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https://github.com/ahmed-bayoumy/nobm

Benchmarking suite for DFO algorithms

https://github.com/ahmed-bayoumy/nobm

Science Score: 13.0%

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    Low similarity (5.5%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Benchmarking suite for DFO algorithms

Basic Info
  • Host: GitHub
  • Owner: Ahmed-Bayoumy
  • License: lgpl-2.1
  • Language: Python
  • Default Branch: DEV
  • Size: 925 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 4 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License

README.md

NOBM

Benchmarking suite for non-linear optimization algorithms

Version 1.0.1

Testing suite aims to benchmark derivative-free optimization (DFO) algorithms mainly 'OMADS.py' and multidisciplinary design optimization (MDO) algorithms

License & copyright

© Ahmed H. Bayoumy

Installation

```commandline $ pip install NOBM

```

How to use

After installing the libraries listed in the requirements.txt, NOBM can be imported in the optimization solver code. For benchmarking OMADS, the path of the JSON template, which contains the problem setup, should be entered as an input argument to the OMADS.py call.

commandline python BMDFO.py uncon .\tests

commandline from NOBM.toy import *

Owner

  • Name: Ahmed Bayoumy
  • Login: Ahmed-Bayoumy
  • Kind: user
  • Location: Montreal, QC, Canada
  • Company: McGill University

GitHub Events

Total
Last Year

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 0
  • Total pull requests: 5
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 5
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Top Authors
Issue Authors
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  • Ahmed-Bayoumy (5)
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Packages

  • Total packages: 1
  • Total downloads:
    • pypi 33 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 5
  • Total maintainers: 1
pypi.org: nobm

Python package that benchmark DFO algorithms mainly OMADS.

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 33 Last month
Rankings
Dependent packages count: 10.1%
Dependent repos count: 21.6%
Forks count: 29.8%
Average: 31.1%
Stargazers count: 38.8%
Downloads: 55.4%
Maintainers (1)
ahbayoum
Last synced: 11 months ago

Dependencies

pyproject.toml pypi
setup.py pypi
  • numpy *
  • pandas *
  • setuptools >=58.1.0