BayesianOptimization

BayesianOptimization copied to clipboard

Poetry packaging

4

In this PR, I have recast the packaging mechanism to user [poetry](https://python-poetry.org/). This brings us line with latest python recommendations around packaging using a `pyproject.toml` file. Note that `setup.py` which...

bwheelz36

**Describe the solution you'd like** Once #458 is implemented, we can add a supported python versions badge to the readme using shields: https://shields.io/badges/py-pi-python-version note this won't work with current packaging...

bwheelz36

html docs: please review and suggest!

5

Hi everyone (particularly recent contributors @till-m, @fmfn, @leandrobbraga) I've set up the html docs to build through github workflows and build to a github page. every time there is a...

bwheelz36

Acquisition function API redesign

8

Redesign the way acquisition functions work. Content: - Deletes the `UtilityFunction` class and replaces it with a generic `AcquisitionFunction` base class - Delete `acq_max`, let each acquisition function handle the...

till-m

Implement `gp_hedge` acquisition function

10

**Is your feature request related to a problem? Please describe.** I'm trying to migrate from `scikit-optimize` to this package because it seems more actively maintained. However, in `scikit-optimize` the default...

pfebrer

feat(bayesian_optimization.py): Allow registering of temporary observations

13

Potential fix for #347

Rizhiy

bwheelz36

Parameter Types: Handling and Implementation

7

**Why?** Support for non-float parameters types is by far the most-request feature that this package doesn't have as of now. **Why this issue?** I would like to explicitly discuss if...

till-m

Convergence criteria

8

**Is your feature request related to a problem? Please describe.** Currently, only fixed number of iteration can be set to the optimizer. However, a convergence criteria would be useful. **Describe...

gaborantal

JOSS paper?

10

Hey @till-m and @fmfn Do you guys have any interest in writing up a ~2 page paper for the journal of open source software (JOSS)? https://github.com/openjournals/joss I think this package...

bwheelz36