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Hello,
is there a possibility for multiobjective optimisation?
e.g.
```
def f(x):
return np.sin(x[0]*x[1]), np.sin((x[0]*x[1])**2) # pseudoexample
bounds = [{'name': f'var_x', 'type':…
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Hi! When saving an ARD=True model using the 'models_file' argument, I get a ValueError that reads:
```ValueError: Wrong number of items passed 20, placement implies 4```
This doesn't happen when …
ghost updated
7 years ago
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When running `BayesianOptimization.run_optimization` sometimes the suggested point (`X_Batch`) can be outside of the feasible space of `f` as specified by bounds. This is raised in `bo.py` in line
…
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Hi,
I have a problem in which my X array being the input is a 10x2 array while the Y array is a 1x2. That means that all the X array should be evaluated in order to give the Y output of the model. Al…
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hi all,
I've been trying to create a back testing framework for a time series analysis that involves tuning a random forest with Bayesian optimization monthly for the last 10 years. each month is i…
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For me this simple example tries two random values for `f` and then gets stuck always retrying the same value.
Not sure if bug in Labwatch or in RoBO.
``` python
from sacred import Experiment
…
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Hello,
I attempt to run the following code:
```
from sacred import Experiment
from labwatch.assistant import LabAssistant
from labwatch.optimizers.random_search import RandomSearch
ex = Experi…
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Hi, I’m a student and learning about BayesianOptimization rencently. I’m trying to make fabolas compactible to George 0.3.1 and I think I did it. And I hope I can give you some suggestions:
1. I sugg…
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The rBayesianOptimization sometimes generates an error `Non-finite value supplied by optim` during the iteration.
The numbers of round in which I get this error are different every time.
Below is my…
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Hi,
I want to explain my problem with the example in the website: https://www.blopig.com/blog/wp-content/uploads/2019/10/GPyOpt-Tutorial1.html
The codes are:
import GPyOpt
from GPyOpt.methods imp…