GPy package¶
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load(file_or_path)[source]¶ Load a previously pickled model, using `m.pickle(‘path/to/file.pickle)’
Parameters: file_name – path/to/file.pickle
Subpackages¶
- GPy.core package
- GPy.examples package
- GPy.inference package
- Introduction
- Subpackages
- GPy.inference.latent_function_inference package
- Introduction
- Inference over Gaussian process latent functions
- Submodules
- GPy.inference.latent_function_inference.dtc module
- GPy.inference.latent_function_inference.exact_gaussian_inference module
- GPy.inference.latent_function_inference.exact_studentt_inference module
- GPy.inference.latent_function_inference.expectation_propagation module
- GPy.inference.latent_function_inference.fitc module
- GPy.inference.latent_function_inference.gaussian_grid_inference module
- GPy.inference.latent_function_inference.grid_posterior module
- GPy.inference.latent_function_inference.inferenceX module
- GPy.inference.latent_function_inference.laplace module
- GPy.inference.latent_function_inference.pep module
- GPy.inference.latent_function_inference.posterior module
- GPy.inference.latent_function_inference.svgp module
- GPy.inference.latent_function_inference.var_dtc module
- GPy.inference.latent_function_inference.var_dtc_parallel module
- GPy.inference.latent_function_inference.var_gauss module
- GPy.inference.latent_function_inference.vardtc_md module
- GPy.inference.latent_function_inference.vardtc_svi_multiout module
- GPy.inference.latent_function_inference.vardtc_svi_multiout_miss module
- GPy.inference.mcmc package
- GPy.inference.optimization package
- GPy.inference.latent_function_inference package
- GPy.kern package
- Introduction
- Subpackages
- GPy.kern.src package
- Subpackages
- GPy.kern.src.psi_comp package
- Submodules
- GPy.kern.src.psi_comp.gaussherm module
- 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
- GPy.kern.src.psi_comp package
- 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.basis_funcs module
- GPy.kern.src.brownian module
- GPy.kern.src.coregionalize module
- GPy.kern.src.coregionalize_cython module
- GPy.kern.src.diff_kern module
- GPy.kern.src.eq_ode1 module
- GPy.kern.src.eq_ode2 module
- GPy.kern.src.grid_kerns module
- GPy.kern.src.independent_outputs module
- GPy.kern.src.integral module
- GPy.kern.src.integral_limits 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.multidimensional_integral_limits module
- GPy.kern.src.multioutput_derivative_kern module
- GPy.kern.src.multioutput_kern module
- GPy.kern.src.periodic module
- GPy.kern.src.poly module
- GPy.kern.src.prod module
- GPy.kern.src.rbf module
- GPy.kern.src.sde_brownian module
- GPy.kern.src.sde_linear module
- GPy.kern.src.sde_matern module
- GPy.kern.src.sde_standard_periodic module
- GPy.kern.src.sde_static module
- GPy.kern.src.sde_stationary module
- GPy.kern.src.spline module
- GPy.kern.src.splitKern module
- GPy.kern.src.standard_periodic module
- GPy.kern.src.static module
- GPy.kern.src.stationary module
- GPy.kern.src.stationary_cython module
- GPy.kern.src.symbolic module
- GPy.kern.src.symmetric module
- GPy.kern.src.trunclinear module
- Subpackages
- GPy.kern.src package
- GPy.likelihoods package
- Introduction
- Submodules
- GPy.likelihoods.bernoulli module
- GPy.likelihoods.binomial module
- GPy.likelihoods.exponential module
- GPy.likelihoods.gamma module
- GPy.likelihoods.gaussian module
- GPy.likelihoods.likelihood module
- GPy.likelihoods.link_functions module
- GPy.likelihoods.loggaussian module
- GPy.likelihoods.loglogistic module
- GPy.likelihoods.mixed_noise module
- GPy.likelihoods.multioutput_likelihood module
- GPy.likelihoods.poisson module
- GPy.likelihoods.student_t module
- GPy.likelihoods.weibull module
- GPy.mappings package
- GPy.models package
- Introduction
- Submodules
- GPy.models.bayesian_gplvm module
- GPy.models.bayesian_gplvm_minibatch module
- GPy.models.bcgplvm module
- GPy.models.dpgplvm module
- GPy.models.gp_classification module
- GPy.models.gp_coregionalized_regression module
