gpflow

Multi-output GP with multi-inputs?

馋奶兔 提交于 2019-12-13 03:31:09
问题 I am trying to implement a multi-output GP in GPFlow with multi-dimensional input data. I have seen from this issue in GPflow that a multi-dimensional input is possible by 'define a multidimensional base kernel and then apply the coregion on top of that'. I have written the following code, I know for isotopic data (all outputs are obtained) one can use something alternatively like described in this notebook but here as I need to try ICM so let's continue with the code below. However, when I

ImportError: cannot import name 'AdamOptimizer' in gpflow

帅比萌擦擦* 提交于 2019-12-06 22:04:32
I want to use AdamOptimizer with GPFlow, however I cannot import it as suggested as the source code in this link (line 26) specifies. I am unsure what I am missing. I have tried with different gpflow versions (1.1.1 and 1.3). Thanks Artem Artemev I guess it happens because you are using TF >=1.14. The released GPflow packages <= 1.4.1 support TF <=1.13.1 only. The GPflow develop branch now does support TF 1.14, but this has not yet been released. There is an unofficial (in progress) GPflow2 with TF 2.0 support, if you are interested. This issue is now fixed in GPflow develop. See https:/