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Hi!
In the process of getting to know GPy well enough to help with the docs, I'm trying to understand how GPy uses [`paramz.parameterized`](https://paramz.readthedocs.io/en/master/paramz.html#modul…
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Hi, I'm doing Bayesian optimization for a contextual problem based on GPy
I define kernel of the parameter and kernel of the context given user-defined variance and lengthscale, and the kernel of the…
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I am trying to learn SVI-GP using the example given from GPy tutorial
```python
import GPy
import numpy as np
import climin
N = 5000
X = np.random.rand(N)[:, None]
Y1 = np.sin(6*X) + 0.1*…
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Hello,
I have installed GPy before using pip install Gpy. Then By mistake, I delete my anaconda's path, I guess it's still on my computer but I couldn't reach it. So I install a new one. Then the p…
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System information:
sysname='GPy'
nodename='GPy'
release='1.18.2.r7'
version='v1.8.6-849-df9f237 on 2019-05-14'
machine='GPy with ESP32'
When configuring a socket to use a timeout, if the sock…
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I set the Possion distribution pdf as my GP likelihood, and want to use hmc method to infer its parameter. Here is my code as follows:
```
poisson_likelihood = GPy.likelihoods.Poisson()
kernel = …
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Hi,
I am currently trying to run optimization on Gpyopt in a 4-D mixed domain with bound definition:
```
mixed_domain = [{'name': 'Defect type', 'type': 'categorical', 'domain': range(len(unique_…
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Hi,
I have a weird problem while using GPy in HPC (Sharc). When I tried to run a deep GP using a very small training dataset (500 points), GPy kept giving me the following error during the optimiza…
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Excuse me,I am a beginner at GPy.And I am feel uncertain about how to download this tutorial.Does anyone can help me about that?Thanks a lot!
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The current MOGPR implementation can be quite heavy, especially when computing/training a new model per timeseries, but also the basic inference.
The main work for this is being done in the GPy lib…