From bdc89170d423591f78893da199b7c33fc255e55f Mon Sep 17 00:00:00 2001 From: James Hensman Date: Thu, 31 Jan 2013 13:34:30 +0000 Subject: [PATCH] added a Gaussian likelihood class --- GPy/likelihoods/Gaussian.py | 16 ++++++++++++++++ GPy/likelihoods/__init__.py | 3 +++ 2 files changed, 19 insertions(+) create mode 100644 GPy/likelihoods/Gaussian.py create mode 100644 GPy/likelihoods/__init__.py diff --git a/GPy/likelihoods/Gaussian.py b/GPy/likelihoods/Gaussian.py new file mode 100644 index 00000000..2397ce38 --- /dev/null +++ b/GPy/likelihoods/Gaussian.py @@ -0,0 +1,16 @@ +import numpy as np + +class Gaussian: + def __init__(self,data,variance=1.,normalise=False): + self.data = data + if normalise: + foo + self._variance = variance + def _get_params(self): + return np.asarray(self.variance) + def _set_params(self,x): + self._variance = x + def fit(self): + pass + def _gradients(self,foo): + return bar(foo) diff --git a/GPy/likelihoods/__init__.py b/GPy/likelihoods/__init__.py new file mode 100644 index 00000000..d1369c43 --- /dev/null +++ b/GPy/likelihoods/__init__.py @@ -0,0 +1,3 @@ +from EP import EP +from Gaussian import Gaussian +# TODO: from Laplace import Laplace