From 4e541d854e40709e4651ca52c3d1d94c252c7539 Mon Sep 17 00:00:00 2001 From: Max Zwiessele Date: Wed, 5 Nov 2014 17:39:10 +0000 Subject: [PATCH] [examples] dim red bgplvm with missing data --- GPy/examples/dimensionality_reduction.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/GPy/examples/dimensionality_reduction.py b/GPy/examples/dimensionality_reduction.py index 0bac25a6..6b78f73f 100644 --- a/GPy/examples/dimensionality_reduction.py +++ b/GPy/examples/dimensionality_reduction.py @@ -368,7 +368,7 @@ def bgplvm_simulation_missing_data(optimize=True, verbose=1, max_iters=2e4, ): from GPy import kern - from GPy.models import BayesianGPLVM + from GPy.models.bayesian_gplvm_minibatch import BayesianGPLVMMiniBatch D1, D2, D3, N, num_inducing, Q = 13, 5, 8, 400, 3, 4 _, _, Ylist = _simulate_matern(D1, D2, D3, N, num_inducing, plot_sim) @@ -379,7 +379,7 @@ def bgplvm_simulation_missing_data(optimize=True, verbose=1, Ymissing = Y.copy() Ymissing[inan] = _np.nan - m = BayesianGPLVM(Ymissing, Q, init="random", num_inducing=num_inducing, + m = BayesianGPLVMMiniBatch(Ymissing, Q, init="random", num_inducing=num_inducing, kernel=k, missing_data=True) m.Yreal = Y