Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V A Accessor (class in phlower.nn) attach_handler() (phlower.services.trainer.PhlowerTrainer method) B batch_size (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) C coeff (phlower.settings.ModuleSetting attribute) Concatenator (class in phlower.nn) Contraction (class in phlower.nn) D data (phlower.settings.PhlowerSetting attribute) debug_parameters (phlower.settings.ModuleSetting attribute) DeepSets (class in phlower.nn) destinations (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) device (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) Dirichlet (class in phlower.nn) draw_model() (phlower.services.trainer.PhlowerTrainer method) E Einsum (class in phlower.nn) EnEquivariantMLP (class in phlower.nn) EnEquivariantTCN (class in phlower.nn) evaluate_context_manager (phlower.settings.PhlowerTrainerSetting attribute) evaluation_for_training (phlower.settings.PhlowerTrainerSetting attribute) F fields (phlower.settings.PhlowerModelSetting attribute) fit_transform_all() (phlower.services.preprocessing.PhlowerScalingService method) forward() (phlower.nn.Accessor method) (phlower.nn.Concatenator method) (phlower.nn.Contraction method) (phlower.nn.DeepSets method) (phlower.nn.Dirichlet method) (phlower.nn.Einsum method) (phlower.nn.EnEquivariantMLP method) (phlower.nn.EnEquivariantTCN method) (phlower.nn.GCN method) (phlower.nn.Identity method) (phlower.nn.IsoGCN method) (phlower.nn.LayerNorm method) (phlower.nn.MLP method) (phlower.nn.PInvMLP method) (phlower.nn.Proportional method) (phlower.nn.Rearrange method) (phlower.nn.Reducer method) (phlower.nn.Share method) (phlower.nn.SimilarityEquivariantMLP method) (phlower.nn.SPMM method) (phlower.nn.TCN method) (phlower.nn.TimeSeriesToFeatures method) from_pathes() (phlower.services.predictor.PhlowerPredictor class method) from_setting() (phlower.nn.Accessor class method) (phlower.nn.Concatenator class method) (phlower.nn.Contraction class method) (phlower.nn.DeepSets class method) (phlower.nn.Dirichlet class method) (phlower.nn.Einsum class method) (phlower.nn.EnEquivariantMLP class method) (phlower.nn.EnEquivariantTCN class method) (phlower.nn.GCN class method) (phlower.nn.Identity class method) (phlower.nn.IsoGCN class method) (phlower.nn.LayerNorm class method) (phlower.nn.MLP class method) (phlower.nn.Proportional class method) (phlower.nn.Rearrange class method) (phlower.nn.Reducer class method) (phlower.nn.SimilarityEquivariantMLP class method) (phlower.nn.SPMM class method) (phlower.nn.TCN class method) (phlower.nn.TimeSeriesToFeatures class method) (phlower.services.preprocessing.PhlowerScalingService class method) (phlower.services.trainer.PhlowerTrainer class method) from_yaml() (phlower.services.preprocessing.PhlowerScalingService class method) G GCN (class in phlower.nn) get_n_handlers() (phlower.services.trainer.PhlowerTrainer method) get_nn_name() (phlower.nn.Accessor class method) (phlower.nn.Concatenator class method) (phlower.nn.Contraction class method) (phlower.nn.DeepSets class method) (phlower.nn.Dirichlet class method) (phlower.nn.Einsum class method) (phlower.nn.EnEquivariantMLP class method) (phlower.nn.EnEquivariantTCN class method) (phlower.nn.GCN class method) (phlower.nn.Identity class method) (phlower.nn.IsoGCN class method) (phlower.nn.LayerNorm class method) (phlower.nn.MLP class method) (phlower.nn.Proportional class method) (phlower.nn.Rearrange class method) (phlower.nn.Reducer class method) (phlower.nn.SimilarityEquivariantMLP class method) (phlower.nn.SPMM class method) (phlower.nn.TCN class method) (phlower.nn.TimeSeriesToFeatures class method) get_registered_trainer_setting() (phlower.services.trainer.PhlowerTrainer method) GroupModuleSetting (class in phlower.settings) H handler_settings (phlower.settings.PhlowerTrainerSetting attribute) I Identity (class in phlower.nn) initializer_setting (phlower.settings.PhlowerTrainerSetting attribute) input_keys (phlower.settings.ModuleSetting attribute) inputs (phlower.settings.GroupModuleSetting attribute) (phlower.settings.PhlowerModelSetting attribute) inverse_transform() (phlower.services.preprocessing.PhlowerScalingService method) is_steady_problem (phlower.settings.GroupModuleSetting