bayesmark

bayesmark copied to clipboard

Hello, just mentioning that the option used for Nevergrad in your plots is OnePlusOne. As pointed out during early stages of BayesMark, OnePlusOne is certainly not the best tool for...

teytaud

Is it possible to add new optimization problems?

1

Instead of using the sklearn models, is it possible to add new optimization problems in bayesmark?

Alaya-in-Matrix

Bumps [pyyaml](https://github.com/yaml/pyyaml) from 5.1.1 to 5.4. Changelog Sourced from pyyaml's changelog. 5.4 (2021-01-19) yaml/pyyaml#407 -- Build modernization, remove distutils, fix metadata, build wheels, CI to GHA yaml/pyyaml#472 -- Fix for...

dependabot[bot]

Changing PosixPath to Path in cmd_parse.py

1

Fixes #14

ghost

Issue: Running Bayesmark on Windows using Cygwin throws an exception in cmd_parse.py. This is because PosixPath does not work in Windows. Resolution: Instead of using PosixPath, use Path instead. Instantiating...

ghost

bayesmark/build_wheel.sh is using sdist command and therefore not building a wheel file

RazHoshia

How is {log, logit, bilog} determined in `bayesmark/sklearn_func.py`?

1

Thanks for a great project. I'm using the benchmarking function in `bayesmark/sklearn_func.py`. This file defines several benchmark functions using `sklearn`. A "space" is defined for each function's hyperparameters. How is...

HideakiImamura

Explanation to the 'visible_to_opt' and 'generalization'

2

I found no explanation of the `visible_to_opt` and `generalization` in the documentation, are they some kind of linear transformation to the normalized mean score?

Alaya-in-Matrix

Put the import of `gitpython` in a try-except because it is not needed for the version number when installing off the wheel (`PyPI`).

rdturnermtl

Allow the user to call experiments with an argument file: commands can be called like `bayesmark-exp --args args.yaml` instead of specifying arguments. All the arguments are simply in the `yaml`...

rdturnermtl