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bobturneruk 2020-04-21 16:09:06 +01:00
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GPy/models/__init__.py
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Introduction Introduction
^^^^^^^^^^^^ ^^^^^^^^^^^^
This package principally contains classes ultimately inherited from :py:class:`GPy.core.gp.GP` intended as models for end user consuption - much of :py:class:`GPy.core.gp.GP` is not intended to be called directly. Some of these fall into conceptually related groups of models (e.g. :py:class:`GPy.core.sparse_gp`, :py:class:`GPy.core.sparse_gp_mpi`). This package principally contains classes ultimately inherited from :py:class:`GPy.core.gp.GP` intended as models for end user consuption - much of :py:class:`GPy.core.gp.GP` is not intended to be called directly. Several models directly inherit :py:class:`GPy.core.gp.GP`:
.. inheritance-diagram:: GPy.models.gp_classification GPy.models.gp_coregionalized_regression GPy.models.gp_heteroscedastic_regression GPy.models.gp_offset_regression GPy.models.gp_regression GPy.models.gp_var_gauss GPy.models.gplvm GPy.models.input_warped_gp GPy.models.multioutput_gp
:top-classes: GPy.core.gp.GP
Some models fall into conceptually related groups of models (e.g. :py:class:`GPy.core.sparse_gp`, :py:class:`GPy.core.sparse_gp_mpi`):
.. inheritance-diagram:: GPy.models.bayesian_gplvm GPy.models.bayesian_gplvm_minibatch GPy.models.gp_multiout_regression GPy.models.gp_multiout_regression_md GPy.models.ibp_lfm.IBPLFM GPy.models.sparse_gp_coregionalized_regression GPy.models.sparse_gp_minibatch GPy.models.sparse_gp_regression GPy.models.sparse_gp_regression_md GPy.models.sparse_gplvm
:top-classes: GPy.core.gp.GP
In some cases one end-user model inherits another e.g.
.. inheritance-diagram:: GPy.models.bayesian_gplvm_minibatch
:top-classes: GPy.models.sparse_gp_minibatch.SparseGPMiniBatch
""" """