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Hi, I've noticed that trying to draw samples from a conditioned GP _sometimes_ returns ```nan```s if the kernel argument in ```condition()``` is not ```None``` using version 0.2.3. I've attached a sim…
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I recently found about NESSAI and I'm trying to implement some of my analysis of radial velocity time-series (for exoplanets) to test the performance compared to dynesty, as I have a few problems whic…
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**Describe the bug**
Unable to save traces to file, which is essential for running code on a cluster.
**To Reproduce**
Follow the case study **Fitting TESS data** (https://gallery.exoplanet.codes…
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Hey,
I noticed that when I use optimize_hyperparameters (with multiple random starts) in succession, I obtain the message:
"Exception RuntimeError: RuntimeError('cannot join current thread',) in ig…
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I'm using GraphConvModel to train for 3 tasks. Since the results weren't very good I used GPGO hyperparameter optimization. I use deepchem version '2.1.1'.
These are the optimized hyperparameters …
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Hi @dfm,
I noticed that there is a factor of 10 increase in the runtime of the quasisep kernels in the newest version of tinygp. So, I rerun your benchmark notebook in the documentation to test out…
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Hello,
I would like to generate Conditional simulation of gaussian processes on a "fine" grid (> 10 000 points). It is currently impossible (memory limitation) on my personal computer, using OT v1.…
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```
Ryan Adams
CS281: Advanced Machine Learning
Harvard University, Fall 2013
https://seas.harvard.edu/courses/cs281/
```
HT @rahuldave
Great outline, see also course textbooks in specific…
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@karlnapf
Inference methods in the latest GPML toolkit `http://www.gaussianprocess.org/gpml/code/matlab/doc/README` are unified. It will be great if we can unify inference methods in shogun.
```
…
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Currently runs in serial (through usual `MultiOutputGP` python class), since can't pickle GaussianProcessGPU for multiprocessing
Options to fix:
- ~Run each output GP serially (for the initial ver…
ots22 updated
3 years ago