Index

A

Accessor (class in phlower.nn)

as_pattern() (phlower.PhlowerTensor method)

B

backward() (phlower.PhlowerTensor method)

batch_size (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute)

C

clone() (phlower.PhlowerTensor method) coalesce() (phlower.PhlowerTensor method)

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) detach() (phlower.PhlowerTensor method)

device (phlower.PhlowerTensor property) (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) dimension (phlower.PhlowerTensor property) Dirichlet (class in phlower.nn) draw_model() (phlower.services.trainer.PhlowerTrainer method) dtype (phlower.PhlowerTensor property)

E

Einsum (class in phlower.nn) EnEquivariantMLP (class in phlower.nn)

EnEquivariantTCN (class in phlower.nn) 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.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_list() (phlower.PhlowerDimensionTensor class 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.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.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)

has_dimension (phlower.PhlowerTensor property)

I

Identity (class in phlower.nn) indices() (phlower.PhlowerTensor method) 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_dimensionless (phlower.PhlowerDimensionTensor property) is_sparse (phlower.PhlowerTensor property) is_steady_problem (phlower.settings.GroupModuleSetting attribute) is_time_series (phlower.PhlowerTensor property) is_voxel (phlower.PhlowerTensor property) IsoGCN (class in phlower.nn)

L

labels (phlower.settings.PhlowerModelSetting attribute) lazy_fit_all() (phlower.services.preprocessing.PhlowerScalingService method) 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) ModuleSetting (class in phlower.settings)

N

n_epoch (phlower.settings.PhlowerTrainerSetting attribute) n_vertices() (phlower.PhlowerTensor method) name (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) network (phlower.settings.PhlowerModelSetting attribute) nn_parameters (phlower.settings.ModuleSetting attribute)

nn_type (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) no_grad (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) num_workers (phlower.settings.PhlowerPredictorSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) numel() (phlower.PhlowerTensor method)

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

PhlowerDimensionTensor (class in phlower) 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) PhlowerTensor (class in phlower) PhlowerTrainer (class in phlower.services.trainer) PhlowerTrainerSetting (class in phlower.settings) 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) rank() (phlower.PhlowerTensor method) read_yaml() (phlower.settings.PhlowerSetting class method) Rearrange (class in phlower.nn)

rearrange() (phlower.PhlowerTensor method) Reducer (class in phlower.nn) reshape() (phlower.PhlowerTensor method) 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) shape (phlower.PhlowerTensor property)

shape_pattern (phlower.PhlowerTensor property) Share (class in phlower.nn) SimilarityEquivariantMLP (class in phlower.nn) size() (phlower.PhlowerTensor method) slice_time() (phlower.PhlowerTensor method) 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) TimeSeriesToFeatures (class in phlower.nn) to() (phlower.PhlowerDimensionTensor method) (phlower.PhlowerTensor method)

to_dict() (phlower.PhlowerDimensionTensor method) to_numpy() (phlower.PhlowerTensor method) to_physics_dimension() (phlower.PhlowerDimensionTensor method) to_tensor() (phlower.PhlowerTensor method) to_vertexwise() (phlower.PhlowerTensor method) training (phlower.settings.PhlowerSetting attribute) transpose() (phlower.PhlowerTensor method)

V

values() (phlower.PhlowerTensor method)

version (phlower.settings.PhlowerSetting attribute)