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<h1>GPy package<a class="headerlink" href="#gpy-package" title="Permalink to this headline">¶</a></h1>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.index_operations">GPy.core.parameterization.index_operations module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.lists_and_dicts">GPy.core.parameterization.lists_and_dicts module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.parameter_core">GPy.core.parameterization.parameter_core module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.parameterized">GPy.core.parameterization.parameterized module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.priors">GPy.core.parameterization.priors module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.ties_and_remappings">GPy.core.parameterization.ties_and_remappings module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.transformations">GPy.core.parameterization.transformations module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization.variational">GPy.core.parameterization.variational module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.core.parameterization.html#module-GPy.core.parameterization">Module contents</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#submodules">Submodules</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#module-GPy.core.gp">GPy.core.gp module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#module-GPy.core.mapping">GPy.core.mapping module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#module-GPy.core.model">GPy.core.model module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#module-GPy.core.sparse_gp">GPy.core.sparse_gp module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#module-GPy.core.sparse_gp_mpi">GPy.core.sparse_gp_mpi module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#gpy-core-svigp-module">GPy.core.svigp module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#gpy-core-symbolic-module">GPy.core.symbolic module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.core.html#module-GPy.core">Module contents</a></li>
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</ul>
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<li class="toctree-l1"><a class="reference internal" href="GPy.examples.html">GPy.examples package</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#submodules">Submodules</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#module-GPy.examples.classification">GPy.examples.classification module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#module-GPy.examples.coreg_example">GPy.examples.coreg_example module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#module-GPy.examples.dimensionality_reduction">GPy.examples.dimensionality_reduction module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#module-GPy.examples.non_gaussian">GPy.examples.non_gaussian module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#module-GPy.examples.regression">GPy.examples.regression module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#gpy-examples-stochastic-module">GPy.examples.stochastic module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#gpy-examples-tutorials-module">GPy.examples.tutorials module</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.examples.html#module-GPy.examples">Module contents</a></li>
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</ul>
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<li class="toctree-l1"><a class="reference internal" href="GPy.inference.html">GPy.inference package</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="GPy.inference.html#subpackages">Subpackages</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="GPy.inference.latent_function_inference.html">GPy.inference.latent_function_inference package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.dtc">GPy.inference.latent_function_inference.dtc module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.exact_gaussian_inference">GPy.inference.latent_function_inference.exact_gaussian_inference module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.expectation_propagation">GPy.inference.latent_function_inference.expectation_propagation module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.expectation_propagation_dtc">GPy.inference.latent_function_inference.expectation_propagation_dtc module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.fitc">GPy.inference.latent_function_inference.fitc module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.inferenceX">GPy.inference.latent_function_inference.inferenceX module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.laplace">GPy.inference.latent_function_inference.laplace module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.posterior">GPy.inference.latent_function_inference.posterior module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.var_dtc">GPy.inference.latent_function_inference.var_dtc module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#gpy-inference-latent-function-inference-var-dtc-gpu-module">GPy.inference.latent_function_inference.var_dtc_gpu module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference.var_dtc_parallel">GPy.inference.latent_function_inference.var_dtc_parallel module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.latent_function_inference.html#module-GPy.inference.latent_function_inference">Module contents</a></li>
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</ul>
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<li class="toctree-l3"><a class="reference internal" href="GPy.inference.mcmc.html">GPy.inference.mcmc package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.mcmc.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.mcmc.html#module-GPy.inference.mcmc.hmc">GPy.inference.mcmc.hmc module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.mcmc.html#module-GPy.inference.mcmc.samplers">GPy.inference.mcmc.samplers module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.mcmc.html#module-GPy.inference.mcmc">Module contents</a></li>
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</ul>
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<li class="toctree-l3"><a class="reference internal" href="GPy.inference.optimization.html">GPy.inference.optimization package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#module-GPy.inference.optimization.conjugate_gradient_descent">GPy.inference.optimization.conjugate_gradient_descent module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#module-GPy.inference.optimization.gradient_descent_update_rules">GPy.inference.optimization.gradient_descent_update_rules module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#module-GPy.inference.optimization.optimization">GPy.inference.optimization.optimization module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#module-GPy.inference.optimization.scg">GPy.inference.optimization.scg module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#gpy-inference-optimization-sgd-module">GPy.inference.optimization.sgd module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#module-GPy.inference.optimization.stochastics">GPy.inference.optimization.stochastics module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.inference.optimization.html#module-GPy.inference.optimization">Module contents</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="GPy.inference.html#module-GPy.inference">Module contents</a></li>
