pymc-devs / pymc3 / 4176

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Gaussian process functions and classes (#1794)

* Added mean functions

* Added GP class and sample_gp

* Updates to GP class

* Fixed issue with mean functions. Updated GP-introduction notebook with new interface

* Used 2-stage integration with NUTS in second example of GP-introduction

* Removed redundant cell in GP-introduction

* Fixed test failures

* Fixed error in Polynomial call

* Enabled use of GP class for unobserved stochastics

* Added more GP tests

* Tweak GPTest to try and fix 2.7 test failure

191 of 191 new or added lines in 8 files covered. (100.0%)

9064 of 10624 relevant lines covered (85.32%)

2.72 hits per line