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: 2 months ago
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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 (about 2 years ago)
• Default Branch: main
• Last Pushed: 2025-03-17T19:57:00.000Z (4 months ago)
• Last Synced: 2025-03-30T07:16:18.542Z (3 months ago)
• Language: Julia
• Homepage:
• Size: 59.6 KB
• Stars: 8
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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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`)  |