Code Documentation

• Subspaces
  • athena.subspaces.Subspaces._bootstrap_replicate
  • athena.subspaces.Subspaces._build_decompose_cov_matrix
  • athena.subspaces.Subspaces._compute_bootstrap_ranges
  • athena.subspaces.Subspaces._partition
  • athena.subspaces.Subspaces.fit
  • athena.subspaces.Subspaces.inverse_transform
  • athena.subspaces.Subspaces.plot_eigenvalues
  • athena.subspaces.Subspaces.plot_eigenvectors
  • athena.subspaces.Subspaces.plot_sufficient_summary
  • athena.subspaces.Subspaces.transform
• Active Subspaces
  • athena.active.ActiveSubspaces._bootstrap_replicate
  • athena.active.ActiveSubspaces._build_decompose_cov_matrix
  • athena.active.ActiveSubspaces._compute_A_b
  • athena.active.ActiveSubspaces._compute_bootstrap_ranges
  • athena.active.ActiveSubspaces._hit_and_run_inactive
  • athena.active.ActiveSubspaces._partition
  • athena.active.ActiveSubspaces._rejection_sampling_inactive
  • athena.active.ActiveSubspaces._rotate_x
  • athena.active.ActiveSubspaces._sample_inactive
  • athena.active.ActiveSubspaces.activity_scores
  • athena.active.ActiveSubspaces.fit
  • athena.active.ActiveSubspaces.inverse_transform
  • athena.active.ActiveSubspaces.plot_eigenvalues
  • athena.active.ActiveSubspaces.plot_eigenvectors
  • athena.active.ActiveSubspaces.plot_sufficient_summary
  • athena.active.ActiveSubspaces.transform
• Feature Map
  • athena.feature_map.FeatureMap._compute_pr_matrix
  • athena.feature_map.FeatureMap.compute_fmap
  • athena.feature_map.FeatureMap.compute_fmap_jac
  • athena.feature_map.FeatureMap.pr_matrix
  • athena.feature_map.FeatureMap.tune_pr_matrix
  • athena.feature_map.rff_map
  • athena.feature_map.rff_jac
• Kernel Active Subspaces
  • athena.kas.KernelActiveSubspaces._bootstrap_replicate
  • athena.kas.KernelActiveSubspaces._build_decompose_cov_matrix
  • athena.kas.KernelActiveSubspaces._compute_bootstrap_ranges
  • athena.kas.KernelActiveSubspaces._partition
  • athena.kas.KernelActiveSubspaces._reparametrize
  • athena.kas.KernelActiveSubspaces.fit
  • athena.kas.KernelActiveSubspaces.inverse_transform
  • athena.kas.KernelActiveSubspaces.plot_eigenvalues
  • athena.kas.KernelActiveSubspaces.plot_eigenvectors
  • athena.kas.KernelActiveSubspaces.plot_sufficient_summary
  • athena.kas.KernelActiveSubspaces.transform
• Nonlinear Level Set Learning
  • athena.nll.NonlinearLevelSet.load_backward
  • athena.nll.NonlinearLevelSet.load_forward
  • athena.nll.NonlinearLevelSet.plot_loss
  • athena.nll.NonlinearLevelSet.plot_sufficient_summary
  • athena.nll.NonlinearLevelSet.save_backward
  • athena.nll.NonlinearLevelSet.save_forward
  • athena.nll.NonlinearLevelSet.train
  • athena.nll.ForwardNet.customized_loss
  • athena.nll.ForwardNet.forward
  • athena.nll.BackwardNet.forward
• Projection Matrix Factory
  • athena.projection_factory.ProjectionFactory.beta
  • athena.projection_factory.ProjectionFactory.cauchy
  • athena.projection_factory.ProjectionFactory.dirichlet
  • athena.projection_factory.ProjectionFactory.laplace
  • athena.projection_factory.ProjectionFactory.multivariate_normal
  • athena.projection_factory.ProjectionFactory.normal
  • athena.projection_factory.ProjectionFactory.projections
  • athena.projection_factory.ProjectionFactory.uniform
• Utilities
  • athena.utils.CrossValidation.fit
  • athena.utils.CrossValidation.predict
  • athena.utils.CrossValidation.run
  • athena.utils.CrossValidation.scorer
  • athena.utils.Normalizer.fit_transform
  • athena.utils.Normalizer.inverse_transform
  • athena.utils.average_rrmse
  • athena.utils.initialize_weights
  • athena.utils.linear_program_ineq
  • athena.utils.local_linear_gradients
  • athena.utils.rrmse
  • athena.utils.sort_eigpairs