Code Documentation

• Database
  • ezyrb.database.Database
  • ezyrb.database.Database.__getitem__
  • ezyrb.database.Database.__len__
  • ezyrb.database.Database.add
• Parameter
• Snapshot
• Approximation
  • ezyrb.approximation.Approximation
  • ezyrb.approximation.Approximation.fit
  • ezyrb.approximation.Approximation.predict
• Linear
  • ezyrb.approximation.linear.Linear
  • ezyrb.approximation.linear.Linear.fit
  • ezyrb.approximation.linear.Linear.predict
• RBF
  • ezyrb.approximation.rbf.RBF
  • ezyrb.approximation.rbf.RBF.fit
  • ezyrb.approximation.rbf.RBF.predict
• RadiusNeighborsRegressor
  • ezyrb.approximation.radius_neighbors_regressor.RadiusNeighborsRegressor
  • ezyrb.approximation.radius_neighbors_regressor.RadiusNeighborsRegressor.fit
  • ezyrb.approximation.radius_neighbors_regressor.RadiusNeighborsRegressor.predict
• KNeighborsRegressor
  • ezyrb.approximation.kneighbors_regressor.KNeighborsRegressor
  • ezyrb.approximation.kneighbors_regressor.KNeighborsRegressor.fit
  • ezyrb.approximation.kneighbors_regressor.KNeighborsRegressor.predict
• NeighborsRegressor
  • ezyrb.approximation.neighbors_regressor.NeighborsRegressor
  • ezyrb.approximation.neighbors_regressor.NeighborsRegressor.fit
  • ezyrb.approximation.neighbors_regressor.NeighborsRegressor.predict
• GPR
  • ezyrb.approximation.gpr.GPR
  • ezyrb.approximation.gpr.GPR.fit
  • ezyrb.approximation.gpr.GPR.predict
  • ezyrb.approximation.gpr.GPR.optimal_mu
• ANN
  • ezyrb.approximation.ann.ANN
  • ezyrb.approximation.ann.ANN.fit
  • ezyrb.approximation.ann.ANN.predict
  • ezyrb.approximation.ann.ANN._convert_numpy_to_torch
  • ezyrb.approximation.ann.ANN._convert_torch_to_numpy
  • ezyrb.approximation.ann.ANN._build_model
• Reduction
  • ezyrb.reduction.Reduction
  • ezyrb.reduction.Reduction.reduce
  • ezyrb.reduction.Reduction.expand
  • ezyrb.reduction.Reduction.transform
  • ezyrb.reduction.Reduction.inverse_transform
• POD
  • ezyrb.reduction.pod.POD
  • ezyrb.reduction.pod.POD.modes
  • ezyrb.reduction.pod.POD.singular_values
  • ezyrb.reduction.pod.POD.reduce
  • ezyrb.reduction.pod.POD.expand
  • ezyrb.reduction.pod.POD.transform
  • ezyrb.reduction.pod.POD.inverse_transform
  • ezyrb.reduction.pod.POD._truncation
  • ezyrb.reduction.pod.POD._svd
  • ezyrb.reduction.pod.POD._rsvd
  • ezyrb.reduction.pod.POD._corrm
• AE
  • ezyrb.reduction.ae.AE
  • ezyrb.reduction.ae.AE.fit
  • ezyrb.reduction.ae.AE.reduce
  • ezyrb.reduction.ae.AE.expand
  • ezyrb.reduction.ae.AE.transform
  • ezyrb.reduction.ae.AE.inverse_transform
  • ezyrb.reduction.ae.AE._build_model
• PODAE
  • ezyrb.reduction.pod_ae.PODAE
  • ezyrb.reduction.pod_ae.PODAE.fit
  • ezyrb.reduction.pod_ae.PODAE.reduce
  • ezyrb.reduction.pod_ae.PODAE.expand
  • ezyrb.reduction.pod_ae.PODAE.transform
  • ezyrb.reduction.pod_ae.PODAE.inverse_transform
• ReducedOrderModel
  • ezyrb.reducedordermodel.ReducedOrderModel
  • ezyrb.reducedordermodel.ReducedOrderModel.fit
  • ezyrb.reducedordermodel.ReducedOrderModel.predict
  • ezyrb.reducedordermodel.ReducedOrderModel.test_error
  • ezyrb.reducedordermodel.ReducedOrderModel.kfold_cv_error
  • ezyrb.reducedordermodel.ReducedOrderModel.loo_error
  • ezyrb.reducedordermodel.ReducedOrderModel.optimal_mu
  • ezyrb.reducedordermodel.ReducedOrderModel._simplex_volume
• RegularGrid
  • ezyrb.regular_grid.RegularGrid
  • ezyrb.regular_grid.RegularGrid.get_grid_axes
  • ezyrb.regular_grid.RegularGrid.fit
  • ezyrb.regular_grid.RegularGrid.predict