GPy package

Subpackages

• GPy.core package
  • Subpackages
    • GPy.core.parameterization package
      • Submodules
      • GPy.core.parameterization.domains module
      • GPy.core.parameterization.index_operations module
      • GPy.core.parameterization.lists_and_dicts module
      • GPy.core.parameterization.observable_array module
      • GPy.core.parameterization.param module
      • GPy.core.parameterization.parameter_core module
      • GPy.core.parameterization.parameterized module
      • GPy.core.parameterization.priors module
      • GPy.core.parameterization.ties_and_remappings module
      • GPy.core.parameterization.transformations module
      • GPy.core.parameterization.variational module
      • Module contents
  • Submodules
  • GPy.core.gp module
  • GPy.core.mapping module
  • GPy.core.model module
  • GPy.core.sparse_gp module
  • GPy.core.sparse_gp_mpi module
  • GPy.core.svigp module
  • GPy.core.symbolic module
  • Module contents
• GPy.examples package
  • Submodules
  • GPy.examples.classification module
  • GPy.examples.coreg_example module
  • GPy.examples.dimensionality_reduction module
  • GPy.examples.non_gaussian module
  • GPy.examples.regression module
  • GPy.examples.stochastic module
  • GPy.examples.tutorials module
  • Module contents
• GPy.inference package
  • Subpackages
    • GPy.inference.latent_function_inference package
      • Submodules
      • GPy.inference.latent_function_inference.dtc module
      • GPy.inference.latent_function_inference.exact_gaussian_inference module
      • GPy.inference.latent_function_inference.expectation_propagation module
      • GPy.inference.latent_function_inference.expectation_propagation_dtc module
      • GPy.inference.latent_function_inference.fitc module
      • GPy.inference.latent_function_inference.inferenceX module
      • GPy.inference.latent_function_inference.laplace module
      • GPy.inference.latent_function_inference.posterior module
      • GPy.inference.latent_function_inference.var_dtc module
      • GPy.inference.latent_function_inference.var_dtc_gpu module
      • GPy.inference.latent_function_inference.var_dtc_parallel module
      • Module contents
    • GPy.inference.mcmc package
      • Submodules
      • GPy.inference.mcmc.hmc module
      • GPy.inference.mcmc.samplers module
      • Module contents
    • GPy.inference.optimization package
      • Submodules
      • GPy.inference.optimization.conjugate_gradient_descent module
      • GPy.inference.optimization.gradient_descent_update_rules module
      • GPy.inference.optimization.optimization module
      • GPy.inference.optimization.scg module
      • GPy.inference.optimization.sgd module
      • GPy.inference.optimization.stochastics module
      • Module contents
  • Module contents
• GPy.kern package
  • Subpackages
    • GPy.kern._src package
      • Subpackages
        • GPy.kern._src.psi_comp package
          • Submodules
          • GPy.kern._src.psi_comp.linear_psi_comp module
          • GPy.kern._src.psi_comp.rbf_psi_comp module
          • GPy.kern._src.psi_comp.rbf_psi_gpucomp module
          • GPy.kern._src.psi_comp.sslinear_psi_comp module
          • GPy.kern._src.psi_comp.ssrbf_psi_comp module
          • GPy.kern._src.psi_comp.ssrbf_psi_gpucomp module
          • Module contents
      • Submodules
      • GPy.kern._src.ODE_UY module
      • GPy.kern._src.ODE_UYC module
      • GPy.kern._src.ODE_st module
      • GPy.kern._src.ODE_t module
      • GPy.kern._src.add module
      • GPy.kern._src.brownian module
      • GPy.kern._src.coregionalize module
      • GPy.kern._src.hierarchical module
      • GPy.kern._src.independent_outputs module
      • GPy.kern._src.kern module
      • GPy.kern._src.kernel_slice_operations module
      • GPy.kern._src.linear module
      • GPy.kern._src.mlp module
      • GPy.kern._src.periodic module
      • GPy.kern._src.poly module
      • GPy.kern._src.prod module
      • GPy.kern._src.rbf module
      • GPy.kern._src.splitKern module
      • GPy.kern._src.static module
      • GPy.kern._src.stationary module
      • GPy.kern._src.symbolic module
      • GPy.kern._src.trunclinear module
      • Module contents
  • Module contents
• GPy.likelihoods package
  • Submodules
  • GPy.likelihoods.bernoulli module
  • GPy.likelihoods.exponential module
  • GPy.likelihoods.gamma module
