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Added initial version of the refactored EP

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esiivola 2017-06-01 02:40:01 +03:00
parent 7d996e79e9
commit a5c06b195d
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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