torch_bsf

• torch_bsf package
  • Submodules
  • torch_bsf.active_learning module
    • suggest_next_points()
  • torch_bsf.bezier_simplex module
    • BezierSimplex
      • BezierSimplex.configure_optimizers()
      • BezierSimplex.degree
      • BezierSimplex.forward()
      • BezierSimplex.freeze_row()
      • BezierSimplex.meshgrid()
      • BezierSimplex.n_params
      • BezierSimplex.n_values
      • BezierSimplex.on_after_backward()
      • BezierSimplex.smoothness_penalty()
      • BezierSimplex.test_step()
      • BezierSimplex.training_step()
      • BezierSimplex.validation_step()
    • BezierSimplexDataModule
      • BezierSimplexDataModule.fit_transform()
      • BezierSimplexDataModule.inverse_transform()
      • BezierSimplexDataModule.load_data()
      • BezierSimplexDataModule.load_params()
      • BezierSimplexDataModule.load_values()
      • BezierSimplexDataModule.setup()
      • BezierSimplexDataModule.test_dataloader()
      • BezierSimplexDataModule.train_dataloader()
      • BezierSimplexDataModule.val_dataloader()
    • fit()
    • fit_kfold()
    • load()
    • monomial()
    • polynom()
    • rand()
    • randn()
    • save()
    • validate_control_points()
    • zeros()
  • torch_bsf.control_points module
    • ControlPoints
      • ControlPoints.matrix
      • ControlPoints.degree
      • ControlPoints.n_params
      • ControlPoints.n_values
      • ControlPoints.extra_repr()
      • ControlPoints.indices()
      • ControlPoints.items()
      • ControlPoints.keys()
    • ControlPointsData
    • Index
    • Value
    • simplex_indices()
    • to_parameterdict()
    • to_parameterdict_key()
    • to_parameterdict_value()
  • torch_bsf.plotting module
    • plot_bezier_simplex()
  • torch_bsf.preprocessing module
    • MinMaxScaler
      • MinMaxScaler.mins
      • MinMaxScaler.scales
      • MinMaxScaler.fit()
      • MinMaxScaler.fit_transform()
      • MinMaxScaler.inverse_transform()
      • MinMaxScaler.mins
      • MinMaxScaler.scales
    • NoneScaler
      • NoneScaler.fit()
      • NoneScaler.fit_transform()
      • NoneScaler.inverse_transform()
    • QuantileScaler
      • QuantileScaler.q
      • QuantileScaler.mins
      • QuantileScaler.scales
      • QuantileScaler.fit()
      • QuantileScaler.fit_transform()
      • QuantileScaler.inverse_transform()
      • QuantileScaler.mins
      • QuantileScaler.q
      • QuantileScaler.scales
    • Scaler
      • Scaler.fit()
      • Scaler.fit_transform()
      • Scaler.inverse_transform()
    • StdScaler
      • StdScaler.means
      • StdScaler.stds
      • StdScaler.fit()
      • StdScaler.fit_transform()
      • StdScaler.inverse_transform()
      • StdScaler.means
      • StdScaler.stds
  • torch_bsf.sampling module
    • simplex_grid()
    • simplex_random()
    • simplex_sobol()
  • torch_bsf.sklearn module
    • BezierSimplexRegressor
      • BezierSimplexRegressor.fit()
      • BezierSimplexRegressor.predict()
      • BezierSimplexRegressor.score()
      • BezierSimplexRegressor.set_score_request()
  • torch_bsf.validator module
    • index_list()
    • indices_schema()
    • int_or_str()
    • validate_simplex_indices()
  • Module contents
    • BezierSimplex
      • BezierSimplex.configure_optimizers()
      • BezierSimplex.degree
      • BezierSimplex.forward()
      • BezierSimplex.freeze_row()
      • BezierSimplex.meshgrid()
      • BezierSimplex.n_params
      • BezierSimplex.n_values
      • BezierSimplex.on_after_backward()
      • BezierSimplex.smoothness_penalty()
      • BezierSimplex.test_step()
      • BezierSimplex.training_step()
      • BezierSimplex.validation_step()
    • BezierSimplexDataModule
      • BezierSimplexDataModule.fit_transform()
      • BezierSimplexDataModule.inverse_transform()
      • BezierSimplexDataModule.load_data()
      • BezierSimplexDataModule.load_params()
      • BezierSimplexDataModule.load_values()
      • BezierSimplexDataModule.setup()
      • BezierSimplexDataModule.test_dataloader()
      • BezierSimplexDataModule.train_dataloader()
      • BezierSimplexDataModule.val_dataloader()
    • fit()
    • fit_kfold()
    • validate_control_points()