  • GPy.likelihoods.gaussian module
  • GPy.likelihoods.likelihood module
  • GPy.likelihoods.link_functions module
  • GPy.likelihoods.mixed_noise module
  • GPy.likelihoods.poisson module
  • GPy.likelihoods.student_t module
  • Module contents
• GPy.mappings package
  • Submodules
  • GPy.mappings.additive module
  • GPy.mappings.kernel module
  • GPy.mappings.linear module
  • GPy.mappings.mlp module
  • Module contents
• GPy.models package
  • Submodules
  • GPy.models.bayesian_gplvm module
  • GPy.models.bayesian_gplvm_minibatch module
  • GPy.models.bcgplvm module
  • GPy.models.gp_classification module
  • GPy.models.gp_coregionalized_regression module
  • GPy.models.gp_heteroscedastic_regression module
  • GPy.models.gp_kronecker_gaussian_regression module
  • GPy.models.gp_multioutput_regression module
  • GPy.models.gp_regression module
  • GPy.models.gp_var_gauss module
  • GPy.models.gplvm module
  • GPy.models.gradient_checker module
  • GPy.models.mrd module
  • GPy.models.sparse_gp_classification module
  • GPy.models.sparse_gp_coregionalized_regression module
  • GPy.models.sparse_gp_minibatch module
  • GPy.models.sparse_gp_multioutput_regression module
  • GPy.models.sparse_gp_regression module
  • GPy.models.sparse_gplvm module
  • GPy.models.ss_gplvm module
  • GPy.models.ss_mrd module
  • GPy.models.svigp_regression module
  • GPy.models.warped_gp module
  • Module contents
• GPy.plotting package
  • Subpackages
    • GPy.plotting.matplot_dep package
      • Subpackages
        • GPy.plotting.matplot_dep.latent_space_visualizations package
          • Subpackages
            • GPy.plotting.matplot_dep.latent_space_visualizations.controllers package
              • Submodules
              • GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller module
              • GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller module
              • Module contents
          • Module contents
      • Submodules
      • GPy.plotting.matplot_dep.Tango module
      • GPy.plotting.matplot_dep.base_plots module
      • GPy.plotting.matplot_dep.dim_reduction_plots module
      • GPy.plotting.matplot_dep.img_plots module
      • GPy.plotting.matplot_dep.inference_plots module
      • GPy.plotting.matplot_dep.kernel_plots module
      • GPy.plotting.matplot_dep.mapping_plots module
      • GPy.plotting.matplot_dep.maps module
      • GPy.plotting.matplot_dep.models_plots module
      • GPy.plotting.matplot_dep.netpbmfile module
        • Requirements
        • Examples
      • GPy.plotting.matplot_dep.priors_plots module
      • GPy.plotting.matplot_dep.ssgplvm module
      • GPy.plotting.matplot_dep.svig_plots module
      • GPy.plotting.matplot_dep.variational_plots module
      • GPy.plotting.matplot_dep.visualize module
      • Module contents
  • Module contents
• GPy.testing package
  • Submodules
  • GPy.testing.examples_tests module
  • GPy.testing.fitc module
  • GPy.testing.index_operations_tests module
  • GPy.testing.inference_tests module
  • GPy.testing.kernel_tests module
  • GPy.testing.likelihood_tests module
  • GPy.testing.model_tests module
  • GPy.testing.observable_tests module
  • GPy.testing.parameterized_tests module
  • GPy.testing.pickle_tests module
  • GPy.testing.prior_tests module
  • Module contents
• GPy.util package
  • Submodules
  • GPy.util.block_matrices module
  • GPy.util.caching module
  • GPy.util.classification module
  • GPy.util.config module
  • GPy.util.datasets module
  • GPy.util.debug module
  • GPy.util.decorators module
  • GPy.util.diag module
  • GPy.util.erfcx module
  • GPy.util.functions module
  • GPy.util.gpu_init module
  • GPy.util.initialization module
  • GPy.util.linalg module
  • GPy.util.linalg_gpu module
  • GPy.util.ln_diff_erfs module
  • GPy.util.misc module
  • GPy.util.mocap module
  • GPy.util.mpi module
  • GPy.util.multioutput module
  • GPy.util.netpbmfile module
    • Requirements
    • Examples
  • GPy.util.normalizer module
  • GPy.util.parallel module
  • GPy.util.pca module
  • GPy.util.squashers module
  • GPy.util.subarray_and_sorting module
  • GPy.util.univariate_Gaussian module
  • GPy.util.warping_functions module
  • Module contents

Module contents

GPy.load(file_path)

Load a previously pickled model, using `m.pickle(‘path/to/file.pickle)’

Parameters:file_name – path/to/file.pickle

GPy.tests()