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33 lines
No EOL
2.3 KiB
Python
33 lines
No EOL
2.3 KiB
Python
'''
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.. module:: GPy.models
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Implementations for common models used in GP regression and classification.
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The different models can be viewed in :mod:`GPy.models_modules`, which holds
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detailed explanations for the different models.
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.. note::
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This module is a convienince module for endusers to use. For developers
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see :mod:`GPy.models_modules`, which holds the implementions for each model.:
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.. moduleauthor:: Max Zwiessele <ibinbei@gmail.com>
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'''
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__updated__ = '2013-11-28'
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from models_modules.bayesian_gplvm import BayesianGPLVM, BayesianGPLVMWithMissingData
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from models_modules.gp_regression import GPRegression
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from models_modules.gp_classification import GPClassification#; _gp_classification = gp_classification ; del gp_classification
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from models_modules.sparse_gp_regression import SparseGPRegression#; _sparse_gp_regression = sparse_gp_regression ; del sparse_gp_regression
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from models_modules.svigp_regression import SVIGPRegression#; _svigp_regression = svigp_regression ; del svigp_regression
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from models_modules.sparse_gp_classification import SparseGPClassification#; _sparse_gp_classification = sparse_gp_classification ; del sparse_gp_classification
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from models_modules.fitc_classification import FITCClassification#; _fitc_classification = fitc_classification ; del fitc_classification
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from models_modules.gplvm import GPLVM#; _gplvm = gplvm ; del gplvm
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from models_modules.bcgplvm import BCGPLVM#; _bcgplvm = bcgplvm; del bcgplvm
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from models_modules.sparse_gplvm import SparseGPLVM#; _sparse_gplvm = sparse_gplvm ; del sparse_gplvm
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from models_modules.warped_gp import WarpedGP#; _warped_gp = warped_gp ; del warped_gp
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from models_modules.bayesian_gplvm import BayesianGPLVM#; _bayesian_gplvm = bayesian_gplvm ; del bayesian_gplvm
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from models_modules.mrd import MRD#; _mrd = mrd; del mrd
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from models_modules.gradient_checker import GradientChecker#; _gradient_checker = gradient_checker ; del gradient_checker
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from models_modules.gp_multioutput_regression import GPMultioutputRegression#; _gp_multioutput_regression = gp_multioutput_regression ; del gp_multioutput_regression
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from models_modules.sparse_gp_multioutput_regression import SparseGPMultioutputRegression#; _sparse_gp_multioutput_regression = sparse_gp_multioutput_regression ; del sparse_gp_multioutput_regression
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from models_modules.gradient_checker import GradientChecker |