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Added initial version of the refactored EP

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esiivola 2017-06-01 02:40:01 +03:00 • committed by Akash Kumar Dhaka
parent 0d06dc3b4e
commit 7c4e2f21f8
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GPy/inference/latent_function_inference/expectation_propagation.py
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# Copyright (c) 2012-2014, 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)
import numpy as np import numpy as np
import itertools
from ...util.linalg import jitchol, DSYR, dtrtrs, dtrtri, pdinv, dpotrs, tdot, symmetrify from ...util.linalg import jitchol, DSYR, dtrtrs, dtrtri, pdinv, dpotrs, tdot, symmetrify
from paramz import ObsAr from paramz import ObsAr
from . import ExactGaussianInference, VarDTC from . import ExactGaussianInference, VarDTC