_wrapper) SparseStandardScaler (class in siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler) SpecifiedModelSelector (class in siml.services.model_selector) split() (in module siml.networks.activations) split_data() (in module siml.util) split_data_arrays() (in module siml.prepost) split_ratio (siml.setting.TrainerSetting attribute) SpMM (class in siml.networks.spmm) StandardScaler (class in siml.preprocessing.siml_scalers.scale_functions.standard_scaler) StandardUpdate (class in siml.update_functions.standard_update) start() (siml.utils.timer.SimlStopWatch method) state_dict_strict (siml.services.model_builder.ModelBuilder property) (siml.setting.TrainerSetting attribute) Status (class in siml.study) stop() (siml.utils.timer.SimlStopWatch method) stop_trigger_epoch (siml.setting.TrainerSetting attribute) StopTriggerEvents (class in siml.services.training.events_assigners) strip() (siml.setting.CollectionVariableSetting method) StrLossAssignment (class in siml.loss_operations.loss_assignment) Study (class in siml.optimize) (class in siml.study) study (siml.setting.MainSetting attribute) StudySetting (class in siml.setting) suffix (siml.setting.TrainerSetting attribute) sum_dim_if_needed() (siml.networks.group.Group static method) super_post_init (siml.setting.CollectionVariableSetting attribute) support_input (siml.setting.TrainerSetting attribute) support_input_index (siml.setting.BlockSetting attribute) support_input_indices (siml.setting.BlockSetting attribute) support_inputs (siml.setting.GroupSetting attribute) (siml.setting.TrainerSetting attribute) SUPPORTED_ACTIVATION_NAMES (siml.networks.boundary.NeumannDecoder attribute) switch_directory_type() (siml.services.path_rules.SimlPathRules method) Symmat2Array (class in siml.networks.symmat2array)

T

TCN (class in siml.networks.tcn) TensorProduct (class in siml.networks.tensor_operations) TensorSpliter (class in siml.services.training.tensor_spliter) test (siml.setting.DataSetting attribute) Threshold (class in siml.networks.threshold) time_series (siml.services.environment.ModelEnvironmentSetting attribute) (siml.setting.BlockSetting attribute) (siml.setting.CollectionVariableSetting property) (siml.setting.ConversionSetting attribute) (siml.setting.TrainerSetting attribute) (siml.setting.VariableSetting attribute) time_series_length (siml.setting.GroupSetting attribute) time_series_split (siml.setting.TrainerSetting attribute) time_series_split_evaluation (siml.setting.TrainerSetting attribute) time_slice (siml.setting.CollectionVariableSetting property) (siml.setting.VariableSetting attribute) TimeNorm (class in siml.networks.time_norm) TimeSeriesToFeatures (class in siml.networks.reshape) to() (siml.datasets.DataDict method) to_dict() (siml.setting.CollectionVariableSetting method) (siml.setting.TypedDataClass method) train (siml.setting.DataSetting attribute) train() (siml.trainer.Trainer method) train_data_shuffle (siml.setting.TrainerSetting attribute) TrainBestModelSelector (class in siml.services.model_selector) TrainDataDebugLogger (class in siml.services.training.training_logger) Trainer (class in siml.trainer) trainer (siml.setting.MainSetting attribute) trainer_setting (siml.services.inference.inner_setting.InnerInfererSetting property) (siml.services.training.inner_settings.InnerTrainingSetting