From 11a9e530593d2a0e214b4420c6ce7955a578455c Mon Sep 17 00:00:00 2001 From: James Hensman Date: Fri, 12 Apr 2013 22:45:24 +0100 Subject: [PATCH] more manual merging --- GPy/examples/dimensionality_reduction.py | 9 --------- 1 file changed, 9 deletions(-) diff --git a/GPy/examples/dimensionality_reduction.py b/GPy/examples/dimensionality_reduction.py index 072ae988..0e68e7f7 100644 --- a/GPy/examples/dimensionality_reduction.py +++ b/GPy/examples/dimensionality_reduction.py @@ -43,21 +43,12 @@ def BGPLVM(seed=default_seed): return m -<<<<<<< HEAD def GPLVM_oil_100(optimize=True): data = GPy.util.datasets.oil_100() # create simple GP model kernel = GPy.kern.rbf(6, ARD = True) + GPy.kern.bias(6) m = GPy.models.GPLVM(data['X'], 6, kernel=kernel) -======= -def GPLVM_oil_100(optimize=True, M=15): - data = GPy.util.datasets.oil_100() - - # create simple GP model - kernel = GPy.kern.rbf(6, ARD=True) + GPy.kern.bias(6) - m = GPy.models.GPLVM(data['X'], 6, kernel=kernel, M=M) ->>>>>>> f6b98160a7c0ace6ca5f795aeb878d30b8aaf6a4 m.data_labels = data['Y'].argmax(axis=1) # optimize