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bobturneruk 2020-04-22 10:05:59 +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. Several models directly inherit :py:class:`GPy.core.gp.GP`: 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. The general form of a "model" is a function that takes some data, a kernel (see :py:class:`GPy.kern`) and other parameters, returning an object representation.
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 .. 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 :top-classes: GPy.core.gp.GP