Index

_

__call__() (nos.metrics.Metric method) (nos.metrics.metric.Metric method)

A

AverageMetric (class in nos.trainers.average_metric)

B

Benchmark (class in nos.benchmarks) (class in nos.benchmarks.benchmark)

D

dataclass_to_dict() (in module nos.utils) (in module nos.utils.nested_dataclass_to_dict)

E

eval() (nos.trainers.Trainer method) (nos.trainers.trainer.Trainer method)

F

forward() (nos.networks.ResBlock method) (nos.networks.residual.ResBlock method) (nos.networks.residual.ResNet method) (nos.networks.ResNet method) (nos.physics.helmholtz_residual.HelmholtzDomainMSE method) (nos.physics.helmholtz_residual.HelmholtzDomainResidual method) (nos.physics.HelmholtzDomainMSE method) (nos.physics.HelmholtzDomainResidual method) (nos.physics.Laplace method) (nos.physics.laplace.Laplace method) (nos.physics.weight_scheduler_lin.WeightSchedulerLinear method) (nos.physics.WeightSchedulerLinear method) (nos.preprocessing.low_pass_filter.LowPassFilter1D method) (nos.preprocessing.LowPassFilter1D method) (nos.transforms.min_max_scale.MinMaxScale method) (nos.transforms.MinMaxScale method) (nos.transforms.quantile_scaler.QuantileScaler method) (nos.transforms.QuantileScaler method)

G

get_array() (in module nos.data.xdmf_to_torch) get_min_max_transform() (in module nos.data.transmission_loss) get_n_unique() (in module nos.data.transmission_loss) get_normalize_transform() (in module nos.data.transmission_loss)

get_tl_compact() (in module nos.data.transmission_loss) get_tl_frame() (in module nos.data.transmission_loss) get_tl_from_path() (in module nos.data.transmission_loss) get_unique_crystals() (in module nos.data.transmission_loss)

H

HelmholtzDomainMSE (class in nos.physics) (class in nos.physics.helmholtz_residual)

HelmholtzDomainResidual (class in nos.physics) (class in nos.physics.helmholtz_residual)

L

L1Error (class in nos.metrics) (class in nos.metrics.error_metrics) Laplace (class in nos.physics) (class in nos.physics.laplace)

Loss (class in nos.metrics.error_metrics) LowPassFilter1D (class in nos.preprocessing) (class in nos.preprocessing.low_pass_filter)

M

Metric (class in nos.metrics) (class in nos.metrics.metric) metrics (nos.benchmarks.Benchmark attribute) (nos.benchmarks.benchmark.Benchmark attribute) MinMaxScale (class in nos.transforms) (class in nos.transforms.min_max_scale) module nos nos.benchmarks nos.benchmarks.benchmark nos.data nos.data.transmission_loss nos.data.xdmf_to_torch nos.metrics nos.metrics.error_metrics nos.metrics.metric nos.metrics.operator_metrics nos.networks nos.networks.residual nos.operators nos.physics nos.physics.helmholtz_residual nos.physics.laplace nos.physics.weight_scheduler_lin nos.preprocessing nos.preprocessing.low_pass_filter nos.trainers nos.trainers.average_metric nos.trainers.trainer nos.trainers.util nos.transforms nos.transforms.min_max_scale nos.transforms.quantile_scaler nos.utils nos.utils.nested_dataclass_to_dict nos.utils.unique_id

MSError (class in nos.metrics) (class in nos.metrics.error_metrics)

N

nos module nos.benchmarks module nos.benchmarks.benchmark module nos.data module nos.data.transmission_loss module nos.data.xdmf_to_torch module nos.metrics module nos.metrics.error_metrics module nos.metrics.metric module nos.metrics.operator_metrics module nos.networks module nos.networks.residual module nos.operators module nos.physics module nos.physics.helmholtz_residual module

nos.physics.laplace module nos.physics.weight_scheduler_lin module nos.preprocessing module nos.preprocessing.low_pass_filter module nos.trainers module nos.trainers.average_metric module nos.trainers.trainer module nos.trainers.util module nos.transforms module nos.transforms.min_max_scale module nos.transforms.quantile_scaler module nos.utils module nos.utils.nested_dataclass_to_dict module nos.utils.unique_id module NumberOfParameters (class in nos.metrics) (class in nos.metrics.operator_metrics)

Q

QuantileScaler (class in nos.transforms) (class in nos.transforms.quantile_scaler)

R

ResBlock (class in nos.networks) (class in nos.networks.residual)

reset() (nos.trainers.average_metric.AverageMetric method) ResNet (class in nos.networks) (class in nos.networks.residual)

S

save_checkpoint() (in module nos.trainers.util)

SpeedOfEvaluation (class in nos.metrics) (class in nos.metrics.operator_metrics)

T

test_set (nos.benchmarks.Benchmark attribute) (nos.benchmarks.benchmark.Benchmark attribute) TLDataset (class in nos.data) (class in nos.data.transmission_loss) TLDatasetCompact (class in nos.data) (class in nos.data.transmission_loss)

to_dict() (nos.trainers.average_metric.AverageMetric method) train() (nos.trainers.Trainer method) (nos.trainers.trainer.Trainer method) train_set (nos.benchmarks.Benchmark attribute) (nos.benchmarks.benchmark.Benchmark attribute) Trainer (class in nos.trainers) (class in nos.trainers.trainer)

U

undo() (nos.transforms.min_max_scale.MinMaxScale method) (nos.transforms.MinMaxScale method) (nos.transforms.quantile_scaler.QuantileScaler method) (nos.transforms.QuantileScaler method)

UniqueId (class in nos.utils) (class in nos.utils.unique_id) update() (nos.trainers.average_metric.AverageMetric method)

W

WeightSchedulerLinear (class in nos.physics) (class in nos.physics.weight_scheduler_lin)

X

xdmf_to_torch() (in module nos.data.xdmf_to_torch)