property) TrainerEngineBuilder (class in siml.services.training.engine_builder) TrainerEventsAssigner (class in siml.services.training.events_assigners) TrainersBuilder (class in siml.services.training.trainers_builder) TrainerSetting (class in siml.setting) training (siml.data_parallel.DataParallel attribute) (siml.networks.abstract_equivariant_gnn.AbstractEquivariantGNN attribute) (siml.networks.abstract_gcn.AbstractGCN attribute) (siml.networks.activation.Activation attribute) (siml.networks.activations.ATanh attribute) (siml.networks.activations.DerivativeLeakyReLU attribute) (siml.networks.activations.InversedLeakyReLU attribute) (siml.networks.array2diagmat.Array2Diagmat attribute) (siml.networks.array2symmat.Array2Symmat attribute) (siml.networks.boundary.Assignment attribute) (siml.networks.boundary.Dirichlet attribute) (siml.networks.boundary.Interaction attribute) (siml.networks.boundary.NeumannDecoder attribute) (siml.networks.boundary.NeumannEncoder attribute) (siml.networks.boundary.NeumannIsoGCN attribute) (siml.networks.concatenator.Concatenator attribute) (siml.networks.deepsets.DeepSets attribute) (siml.networks.einops.Rearrange attribute) (siml.networks.einsum.EinSum attribute) (siml.networks.gcn.GCN attribute) (siml.networks.group.Group attribute) (siml.networks.id_mlp.IdMLP attribute) (siml.networks.identity.Identity attribute) (siml.networks.integration.Integration attribute) (siml.networks.iso_gcn.IsoGCN attribute) (siml.networks.lstm.LSTM attribute) (siml.networks.message_passing.MessagePassing attribute) (siml.networks.mlp.MLP attribute) (siml.networks.nan_mlp.NaNMLP attribute) (siml.networks.network.Network attribute) (siml.networks.normalized_mlp.NormalizedMLP attribute) (siml.networks.penn.PENN attribute) (siml.networks.pinv_mlp.PInvLinear attribute) (siml.networks.pinv_mlp.PInvMLP attribute) (siml.networks.projection.Projection attribute) (siml.networks.proportional.Proportional attribute) (siml.networks.pyg.abstract_pyg_gcn.AbstractPyGGCN attribute) (siml.networks.pyg.cluster_gcn.ClusterGCN attribute) (siml.networks.pyg.gcnii.GCNII attribute) (siml.networks.pyg.gin.GIN attribute) (siml.networks.reducer.Reducer attribute) (siml.networks.reshape.Accessor attribute) (siml.networks.reshape.FeaturesToTimeSeries attribute) (siml.networks.reshape.Reshape attribute) (siml.networks.reshape.TimeSeriesToFeatures attribute) (siml.networks.set_transformer.ISAB attribute) (siml.networks.set_transformer.MAB attribute) (siml.networks.set_transformer.PMA attribute) (siml.networks.set_transformer.SAB attribute) (siml.networks.set_transformer.SetTransformerDecoder attribute) (siml.networks.set_transformer.SetTransformerEncoder attribute) (siml.networks.share.Share attribute) (siml.networks.siml_module.SimlModule attribute) (siml.networks.spmm.SpMM attribute) (siml.networks.symmat2array.Symmat2Array attribute) (siml.networks.tcn.EquivariantTCN attribute) (siml.networks.tcn.TCN attribute) (siml.networks.tensor_operations.Contraction attribute) (siml.networks.tensor_operations.EquivariantMLP attribute) (siml.networks.tensor_operations.TensorProduct attribute) (siml.networks.threshold.Threshold attribute) (siml.networks.time_norm.TimeNorm attribute) (siml.networks.translator.Translator attribute) (siml.networks.upper_limit.UpperLimit attribute)

