Index

B

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

D

destinations (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute)

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

F

fields (phlower.settings.PhlowerModelSetting attribute) fit_transform_all() (phlower.services.preprocessing.PhlowerScalingService method) forward() (phlower.nn.GCN method) (phlower.nn.MLP method)

from_list() (phlower.PhlowerDimensionTensor class method) from_setting() (phlower.nn.GCN class method) (phlower.nn.MLP class method)

G

GCN (class in phlower.nn) get_nn_name() (phlower.nn.GCN class method) (phlower.nn.MLP class method)

GroupModuleSetting (class in phlower.settings)

I

input_keys (phlower.settings.ModuleSetting attribute) inputs (phlower.settings.GroupModuleSetting attribute) (phlower.settings.PhlowerModelSetting attribute)

is_dimensionless (phlower.PhlowerDimensionTensor property)

L

labels (phlower.settings.PhlowerModelSetting 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_computed_fields (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) (phlower.settings.PhlowerModelSetting attribute) (phlower.settings.PhlowerScalingSetting attribute) (phlower.settings.PhlowerSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) (phlower.settings.ScalerInputParameters attribute) model_config (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) (phlower.settings.PhlowerModelSetting attribute) (phlower.settings.PhlowerScalingSetting attribute) (phlower.settings.PhlowerSetting attribute) (phlower.settings.PhlowerTrainerSetting attribute) (phlower.settings.ScalerInputParameters attribute)

model_fields (phlower.settings.GroupModuleSetting attribute) (phlower.settings.ModuleSetting attribute) (phlower.settings.PhlowerModelSetting 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)

O

optimizer_setting (phlower.settings.PhlowerTrainerSetting attribute)

output_key (phlower.settings.ModuleSetting 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) prediction (phlower.settings.PhlowerSetting attribute)

R

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

rank() (phlower.PhlowerTensor method) read_yaml() (phlower.settings.PhlowerSetting class method) resolve() (phlower.settings.PhlowerModelSetting 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_setting (phlower.settings.PhlowerTrainerSetting attribute) selection_mode (phlower.settings.PhlowerPredictorSetting attribute)

T

to_vertexwise() (phlower.PhlowerTensor method)

training (phlower.settings.PhlowerSetting attribute) transform_interim_all() (phlower.services.preprocessing.PhlowerScalingService method)

V

variable_dimensions (phlower.settings.PhlowerModelSetting attribute)