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The [Bayesian Optimization Example with WarpX](https://optimas.readthedocs.io/en/latest/examples/bo_with_warpx.html) seems to be outdated and is failing.
I tried it interactively on one Perlmutter …
n01r updated
2 months ago
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Hello,
Currently we are use michaelis-menten or the sigmoid curves to optimize the budget allocation.
Is there a way to use the model parameters to predict on unseen data.
In simpler terms, I hav…
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We should make a module on top of pyro for bayesian optimization. (This could initially live in contrib.)
Now that we have working GPs it should be pretty straightforward to implement standard BO. …
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We need an interface, similar to the grid API, for doing BO in H2O.
This task is composed of
- [ ] https://github.com/h2oai/h2o-3/issues/15834
- [ ] https://github.com/h2oai/h2o-3/issues/15835
…
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Can you point me to an example, using Stheno, of Bayesian Optimization with an objective that considers exploration and exploitation?
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It seems that GPR library implements the core primitive used in Bayesian optimization, does it make sense to provide a high-level module for Bayesian optimization itself? With user-friendly interface …
Lupus updated
3 years ago
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Sub-issue of https://github.com/h2oai/h2o-3/issues/6516
This issue is meant to track papers and frameworks we might want to research. (In random order)
# Papers
- [ ] A Tutorial on Bayesian Opt…
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https://github.com/JasperSnoek/spearmint
http://people.seas.harvard.edu/~jsnoek/software.html
http://fastml.com/tuning-hyperparams-automatically-with-spearmint/
http://www.johnmyleswhite.com/notebo…
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Bayes search seems to converge on an invalid search space.
Need to fix gaussian process update.
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I have run the expirements with DVAE and in bayesian optimization i get the following results in best_arc_scores.txt :
![118801345_672853366922853_1482046152836433382_n](https://user-images.githubuse…