All modules for which code is available

• queens.data_processor.data_processor
• queens.data_processor.data_processor_csv
• queens.data_processor.data_processor_ensight
• queens.data_processor.data_processor_ensight_interface
• queens.data_processor.data_processor_numpy
• queens.data_processor.data_processor_pvd
• queens.data_processor.data_processor_txt
• queens.distributions.bernoulli
• queens.distributions.beta
• queens.distributions.categorical
• queens.distributions.distributions
• queens.distributions.exponential
• queens.distributions.free
• queens.distributions.lognormal
• queens.distributions.mean_field_normal
• queens.distributions.mixture
• queens.distributions.multinomial
• queens.distributions.normal
• queens.distributions.particles
• queens.distributions.uniform
• queens.distributions.uniform_discrete
• queens.drivers.driver
• queens.drivers.fourc_driver
• queens.drivers.function_driver
• queens.drivers.jobscript_driver
• queens.drivers.mpi_driver
• queens.example_simulator_functions
• queens.example_simulator_functions.agawal09
• queens.example_simulator_functions.borehole83
• queens.example_simulator_functions.branin78
• queens.example_simulator_functions.currin88
• queens.example_simulator_functions.executable_park91a_hifi_on_grid_with_gradients
• queens.example_simulator_functions.gardner14a
• queens.example_simulator_functions.gaussian_logpdf
• queens.example_simulator_functions.gaussian_mixture_logpdf
• queens.example_simulator_functions.ishigami90
• queens.example_simulator_functions.ma09
• queens.example_simulator_functions.oakley_ohagan04
• queens.example_simulator_functions.parabola_residual
• queens.example_simulator_functions.paraboloid
• queens.example_simulator_functions.park91a
• queens.example_simulator_functions.park91b
• queens.example_simulator_functions.perdikaris17
• queens.example_simulator_functions.rezende15
• queens.example_simulator_functions.rosenbrock60
• queens.example_simulator_functions.sinus
• queens.example_simulator_functions.sobol_g_function
• queens.external_geometry.external_geometry
• queens.external_geometry.fourc_dat_geometry
• queens.global_settings
• queens.iterators.adaptive_sampling_iterator
• queens.iterators.black_box_variational_bayes
• queens.iterators.bmfia_iterator
• queens.iterators.bmfmc_iterator
• queens.iterators.classification
• queens.iterators.control_variates_iterator
• queens.iterators.data_iterator
• queens.iterators.elementary_effects_iterator
• queens.iterators.grid_iterator
• queens.iterators.hmc_iterator
• queens.iterators.iterator
• queens.iterators.lhs_iterator
• queens.iterators.lm_iterator
• queens.iterators.metropolis_hastings_iterator
• queens.iterators.metropolis_hastings_pymc_iterator
• queens.iterators.mlmc_iterator
• queens.iterators.monte_carlo_iterator
• queens.iterators.nuts_iterator
• queens.iterators.optimization_iterator
• queens.iterators.points_iterator
• queens.iterators.polynomial_chaos_iterator
• queens.iterators.pymc_iterator
• queens.iterators.reparameteriztion_based_variational_inference
• queens.iterators.sequential_monte_carlo_chopin
• queens.iterators.sequential_monte_carlo_iterator
• queens.iterators.sobol_index_gp_uncertainty.estimator
• queens.iterators.sobol_index_gp_uncertainty.predictor
• queens.iterators.sobol_index_gp_uncertainty.sampler
• queens.iterators.sobol_index_gp_uncertainty.statistics
• queens.iterators.sobol_index_gp_uncertainty.utils_estimate_indices
• queens.iterators.sobol_index_gp_uncertainty_iterator
• queens.iterators.sobol_index_iterator
• queens.iterators.sobol_sequence_iterator
• queens.iterators.variational_inference
• queens.main
• queens.models.bmfmc_model
• queens.models.differentiable_simulation_model_adjoint
• queens.models.differentiable_simulation_model_fd
• queens.models.likelihood_models.bayesian_mf_gaussian_likelihood
• queens.models.likelihood_models.gaussian_likelihood
• queens.models.likelihood_models.likelihood_model
• queens.models.logpdf_gp_model
• queens.models.model
• queens.models.simulation_model
• queens.models.surrogate_models.bayesian_neural_network
• queens.models.surrogate_models.gaussian_neural_network
• queens.models.surrogate_models.gp_approximation_gpflow
• queens.models.surrogate_models.gp_approximation_gpflow_svgp
• queens.models.surrogate_models.gp_approximation_jitted
• queens.models.surrogate_models.gp_heteroskedastic_gpflow
• queens.models.surrogate_models.surrogate_model
• queens.models.surrogate_models.utils.kernel_utils_jitted
• queens.parameters.fields.fourier_field
• queens.parameters.fields.kl_field
• queens.parameters.fields.piece_wise_field
• queens.parameters.fields.random_fields
• queens.parameters.parameters
• queens.schedulers.cluster_scheduler
• queens.schedulers.dask_scheduler
• queens.schedulers.local_scheduler
• queens.schedulers.pool_scheduler
• queens.schedulers.scheduler
• queens.stochastic_optimizers.adam
• queens.stochastic_optimizers.adamax
• queens.stochastic_optimizers.learning_rate_decay
• queens.stochastic_optimizers.rms_prop
• queens.stochastic_optimizers.sgd
• queens.stochastic_optimizers.stochastic_optimizer
• queens.utils.ascii_art
• queens.utils.classifier
• queens.utils.cli_utils
• queens.utils.collection_utils
• queens.utils.config_directories
• queens.utils.exceptions
• queens.utils.experimental_data_reader
• queens.utils.fcc_utils
• queens.utils.fd_jacobian
• queens.utils.gpf_utils
• queens.utils.import_utils
• queens.utils.injector
• queens.utils.input_to_script
• queens.utils.io_utils
• queens.utils.iterative_averaging_utils
• queens.utils.jax_minimize_wrapper
• queens.utils.logger_settings
• queens.utils.mcmc_utils
• queens.utils.metadata
• queens.utils.numpy_utils
• queens.utils.path_utils
• queens.utils.pdf_estimation
• queens.utils.pickle_utils
• queens.utils.plot_outputs
• queens.utils.pool_utils
• queens.utils.print_utils
• queens.utils.process_outputs
• queens.utils.pymc
• queens.utils.random_process_scaler
• queens.utils.remote_operations
• queens.utils.rsync
• queens.utils.run_subprocess
• queens.utils.smc_utils
• queens.utils.sobol_sequence
• queens.utils.start_dask_cluster
• queens.utils.tensorflow_utils
• queens.utils.valid_options_utils
• queens.variational_distributions.full_rank_normal
• queens.variational_distributions.joint
• queens.variational_distributions.mean_field_normal
• queens.variational_distributions.mixture_model
• queens.variational_distributions.particle
• queens.variational_distributions.variational_distribution
• queens.visualization.bmfia_visualization
• queens.visualization.bmfmc_visualization
• queens.visualization.classification
• queens.visualization.gaussian_neural_network_vis
• queens.visualization.gnuplot_vis
• queens.visualization.grid_iterator_visualization
• queens.visualization.sa_visualization
• queens.visualization.surrogate_visualization
• queens.visualization.variational_inference_visualization