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inalan-turing-institute/mogp-emulator (press backspace or delete to remove)

Summary This issue relates to the docstring of the kernel_f method in mogp_emulator.Kernel.KernelBase. The docstring says the params argument should be 1-D with length one greater than the last dimension ...
  • thawes-rse
  • Opened 
    on Jan 27, 2024
  • #253

Hello, Can you please explain why on line 679 in GaussianProcess.py, the self.current_logpost is computed as below which does not include the mean function np.dot(self._dm, self.theta.mean) self.current_logpost ...
  • XiaoyuHy
  • Opened 
    on May 18, 2023
  • #250

1. When increasing the number of emulators from 500 to 1000, MultiOutputGP_GPU gave error message: dlib optimization failed: The objective function generated non-finite outputs 2. When increasing the ...
  • CeciliaKaiyu
  • Opened 
    on Oct 26, 2022
  • #247

Currently, the MICE algorithm uses the old capabilities of GPs and hasn t been adapted for the analytical mean function. This means that the fitting won t work if using a mean function (if just fitting ...
  • edaub
  • Opened 
    on Sep 14, 2022
  • #246

Hi MOGP developing team, I met a RAM exceeding problems when I use gKDR for a 40k dimensional dataset and the it was quite slow to solve a 641d problem. I am raising the issue for a potential optimisation ...
  • yyimingucl
  • 3
  • Opened 
    on Aug 24, 2022
  • #242

In the README, it says patsy is strongly recommended and talks about the optional requirements text file. However, the requirements.txt file implies that patsy is a requirement and not just a strong recommendation. ...
  • krishnakumarg1984
  • 1
  • Opened 
    on Aug 3, 2022
  • #241

Would it be possible to add an example submission script for running MOGP on CSD3 GPUs?
  • Devaraj-G
  • Opened 
    on Jul 31, 2022
  • #240

I am new to the mean function interface and apologise if this is a trivial issue... I want to do GP regression with 5-dimensional input space and 1-dimensional output. I am trying to specify a mean function ...
  • joshnevin
  • Opened 
    on Jul 28, 2022
  • #239

The demo scripts are an important resource for new users. If these don t work, the software won t be accessible to new users. We should set up the CI to run the demos (they are quick, as opposed to benchmarks ...
  • edaub
  • Opened 
    on Jun 1, 2022
  • #237

We have several demos showing how to use the code that have not been updated to correctly show how to use the new GP class. These need to be fixed to ensure that the software is usable and all the examples ...
  • edaub
  • Opened 
    on Jun 1, 2022
  • #235
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