Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/thummeto/distributedhyperopt.jl

DistributedHyperOpt.jl is a package similar to HyperOpt.jl, but explicitly focusing on distributed (multi-processing) hyperparameter optimization by design.
https://github.com/thummeto/distributedhyperopt.jl

Last synced: 15 days ago
JSON representation

DistributedHyperOpt.jl is a package similar to HyperOpt.jl, but explicitly focusing on distributed (multi-processing) hyperparameter optimization by design.

Host: GitHub
URL: https://github.com/thummeto/distributedhyperopt.jl
Owner: ThummeTo
License: mit
Created: 2023-06-29T06:47:57.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2024-01-19T17:59:47.000Z (11 months ago)
Last Synced: 2024-01-19T19:00:29.730Z (11 months ago)
Language: Julia
Homepage:
Size: 40 KB
Stars: 8
Watchers: 2
Forks: 0
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        ## What is DistributedHyperOpt.jl?

[*DistributedHyperOpt.jl*](https://github.com/ThummeTo/DistributedHyperOpt.jl) is a package similar to [*HyperOpt.jl*](https://github.com/baggepinnen/Hyperopt.jl), but explicitly focusing on distributed (multi-processing) hyperparameter optimization by design.

[![Test (latest)](https://github.com/ThummeTo/DistributedHyperOpt.jl/actions/workflows/TestLatest.yml/badge.svg)](https://github.com/ThummeTo/DistributedHyperOpt.jl/actions/workflows/TestLatest.yml)

[![Test (LTS)](https://github.com/ThummeTo/DistributedHyperOpt.jl/actions/workflows/TestLTS.yml/badge.svg)](https://github.com/ThummeTo/DistributedHyperOpt.jl/actions/workflows/TestLTS.yml)

## How can I use DistributedHyperOpt.jl?

1\. Open a Julia-REPL, switch to package mode using `]`, activate your preferred environment.

2\. Install [*DistributedHyperOpt.jl*](https://github.com/ThummeTo/DistributedHyperOpt.jl):

```julia-repl

(@v1.X) pkg> add "https://github.com/ThummeTo/DistributedHyperOpt.jl"

```

3\. If you want to check that everything works correctly, you can run the tests bundled with [*DistributedHyperOpt.jl*](https://github.com/ThummeTo/DistributedHyperOpt.jl):

```julia-repl

(@v1.X) pkg> test DistributedHyperOpt

```

4\. See the folder `examples` (or testing scripts) for examples.

## What is currently supported in DistributedHyperOpt.jl?

|                                   | Max. processes |

|-----------------------------------|----------------|

| Random Sampler                    | unlimited      |

| Hyperband (using Random Sampler)  | num. brackets (`s_max+1`)  |