mud

• mud package
  • Subpackages
    • mud.examples package
      • Submodules
      • mud.examples.adcirc module
      • mud.examples.comparison module
      • mud.examples.examples module
      • mud.examples.exp_decay module
      • mud.examples.fenics module
      • mud.examples.linear module
      • mud.examples.poisson module
      • mud.examples.simple module
      • Module contents
  • Submodules
  • mud.base module
    • BayesProblem
      • BayesProblem.estimate()
      • BayesProblem.fit()
      • BayesProblem.map_point()
      • BayesProblem.n_features
      • BayesProblem.n_params
      • BayesProblem.n_samples
      • BayesProblem.plot_obs_space()
      • BayesProblem.plot_param_space()
      • BayesProblem.set_likelihood()
      • BayesProblem.set_prior()
    • DensityProblem
      • DensityProblem.X
      • DensityProblem.y
      • DensityProblem.domain
      • DensityProblem.weights
      • DensityProblem.estimate()
      • DensityProblem.expected_ratio()
      • DensityProblem.fit()
      • DensityProblem.mud_point()
      • DensityProblem.n_features
      • DensityProblem.n_params
      • DensityProblem.n_samples
      • DensityProblem.plot_obs_space()
      • DensityProblem.plot_param_space()
      • DensityProblem.plot_params_2d()
      • DensityProblem.plot_qoi()
      • DensityProblem.set_initial()
      • DensityProblem.set_observed()
      • DensityProblem.set_predicted()
      • DensityProblem.set_weights()
    • IterativeLinearProblem
      • IterativeLinearProblem.get_errors()
      • IterativeLinearProblem.plot_chain()
      • IterativeLinearProblem.plot_chain_error()
      • IterativeLinearProblem.solve()
    • LinearGaussianProblem
      • LinearGaussianProblem.A
      • LinearGaussianProblem.y
      • LinearGaussianProblem.domain
      • LinearGaussianProblem.weights
      • LinearGaussianProblem.compute_functionals()
      • LinearGaussianProblem.n_features
      • LinearGaussianProblem.n_params
      • LinearGaussianProblem.n_samples
      • LinearGaussianProblem.plot_contours()
      • LinearGaussianProblem.plot_fun_contours()
      • LinearGaussianProblem.plot_sol()
      • LinearGaussianProblem.solve()
      • LinearGaussianProblem.updated_cov()
    • LinearWMEProblem
    • SpatioTemporalProblem
      • SpatioTemporalProblem.TODO
      • SpatioTemporalProblem.data
      • SpatioTemporalProblem.domain
      • SpatioTemporalProblem.get_closest_to_measurements()
      • SpatioTemporalProblem.get_closest_to_true_vals()
      • SpatioTemporalProblem.lam
      • SpatioTemporalProblem.lam_ref
      • SpatioTemporalProblem.load()
      • SpatioTemporalProblem.measurements
      • SpatioTemporalProblem.measurements_from_reference()
      • SpatioTemporalProblem.mud_problem()
      • SpatioTemporalProblem.n_params
      • SpatioTemporalProblem.n_qoi
      • SpatioTemporalProblem.n_samples
      • SpatioTemporalProblem.n_sensors
      • SpatioTemporalProblem.n_ts
      • SpatioTemporalProblem.plot_ts()
      • SpatioTemporalProblem.sample_data()
      • SpatioTemporalProblem.sample_dist
      • SpatioTemporalProblem.sensor_contour_plot()
      • SpatioTemporalProblem.sensor_scatter_plot()
      • SpatioTemporalProblem.true_vals
      • SpatioTemporalProblem.validate()
  • mud.cli module
  • mud.funs module
    • data_prob()
    • iter_lin_solve()
    • iterate()
    • lin_prob()
    • map_problem()
    • map_sol()
    • map_sol_with_cov()
    • mud_problem()
    • mud_sol()
    • mud_sol_with_cov()
    • performEpoch()
    • updated_cov()
    • wme()
  • mud.norm module
    • full_functional()
    • inner_product()
    • norm_data()
    • norm_input()
    • norm_predicted()
  • mud.plot module
    • Functions
    • build_nd_mesh_grid()
    • make_2d_normal_mesh()
    • make_2d_unit_mesh()
    • plotChain()
    • plot_1D_vecs()
    • plot_contours()
    • plot_dist()
    • plot_vert_line()
    • save_figure()
  • mud.preprocessing module
    • Functions
    • pca()
    • svd()
  • mud.util module
    • add_noise()
    • fit_domain()
    • make_2d_unit_mesh()
    • null_space()
    • rank_decomposition()
    • set_shape()
    • std_from_equipment()
    • transform_linear_map()
    • transform_linear_setup()
  • Module contents