attribute) IsoGCN (class in phlower.nn) L labels (phlower.settings.PhlowerModelSetting attribute) LayerNorm (class in phlower.nn) lazy_fit_all() (phlower.services.preprocessing.PhlowerScalingService method) lazy_load (phlower.settings.PhlowerTrainerSetting attribute) load_pretrained() (phlower.services.trainer.PhlowerTrainer method) log_every_n_epoch (phlower.settings.PhlowerTrainerSetting attribute) log_file_name (phlower.settings.PhlowerPredictorSetting attribute) loss_setting (phlower.settings.PhlowerTrainerSetting attribute) M MLP (class in phlower.nn) model (phlower.settings.PhlowerSetting attribute) model_config (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) (phlower.settings.PhlowerModelSetting attribute) (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerScalingSetting attribute) (phlower.settings.PhlowerSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) (phlower.settings.ScalerInputParameters attribute) modules (phlower.settings.GroupModuleSetting attribute) modules_same_as (phlower.settings.GroupModuleSetting attribute) ModuleSetting (class in phlower.settings) N n_epoch (phlower.settings.PhlowerTrainerSetting attribute) name (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) network (phlower.settings.PhlowerModelSetting attribute) nn_parameters (phlower.settings.ModuleSetting attribute) nn_parameters_same_as (phlower.settings.ModuleSetting attribute) nn_type (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) no_grad (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) non_blocking (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) num_workers (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) O optimizer_setting (phlower.settings.PhlowerTrainerSetting attribute) output_key (phlower.settings.ModuleSetting attribute) output_to_scaler_name (phlower.settings.PhlowerPredictorSetting attribute) outputs (phlower.settings.GroupModuleSetting attribute) P parallel_setting (phlower.settings.PhlowerTrainerSetting attribute) PhlowerModelSetting (class in phlower.settings) PhlowerPredictor (class in phlower.services.predictor) PhlowerPredictorSetting (class in phlower.settings) PhlowerScalingService (class in phlower.services.preprocessing) PhlowerScalingSetting (class in phlower.settings) PhlowerSetting (class in phlower.settings) PhlowerTrainer (class in phlower.services.trainer) PhlowerTrainerSetting (class in phlower.settings) pin_memory (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) PInvMLP (class in phlower.nn) prediction (phlower.settings.PhlowerSetting attribute) Proportional (class in phlower.nn) R random_seed (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) read_dictionary() (phlower.settings.PhlowerSetting class method) read_yaml() (phlower.settings.PhlowerSetting class method) Rearrange (class in phlower.nn) Reducer (class in phlower.nn) resolve() (phlower.settings.PhlowerModelSetting method) restart_from() (phlower.services.trainer.PhlowerTrainer class method) S save() (phlower.services.preprocessing.PhlowerScalingService method) saved_setting_filename (phlower.settings.PhlowerPredictorSetting attribute) ScalerInputParameters (class in phlower.settings) ScalerResolvedParameter (class in phlower.settings) scaling (phlower.settings.PhlowerSetting attribute) scheduler_settings (phlower.settings.PhlowerTrainerSetting attribute) selection_mode (phlower.settings.PhlowerPredictorSetting attribute) Share (class in phlower.nn) SimilarityEquivariantMLP (class in phlower.nn) solver_parameters (phlower.settings.GroupModuleSetting attribute) solver_type (phlower.settings.GroupModuleSetting attribute) SPMM (class in phlower.nn) T target_epoch (phlower.settings.PhlowerPredictorSetting attribute) TCN (class in phlower.nn) time_series_length (phlower.settings.GroupModuleSetting attribute) time_series_sliding (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) TimeSeriesToFeatures (class in phlower.nn) train_ddp() (phlower.services.trainer.PhlowerTrainer method) train_fsdp() (phlower.services.trainer.PhlowerTrainer method) training (phlower.settings.PhlowerSetting attribute) U use_inference_mode (phlower.settings.PhlowerPredictorSetting attribute) V version (phlower.settings.PhlowerSetting attribute)