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</ul>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="GPy.kern.html">GPy.kern package</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="GPy.kern.html#subpackages">Subpackages</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="GPy.kern._src.html">GPy.kern._src package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#subpackages">Subpackages</a><ul>
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<li class="toctree-l5"><a class="reference internal" href="GPy.kern._src.psi_comp.html">GPy.kern._src.psi_comp package</a><ul>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#submodules">Submodules</a></li>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#module-GPy.kern._src.psi_comp.linear_psi_comp">GPy.kern._src.psi_comp.linear_psi_comp module</a></li>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#module-GPy.kern._src.psi_comp.rbf_psi_comp">GPy.kern._src.psi_comp.rbf_psi_comp module</a></li>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#module-GPy.kern._src.psi_comp.rbf_psi_gpucomp">GPy.kern._src.psi_comp.rbf_psi_gpucomp module</a></li>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#module-GPy.kern._src.psi_comp.sslinear_psi_comp">GPy.kern._src.psi_comp.sslinear_psi_comp module</a></li>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#module-GPy.kern._src.psi_comp.ssrbf_psi_comp">GPy.kern._src.psi_comp.ssrbf_psi_comp module</a></li>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#module-GPy.kern._src.psi_comp.ssrbf_psi_gpucomp">GPy.kern._src.psi_comp.ssrbf_psi_gpucomp module</a></li>
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<li class="toctree-l6"><a class="reference internal" href="GPy.kern._src.psi_comp.html#module-GPy.kern._src.psi_comp">Module contents</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.ODE_UY">GPy.kern._src.ODE_UY module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.ODE_UYC">GPy.kern._src.ODE_UYC module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.ODE_st">GPy.kern._src.ODE_st module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.ODE_t">GPy.kern._src.ODE_t module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.add">GPy.kern._src.add module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.brownian">GPy.kern._src.brownian module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.coregionalize">GPy.kern._src.coregionalize module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#gpy-kern-src-hierarchical-module">GPy.kern._src.hierarchical module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.independent_outputs">GPy.kern._src.independent_outputs module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.kern">GPy.kern._src.kern module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.kernel_slice_operations">GPy.kern._src.kernel_slice_operations module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.linear">GPy.kern._src.linear module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.mlp">GPy.kern._src.mlp module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.periodic">GPy.kern._src.periodic module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.poly">GPy.kern._src.poly module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.prod">GPy.kern._src.prod module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.rbf">GPy.kern._src.rbf module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.splitKern">GPy.kern._src.splitKern module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.static">GPy.kern._src.static module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.stationary">GPy.kern._src.stationary module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#gpy-kern-src-symbolic-module">GPy.kern._src.symbolic module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src.trunclinear">GPy.kern._src.trunclinear module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.kern._src.html#module-GPy.kern._src">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.kern.html#module-GPy.kern">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l1"><a class="reference internal" href="GPy.likelihoods.html">GPy.likelihoods package</a><ul>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#submodules">Submodules</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.bernoulli">GPy.likelihoods.bernoulli module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.exponential">GPy.likelihoods.exponential module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.gamma">GPy.likelihoods.gamma module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.gaussian">GPy.likelihoods.gaussian module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.likelihood">GPy.likelihoods.likelihood module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.link_functions">GPy.likelihoods.link_functions module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.mixed_noise">GPy.likelihoods.mixed_noise module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.poisson">GPy.likelihoods.poisson module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods.student_t">GPy.likelihoods.student_t module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.likelihoods.html#module-GPy.likelihoods">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l1"><a class="reference internal" href="GPy.mappings.html">GPy.mappings package</a><ul>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.mappings.html#submodules">Submodules</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.mappings.html#module-GPy.mappings.additive">GPy.mappings.additive module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.mappings.html#module-GPy.mappings.kernel">GPy.mappings.kernel module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.mappings.html#module-GPy.mappings.linear">GPy.mappings.linear module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.mappings.html#module-GPy.mappings.mlp">GPy.mappings.mlp module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.mappings.html#module-GPy.mappings">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l1"><a class="reference internal" href="GPy.models.html">GPy.models package</a><ul>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#submodules">Submodules</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.bayesian_gplvm">GPy.models.bayesian_gplvm module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.bayesian_gplvm_minibatch">GPy.models.bayesian_gplvm_minibatch module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.bcgplvm">GPy.models.bcgplvm module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gp_classification">GPy.models.gp_classification module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gp_coregionalized_regression">GPy.models.gp_coregionalized_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gp_heteroscedastic_regression">GPy.models.gp_heteroscedastic_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gp_kronecker_gaussian_regression">GPy.models.gp_kronecker_gaussian_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#gpy-models-gp-multioutput-regression-module">GPy.models.gp_multioutput_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gp_regression">GPy.models.gp_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gp_var_gauss">GPy.models.gp_var_gauss module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gplvm">GPy.models.gplvm module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.gradient_checker">GPy.models.gradient_checker module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.mrd">GPy.models.mrd module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.sparse_gp_classification">GPy.models.sparse_gp_classification