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James Hensman 2014-11-21 11:52:28 +00:00
parent 6aae3a37c8
commit 384b6c70c5
8 changed files with 30 additions and 21 deletions
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3
GPy/inference/latent_function_inference/__init__.py
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# Copyright (c) 2012, James Hensman
# Licensed under the BSD 3-clause license (see LICENSE.txt)
__doc__ = """ __doc__ = """
Inference over Gaussian process latent functions Inference over Gaussian process latent functions

2
GPy/inference/latent_function_inference/dtc.py
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# Copyright (c) 2012, James Hensman # Copyright (c) 2012-2014, James Hensman
# Licensed under the BSD 3-clause license (see LICENSE.txt) # Licensed under the BSD 3-clause license (see LICENSE.txt)
from posterior import Posterior from posterior import Posterior

2
GPy/inference/latent_function_inference/exact_gaussian_inference.py
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# Copyright (c) 2012, GPy authors (see AUTHORS.txt). # Copyright (c) 2012-2014, GPy authors (see AUTHORS.txt).
# Licensed under the BSD 3-clause license (see LICENSE.txt) # Licensed under the BSD 3-clause license (see LICENSE.txt)
from posterior import Posterior from posterior import Posterior

2
GPy/inference/latent_function_inference/expectation_propagation.py
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# Copyright (c) 2012-2014, GPy authors (see AUTHORS.txt).
# Licensed under the BSD 3-clause license (see LICENSE.txt)
import numpy as np import numpy as np
from ...util.linalg import pdinv,jitchol,DSYR,tdot,dtrtrs, dpotrs from ...util.linalg import pdinv,jitchol,DSYR,tdot,dtrtrs, dpotrs
from posterior import Posterior from posterior import Posterior

3
GPy/inference/latent_function_inference/expectation_propagation_dtc.py
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# Copyright (c) 2012-2014, GPy authors (see AUTHORS.txt).
# Licensed under the BSD 3-clause license (see LICENSE.txt)
import numpy as np import numpy as np
from ...util import diag from ...util import diag
from ...util.linalg import mdot, jitchol, backsub_both_sides, tdot, dtrtrs, dtrtri, dpotri, dpotrs, symmetrify, DSYR from ...util.linalg import mdot, jitchol, backsub_both_sides, tdot, dtrtrs, dtrtri, dpotri, dpotrs, symmetrify, DSYR

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GPy/inference/latent_function_inference/inferenceX.py
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""" # Copyright (c) 2014, Zhenwen Dai
""" # Licensed under the BSD 3-clause license (see LICENSE.txt)
import numpy as np import numpy as np
from ...core import Model from ...core import Model
from ...core.parameterization import variational from ...core.parameterization import variational

2
GPy/inference/latent_function_inference/laplace.py
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# Copyright (c) 2013, 2014 GPy authors (see AUTHORS.txt). # Copyright (c) 2013, 2014 Alan Saul
# Licensed under the BSD 3-clause license (see LICENSE.txt) # Licensed under the BSD 3-clause license (see LICENSE.txt)
# #
#Parts of this file were influenced by the Matlab GPML framework written by #Parts of this file were influenced by the Matlab GPML framework written by

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GPy/inference/latent_function_inference/var_dtc_parallel.py
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# Copyright (c) 2012, GPy authors (see AUTHORS.txt). # Copyright (c) 2014, GPy authors (see AUTHORS.txt).
# Licensed under the BSD 3-clause license (see LICENSE.txt) # Licensed under the BSD 3-clause license (see LICENSE.txt)
from posterior import Posterior from posterior import Posterior