- GPy.models.gp_grid_regression module
- GPy.models.gp_heteroscedastic_regression module
- GPy.models.gp_kronecker_gaussian_regression module
- GPy.models.gp_multiout_regression module
- GPy.models.gp_multiout_regression_md module
- GPy.models.gp_offset_regression module
- GPy.models.gp_regression module
- GPy.models.gp_var_gauss module
- GPy.models.gplvm module
- GPy.models.gradient_checker module
- GPy.models.ibp_lfm module
- GPy.models.input_warped_gp module
- GPy.models.mrd module
- GPy.models.multioutput_gp module
- GPy.models.one_vs_all_classification module
- GPy.models.one_vs_all_sparse_classification module
- GPy.models.sparse_gp_classification module
- GPy.models.sparse_gp_coregionalized_regression module
- GPy.models.sparse_gp_minibatch module
- GPy.models.sparse_gp_regression module
- GPy.models.sparse_gp_regression_md module
- GPy.models.sparse_gplvm module
- GPy.models.ss_gplvm module
- GPy.models.ss_mrd module
- GPy.models.state_space module
- GPy.models.state_space_cython module
- GPy.models.state_space_main module
- GPy.models.state_space_model module
- GPy.models.state_space_setup module
- GPy.models.tp_regression module
- GPy.models.warped_gp module
- GPy.plotting package
- Introduction
- Subpackages
- GPy.plotting.gpy_plot package
- GPy.plotting.matplot_dep package
- Subpackages
- Submodules
- GPy.plotting.matplot_dep.base_plots module
- GPy.plotting.matplot_dep.defaults module
- GPy.plotting.matplot_dep.img_plots module
- GPy.plotting.matplot_dep.mapping_plots module
- GPy.plotting.matplot_dep.maps module
- GPy.plotting.matplot_dep.plot_definitions module
- GPy.plotting.matplot_dep.priors_plots module
- GPy.plotting.matplot_dep.ssgplvm module
- GPy.plotting.matplot_dep.svig_plots module
- GPy.plotting.matplot_dep.util module
- GPy.plotting.matplot_dep.variational_plots module
- GPy.plotting.matplot_dep.visualize module
- GPy.plotting.plotly_dep package
- Submodules
- GPy.plotting.Tango module
- GPy.plotting.abstract_plotting_library module
- GPy.testing package
- Submodules
- GPy.testing.cython_tests module
- GPy.testing.ep_likelihood_tests module
- GPy.testing.examples_tests module
- GPy.testing.fitc module
- GPy.testing.gp_tests module
- GPy.testing.gpy_kernels_state_space_tests module
- GPy.testing.grid_tests module
- GPy.testing.inference_tests module
- GPy.testing.kernel_tests module
- GPy.testing.likelihood_tests module
- GPy.testing.linalg_test module
- GPy.testing.link_function_tests module
- GPy.testing.mapping_tests module
- GPy.testing.meanfunc_tests module
- GPy.testing.minibatch_tests module
- GPy.testing.misc_tests module
- GPy.testing.model_tests module
- GPy.testing.mpi_tests module
- GPy.testing.pep_tests module
- GPy.testing.pickle_tests module
- GPy.testing.plotting_tests module
- GPy.testing.prior_tests module
- GPy.testing.quadrature_tests module
- GPy.testing.rv_transformation_tests module
- GPy.testing.serialization_tests module
- GPy.testing.state_space_main_tests module
- GPy.testing.svgp_tests module
- GPy.testing.tp_tests module
- GPy.testing.util_tests module
- GPy.testing.variational_tests module
- GPy.util package
- Introduction
- Submodules
- GPy.util.block_matrices module
- GPy.util.choleskies module
- GPy.util.choleskies_cython module
- GPy.util.classification module
- GPy.util.cluster_with_offset module
- GPy.util.config module
- GPy.util.datasets module
- GPy.util.debug module
- GPy.util.decorators module
- GPy.util.diag module
- GPy.util.functions module
- GPy.util.gpu_init module
- GPy.util.initialization module
- GPy.util.input_warping_functions module
- GPy.util.linalg module
- GPy.util.linalg_cython module
- GPy.util.linalg_gpu module
- GPy.util.ln_diff_erfs module
- GPy.util.misc module
- GPy.util.mocap module
- GPy.util.multioutput module
- GPy.util.netpbmfile module
- GPy.util.normalizer module
- GPy.util.parallel module
- GPy.util.pca module
- GPy.util.quad_integrate module
- GPy.util.squashers module
- GPy.util.subarray_and_sorting module
- GPy.util.univariate_Gaussian module
- GPy.util.warping_functions module