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Ex:
```python
from bayes_opt import BayesianOptimization
black_box_function = lambda x, y: -x ** 2 - (y - 1) ** 2 + 1
pbounds = {'x': (2, 4), 'y': (-3, 3)}
optimizer = BayesianOptimizatio…
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**Describe the bug**
When running the optimize step, I get a strange error which keeps reproducing after the 520th iteration. Sometimes it can work fine when I lower the starting points/iterations. I…
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### Context
Recently, further scripts and tests for deploying CKF in an airgapped environment were merged and I am grateful for these contributions.
Based on them I tried deploying stable/1.8 in a…
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Hello, I have some observed samples and I want to provide them to `BayesianOptimization` as init points. Does there exist some APIs to implement this function?
Or should I manually add some sample in…
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Hyperopt always returns the best observed instead of estimated value, which makes it hardly usable if the objective function is very noisy. Below a very simple example of minimising a noisy parabola w…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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### Bug Description
katib-controller breaks using OCI image v0.16.0-rc.1
### To Reproduce
```bash
# juju download katib-controller --channel 0.15/edge
Fetching charm "katib-controller" using "0.1…
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We have a cost function that uses some expensive-to-compute objects that remain constant across iterations. It would be nice to pass these to the cost function explicitly. Is this possible? If not, I …
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Doesn't work with *args or **kwargs. I want to be able to optimize around 300 variables, I cannot just write them in the function input as they exceed python maximum, but when I try to add *args, it c…
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### Reason/inspiration (optional)
## Bayesian Optimization
### Type of Edit
Add new content.
### Description
- Basic description of the concept of Bayesian optimization.
- Types of surro…