nos package

Subpackages

• nos.benchmarks package
  • Submodules
  • nos.benchmarks.benchmark module
    • Benchmark
      • Benchmark.metrics
      • Benchmark.test_set
      • Benchmark.train_set
  • Module contents
    • Benchmark
      • Benchmark.metrics
      • Benchmark.test_set
      • Benchmark.train_set
• nos.data package
  • Submodules
  • nos.data.transmission_loss module
    • TLDataset
    • TLDatasetCompact
    • get_min_max_transform()
    • get_n_unique()
    • get_normalize_transform()
    • get_tl_compact()
    • get_tl_frame()
    • get_tl_from_path()
    • get_unique_crystals()
  • nos.data.xdmf_to_torch module
    • get_array()
    • xdmf_to_torch()
  • Module contents
    • TLDataset
    • TLDatasetCompact
• nos.metrics package
  • Submodules
  • nos.metrics.error_metrics module
    • L1Error
    • Loss
    • MSError
  • nos.metrics.metric module
    • Metric
      • Metric.__call__()
  • nos.metrics.operator_metrics module
    • NumberOfParameters
    • SpeedOfEvaluation
  • Module contents
    • L1Error
    • MSError
    • Metric
      • Metric.__call__()
    • NumberOfParameters
    • SpeedOfEvaluation
• nos.networks package
  • Submodules
  • nos.networks.residual module
    • ResBlock
      • ResBlock.forward()
    • ResNet
      • ResNet.forward()
  • Module contents
    • ResBlock
      • ResBlock.forward()
    • ResNet
      • ResNet.forward()
• nos.operators package
  • Module contents
• nos.physics package
  • Submodules
  • nos.physics.helmholtz_residual module
    • HelmholtzDomainMSE
      • HelmholtzDomainMSE.forward()
    • HelmholtzDomainResidual
      • HelmholtzDomainResidual.forward()
  • nos.physics.laplace module
    • Laplace
      • Laplace.forward()
  • nos.physics.weight_scheduler_lin module
    • WeightSchedulerLinear
      • WeightSchedulerLinear.forward()
  • Module contents
    • HelmholtzDomainMSE
      • HelmholtzDomainMSE.forward()
    • HelmholtzDomainResidual
      • HelmholtzDomainResidual.forward()
    • Laplace
      • Laplace.forward()
    • WeightSchedulerLinear
      • WeightSchedulerLinear.forward()
• nos.preprocessing package
  • Submodules
  • nos.preprocessing.low_pass_filter module
    • LowPassFilter1D
      • LowPassFilter1D.forward()
  • Module contents
    • LowPassFilter1D
      • LowPassFilter1D.forward()
• nos.trainers package
  • Submodules
  • nos.trainers.average_metric module
    • AverageMetric
      • AverageMetric.reset()
      • AverageMetric.to_dict()
      • AverageMetric.update()
  • nos.trainers.trainer module
    • Trainer
      • Trainer.eval()
      • Trainer.train()
  • nos.trainers.util module
    • save_checkpoint()
  • Module contents
    • Trainer
      • Trainer.eval()
      • Trainer.train()
• nos.transforms package
  • Submodules
  • nos.transforms.min_max_scale module
    • MinMaxScale
      • MinMaxScale.forward()
      • MinMaxScale.undo()
  • nos.transforms.quantile_scaler module
    • QuantileScaler
      • QuantileScaler.forward()
      • QuantileScaler.undo()
  • Module contents
    • MinMaxScale
      • MinMaxScale.forward()
      • MinMaxScale.undo()
    • QuantileScaler
      • QuantileScaler.forward()
      • QuantileScaler.undo()
• nos.utils package
  • Submodules
  • nos.utils.nested_dataclass_to_dict module
    • dataclass_to_dict()
  • nos.utils.unique_id module
    • UniqueId
  • Module contents
    • UniqueId
    • dataclass_to_dict()

Module contents