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Small convenience function for extracting fixed_inputs, fixed inputs can be set to their mean, median, or zero

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Alan Saul 2016-03-24 15:24:53 +00:00
parent 9defc07672
commit 597eddcc81
2 changed files with 53 additions and 3 deletions
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GPy/plotting/matplot_dep/util.py
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@ -1,5 +1,5 @@
#===============================================================================
# Copyright (c) 2015, Max Zwiessele
# Copyright (c) 2016, Max Zwiessele, Alan saul
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
@ -131,6 +131,7 @@ def fixed_inputs(model, non_fixed_inputs, fix_routine='median', as_list=True, X_
:param as_list: if true, will return a list of tuples with (dimension, fixed_val) otherwise it will create the corresponding X matrix
:type as_list: boolean
"""
from ...inference.latent_function_inference.posterior import VariationalPosterior
f_inputs = []
if hasattr(model, 'has_uncertain_inputs') and model.has_uncertain_inputs():
X = model.X.mean.values.copy()