module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.sparse_gp_coregionalized_regression">GPy.models.sparse_gp_coregionalized_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.sparse_gp_minibatch">GPy.models.sparse_gp_minibatch module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#gpy-models-sparse-gp-multioutput-regression-module">GPy.models.sparse_gp_multioutput_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.sparse_gp_regression">GPy.models.sparse_gp_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.sparse_gplvm">GPy.models.sparse_gplvm module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.ss_gplvm">GPy.models.ss_gplvm module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.ss_mrd">GPy.models.ss_mrd module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#gpy-models-svigp-regression-module">GPy.models.svigp_regression module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models.warped_gp">GPy.models.warped_gp module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.models.html#module-GPy.models">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l1"><a class="reference internal" href="GPy.plotting.html">GPy.plotting package</a><ul>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.plotting.html#subpackages">Subpackages</a><ul>
|
|||
|
|
<li class="toctree-l3"><a class="reference internal" href="GPy.plotting.matplot_dep.html">GPy.plotting.matplot_dep package</a><ul>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#subpackages">Subpackages</a><ul>
|
|||
|
|
<li class="toctree-l5"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.html">GPy.plotting.matplot_dep.latent_space_visualizations package</a><ul>
|
|||
|
|
<li class="toctree-l6"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.html#subpackages">Subpackages</a><ul>
|
|||
|
|
<li class="toctree-l7"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.html">GPy.plotting.matplot_dep.latent_space_visualizations.controllers package</a><ul>
|
|||
|
|
<li class="toctree-l8"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.html#submodules">Submodules</a></li>
|
|||
|
|
<li class="toctree-l8"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.html#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller module</a></li>
|
|||
|
|
<li class="toctree-l8"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.html#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller module</a></li>
|
|||
|
|
<li class="toctree-l8"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.html#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
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</li>
|
|||
|
|
<li class="toctree-l6"><a class="reference internal" href="GPy.plotting.matplot_dep.latent_space_visualizations.html#module-GPy.plotting.matplot_dep.latent_space_visualizations">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
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</li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#submodules">Submodules</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.Tango">GPy.plotting.matplot_dep.Tango module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.base_plots">GPy.plotting.matplot_dep.base_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.dim_reduction_plots">GPy.plotting.matplot_dep.dim_reduction_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.img_plots">GPy.plotting.matplot_dep.img_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.inference_plots">GPy.plotting.matplot_dep.inference_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.kernel_plots">GPy.plotting.matplot_dep.kernel_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.mapping_plots">GPy.plotting.matplot_dep.mapping_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.maps">GPy.plotting.matplot_dep.maps module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.models_plots">GPy.plotting.matplot_dep.models_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.netpbmfile">GPy.plotting.matplot_dep.netpbmfile module</a><ul>
|
|||
|
|
<li class="toctree-l5"><a class="reference internal" href="GPy.plotting.matplot_dep.html#requirements">Requirements</a></li>
|
|||
|
|
<li class="toctree-l5"><a class="reference internal" href="GPy.plotting.matplot_dep.html#examples">Examples</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.priors_plots">GPy.plotting.matplot_dep.priors_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.ssgplvm">GPy.plotting.matplot_dep.ssgplvm module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.svig_plots">GPy.plotting.matplot_dep.svig_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.variational_plots">GPy.plotting.matplot_dep.variational_plots module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep.visualize">GPy.plotting.matplot_dep.visualize module</a></li>
|
|||
|
|
<li class="toctree-l4"><a class="reference internal" href="GPy.plotting.matplot_dep.html#module-GPy.plotting.matplot_dep">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.plotting.html#module-GPy.plotting">Module contents</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li class="toctree-l1"><a class="reference internal" href="GPy.testing.html">GPy.testing package</a><ul>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#submodules">Submodules</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.examples_tests">GPy.testing.examples_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.fitc">GPy.testing.fitc module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.index_operations_tests">GPy.testing.index_operations_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.inference_tests">GPy.testing.inference_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.kernel_tests">GPy.testing.kernel_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.likelihood_tests">GPy.testing.likelihood_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.model_tests">GPy.testing.model_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.observable_tests">GPy.testing.observable_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.parameterized_tests">GPy.testing.parameterized_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.pickle_tests">GPy.testing.pickle_tests module</a></li>
|
|||
|
|
<li class="toctree-l2"><a class="reference internal" href="GPy.testing.html#module-GPy.testing.prior_tests">GPy.testing.prior_tests module</a></li>
|
|||
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<div class="section" id="module-GPy">
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<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-GPy" title="Permalink to this headline">¶</a></h2>
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<code class="descclassname">GPy.</code><code class="descname">load</code><span class="sig-paren">(</span><em>file_path</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy.html#load"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.load" title="Permalink to this definition">¶</a></dt>
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<dd><p>Load a previously pickled model, using <a href="#id1"><span class="problematic" id="id2">`</span></a>m.pickle(‘path/to/file.pickle)’</p>
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<code class="descclassname">GPy.</code><code class="descname">tests</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy.html#tests"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.tests" title="Permalink to this definition">¶</a></dt>
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