transform() (siml.preprocessing.scalers_composition.ScalersComposition method) (siml.preprocessing.siml_scalers.scale_functions.identity_scaler.IdentityScaler method) (siml.preprocessing.siml_scalers.scale_functions.interface_scaler.ISimlScaler method) (siml.preprocessing.siml_scalers.scale_functions.isoam_scaler.IsoAMScaler method) (siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler.MaxAbsScaler method) (siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler.SparseStandardScaler method) (siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler.UserDefinedScaler method) (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper method) transform_dict() (siml.preprocessing.scalers_composition.ScalersComposition method) transform_file() (siml.preprocessing.scalers_composition.ScalersComposition method) transform_interim() (siml.preprocessing.scaling_converter.ScalingConverter method) Translator (class in siml.networks.translator) type (siml.setting.BlockSetting attribute) (siml.setting.StudySetting attribute) TypedDataClass (class in siml.setting)

U

unit_error (siml.setting.StudySetting attribute) update() (siml.services.inference.metrics_builder.LossMetrics method) (siml.services.inference.metrics_builder.PostResultsMetrics method) (siml.services.inference.metrics_builder.RawLossMetrics method) (siml.services.training.metrics_builder.LossDetailsMetrics method) (siml.utils.progress_bar.SimlProgressBar method) update_fem_data() (siml.utils.fem_data_utils.FemDataWrapper method) update_output_directory() (siml.setting.TrainerSetting method) update_time_series() (siml.setting.TrainerSetting method) update_with_dict() (siml.setting.MainSetting method) UpdateFunctionSelector (class in siml.services.training.trainers_builder) UpperLimit (class in siml.networks.upper_limit) use_diagonal (siml.preprocessing.siml_scalers.scale_functions.identity_scaler.IdentityScaler property) (siml.preprocessing.siml_scalers.scale_functions.interface_scaler.ISimlScaler property) (siml.preprocessing.siml_scalers.scale_functions.isoam_scaler.IsoAMScaler property) (siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler.MaxAbsScaler property) (siml.preprocessing.siml_scalers.scale_functions.min_max_scaler.MinMaxScaler property) (siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler.SparseStandardScaler property) (siml.preprocessing.siml_scalers.scale_functions.standard_scaler.StandardScaler property) (siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler.UserDefinedScaler property) (siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper property) use_siml_updater (siml.setting.TrainerSetting attribute) use_sqlite (siml.setting.DBSetting attribute) UserDefinedScaler (class in siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler) username (siml.setting.DBSetting attribute) uses_support() (siml.networks.abstract_gcn.AbstractGCN static method) (siml.networks.activation.Activation static method) (siml.networks.array2diagmat.Array2Diagmat static method) (siml.networks.array2symmat.Array2Symmat static method) (siml.networks.boundary.Assignment static method) (siml.networks.boundary.Dirichlet static method) (siml.networks.boundary.Interaction static method) (siml.networks.boundary.NeumannDecoder static method) (siml.networks.boundary.NeumannEncoder static method) (siml.networks.boundary.NeumannIsoGCN static method) (siml.networks.concatenator.Concatenator static method) (siml.networks.deepsets.DeepSets static method) (siml.networks.einops.Rearrange static method) (siml.networks.einsum.EinSum static method) (siml.networks.group.Group static method) (siml.networks.id_mlp.IdMLP static method) (siml.networks.identity.Identity static method) (siml.networks.integration.Integration static method) (siml.networks.lstm.LSTM static method) (siml.networks.mlp.MLP static method) (siml.networks.nan_mlp.NaNMLP static method) (siml.networks.normalized_mlp.NormalizedMLP static method) (siml.networks.pinv_mlp.PInvMLP static method) (siml.networks.projection.Projection static method) (siml.networks.proportional.Proportional static method) (siml.networks.reducer.Reducer static method) (siml.networks.reshape.Accessor static method) (siml.networks.reshape.FeaturesToTimeSeries static method) (siml.networks.reshape.Reshape static method) (siml.networks.reshape.TimeSeriesToFeatures static method) (siml.networks.set_transformer.SetTransformerDecoder static method) (siml.networks.set_transformer.SetTransformerEncoder static method) (siml.networks.share.Share static method) (siml.networks.siml_module.SimlModule static method) (siml.networks.spmm.SpMM static method) (siml.networks.symmat2array.Symmat2Array static method) (siml.networks.tcn.EquivariantTCN static method) (siml.networks.tcn.TCN static method) (siml.networks.tensor_operations.Contraction static method) (siml.networks.tensor_operations.EquivariantMLP static method) (siml.networks.tensor_operations.TensorProduct static method) (siml.networks.threshold.Threshold static method) (siml.networks.time_norm.TimeNorm static method) (siml.networks.translator.Translator static method) (siml.networks.upper_limit.UpperLimit static method)

V

validate() (siml.networks.boundary.NeumannDecoder method) (siml.setting.TypedDataClass method) validation (siml.setting.DataSetting attribute) validation_batch_size (siml.setting.TrainerSetting attribute) validation_directories (siml.setting.TrainerSetting attribute) validation_element_batch_size (siml.setting.TrainerSetting attribute)

ValidationEventsAssigner (class in siml.services.training.events_assigners) value (siml.update_functions.pseudo_batch_update.Counter property) variable_information (siml.setting.TrainerSetting property) VariableMask (class in siml.util) variables (siml.setting.CollectionVariableSetting attribute) VariableSetting (class in siml.setting) vars (siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler.SparseStandardScaler property)

W

watch() (siml.utils.timer.SimlStopWatch method) weight (siml.networks.pinv_mlp.PInvLinear property) weight_decay (siml.setting.OptimizerSetting attribute) weight_norm (siml.setting.BlockSetting attribute) weights (siml.networks.boundary.NeumannEncoder property) WholeInferProcessor (class in siml.inferer) write() (siml.services.training.training_logger.SimlTrainingFileLogger method) (siml.services.training.training_logger.TrainDataDebugLogger method)

write_epoch() (siml.services.training.training_logger.TrainDataDebugLogger method) write_header_if_needed() (siml.services.training.training_logger.SimlTrainingFileLogger method) write_npy (siml.setting.InfererSetting attribute) write_simulation (siml.setting.InfererSetting attribute) write_simulation_base (siml.setting.InfererSetting attribute) write_simulation_stem (siml.setting.InfererSetting attribute) write_simulation_type (siml.setting.InfererSetting attribute) write_yaml (siml.setting.InfererSetting attribute) write_yaml() (in module siml.setting)

X

x (siml.services.inference.record_object.RawPredictionRecord attribute)

x_from_zero (siml.setting.StudySetting attribute) x_logscale (siml.setting.StudySetting attribute)

Y

y (siml.services.inference.record_object.RawPredictionRecord attribute) y_from_zero (siml.setting.StudySetting attribute)

y_logscale (siml.setting.StudySetting attribute) y_pred (siml.services.inference.record_object.RawPredictionRecord attribute) yaml_file() (siml.path_like_objects.siml_file_builder.SimlFileBuilder static method)