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mlpro-int-openml

MLPro: Integration OpenML

https://github.com/fhswf/mlpro-int-openml

Science Score: 75.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
    Found 3 DOI reference(s) in README
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    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
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    Institutional organization owner
    Organization fhswf has institutional domain (fh-swf.de)
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    JOSS paper metadata
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    Scientific vocabulary similarity
    Low similarity (11.0%) to scientific vocabulary

Keywords

machine-learning mlpro-extension openml wrapper
Last synced: 6 months ago · JSON representation ·

Repository

MLPro: Integration OpenML

Basic Info
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 2
  • Releases: 5
Topics
machine-learning mlpro-extension openml wrapper
Created about 2 years ago · Last pushed 7 months ago
Metadata Files
Readme License Citation Zenodo

README.md

CI Documentation Status PyPI version <!--- Anaconda-Version Badge Anaconda-Downloads Badge ---> PyPI Total Downloads PyPI Last Month Downloads DOI

MLPro-Int-OpenML - Integration of OpenML into MLPro

Welcome to MLPro-Int-OpenML, an extension to MLPro to integrate the scientific data provider OpenML. MLPro is a middleware framework for standardized machine learning in Python. It is developed by the South Westphalia University of Applied Sciences, Germany, and provides standards, templates, and processes for hybrid machine learning applications. OpenML, in turn, provides a vast amount of sample datasets, combined with a benchmark systematics to enable a standardized assessment of ML algorithms.

MLPro-Int-OpenML provides wrapper classes that enable the use of OpenML datasets in your MLPro applications. The use of these wrappers is illustrated in example programs.

Learn more

MLPro - The integrative middleware framework for standardized machine learning in Python
MLPro-Int-OpenML - Integration of OpenML into MLPro
OpenML - A worldwide machine learning lab

Owner

  • Name: Fachhochschule Südwestfalen
  • Login: fhswf
  • Kind: organization
  • Location: Iserlohn, Germany

Wir geben Impulse!

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
title: "Github repository fhswf/MLPro-Int-OpenML"
authors:
- family-names: "Arend"
  given-names: "Detlef"
  orcid: "https://orcid.org/0000-0002-8315-2346"
  affiliation: "South Westphalia University of Applied Sciences, Germany"
- family-names: "Yuwono"
  given-names: "Steve"
  orcid: "https://orcid.org/0000-0001-7570-2726"
  affiliation: "South Westphalia University of Applied Sciences, Germany"
- family-names: "Baheti"
  given-names: "Laxmikant Shrikant"
  affiliation: "South Westphalia University of Applied Sciences, Germany"
- family-names: "Schwung"
  given-names: "Andreas"
  orcid: "https://orcid.org/0000-0001-8405-0977"
  affiliation: "South Westphalia University of Applied Sciences, Germany"
license: "Apache-2.0"
version: "1.0.1"
date-released: 2025-04-13
doi: 10.5281/zenodo.15206724
url: "https://github.com/fhswf/MLPro"

GitHub Events

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  • Pull request event: 1
Last Year
  • Create event: 4
  • Issues event: 5
  • Release event: 3
  • Push event: 13
  • Pull request event: 1