cmaes

cmaes copied to clipboard

# `mean` is mutable I know this might technically not be a bug, more so than a slight inconvenience. ## Expected Behavior For a school project, I want to benchmark...

Josef-Hlink

CI is failed at #109 due to the changes of black. I reformatted the code with black 22.3.0, the latest version to resolve CI issue.

c-bata

Run tests with Python 3.10

1

This PR aims to support Python 3.10. Note that `3.10` must be quoted, otherwise tests are executed with Python 3.1.

c-bata

## TODO * [ ] https://github.com/CyberAgent/cmaes/blob/main/cmaes/cma.py

c-bata

This is a followup task for https://github.com/CyberAgent/cmaes/pull/87

c-bata

Links: * https://developer.github.com/v3/actions/artifacts/ * https://github.com/orisano/artifacts-unzip-proxy/ TODOs: * [x] Upload kurobako results to Artifacts. * [x] Detects whether opened from forked repositories or not. * [ ] Get Artifacts URL *...

c-bata

Hello, currently I'm trying to implement the **local meta-model** CMAES algorithm from this [paper](https://hal.inria.fr/hal-00825840/document) with the help of your repository. I already plotted to see how the algorithm works. Here...

joshnah

[WIP] add initial version of CMA-ES with Margin

8

The initial implementation of [CMA-ES with Margin](https://arxiv.org/abs/2205.13482). I haven't had enough time to test it carefully, but I have checked that it works properly for the script below. ```python import...

nomuramasahir0

# Plan I will introduce [CR-FM-NES](https://arxiv.org/abs/2201.11422), which is suited for high-dimensional problems. CR-FM-NES shows better performance than scalable baseline methods such as VD-CMA and Sep-CMA in typical benchmark problems with...

nomuramasahir0

Scipy Dependency

4

# Discussion Now I'm trying to introduce [CMA-ES with Margin](https://dl.acm.org/doi/abs/10.1145/3512290.3528827), and I'm thinking of putting scipy dependency into this repository. Specifically, I'd like to use `chi2.ppf` in the following. https://github.com/scipy/scipy/blob/v1.9.1/scipy/stats/_continuous_distns.py#L1343-L1407...

nomuramasahir0