kurobako | A black-box optimization benchmark tool

by optuna Rust Version: 0.2.9 License: MIT

X-Ray Key Features Code Snippets(1)Community Discussions Vulnerabilities Install Support

kandi X-RAY | kurobako Summary

kurobako is a Rust library. kurobako has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

[Docker Hub] kurobako is a command-line tool to benchmark black-box optimization algorithms. Features: - It has the capability to support wide range of optimization problems: - various search sapce: - Continuous numerical, discrete numerical and categorical - Uniform distribution and log uniform distribution - Conditional - Constrainted problems - Multi-objective problems - Generating a markdown report and PNG plots from benchmarking results - Easy to add user-defined optimization problems and solvers - Simulating a concurrent environment in which an optimization process is executed by multiple workers simultaneously - Reproducible.

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Quality

Security

License

Reuse

Support

kurobako has a low active ecosystem.

It has 59 star(s) with 6 fork(s). There are 8 watchers for this library.

It had no major release in the last 12 months.

There are 7 open issues and 9 have been closed. On average issues are closed in 43 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of kurobako is 0.2.9

Quality

kurobako has 0 bugs and 0 code smells.

Security

kurobako has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

kurobako code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

kurobako is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

kurobako releases are available to install and integrate.

Installation instructions, examples and code snippets are available.

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kurobako Key Features

No Key Features are available at this moment for kurobako.

kurobako Examples and Code Snippets

Usage Example

Rust

Lines of Code : 21

License : Permissive (MIT)

Copy

// Define solver.
$ kurobako solver random | tee solver.json
{"random":{}}

// Define problem.
$ curl -OL http://ml4aad.org/wp-content/uploads/2019/01/fcnet_tabular_benchmarks.tar.gz
$ tar xf fcnet_tabular_benchmarks.tar.gz && cd fcnet_tabula

Community Discussions

No Community Discussions are available at this moment for kurobako.Refer to stack overflow page for discussions.

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install kurobako

Precompiled binaries for Linux are available in the [releases] page.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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