mlpro-int-scikit-learn

MLPro: Integration scikit-learn

https://github.com/fhswf/mlpro-int-scikit-learn

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
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 3 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Academic email domains
  • Institutional organization owner
    Organization fhswf has institutional domain (fh-swf.de)
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (9.9%) to scientific vocabulary

Keywords

machine-learning mlpro-extension online-machine-learning scikit-learn wrapper
Last synced: 6 months ago · JSON representation ·

Repository

MLPro: Integration scikit-learn

Basic Info
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 2
  • Releases: 0
Topics
machine-learning mlpro-extension online-machine-learning scikit-learn wrapper
Created about 2 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation Zenodo

README.md

CI Documentation Status PyPI version PyPI Total Downloads PyPI Last Month Downloads DOI

MLPro-Int-scikit-learn - Integration of scikit-learn into MLPro

Welcome to MLPro-Int-scikit-learn, an extension to MLPro to integrate the scikit-learn package. 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. Scikit-learn, in turn, provides numerous state-of-the-art algorithms for a vast amount of machine learning topics.

MLPro-Int-scikit-learn provides wrapper classes that enable the use of scikit-learn algorithms and data streams in your MLPro applications. The use of these wrappers is illustrated in various example programs.

Learn more

MLPro - The integrative middleware framework for standardized machine learning in Python
MLPro-Int-scikit-learn - Integration of scikit-learn into MLPro
Scikit-learn - Machine Learning in Python

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-scikit-learn"
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"
license: "Apache-2.0"
version: "0.4.0"
date-released: 2025-07-23
doi: 10.5281/zenodo.11159759
url: "https://github.com/fhswf/MLPro-Int-scikit-learn"

GitHub Events

Total
  • Create event: 6
  • Release event: 4
  • Issues event: 19
  • Delete event: 3
  • Issue comment event: 1
  • Member event: 1
  • Push event: 40
  • Pull request event: 8
Last Year
  • Create event: 6
  • Release event: 4
  • Issues event: 19
  • Delete event: 3
  • Issue comment event: 1
  • Member event: 1
  • Push event: 40
  • Pull request event: 8

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 8
  • Total pull requests: 3
  • Average time to close issues: 7 days
  • Average time to close pull requests: 11 days
  • Total issue authors: 2
  • Total pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 8
  • Pull requests: 3
  • Average time to close issues: 7 days
  • Average time to close pull requests: 11 days
  • Issue authors: 2
  • Pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • detlefarend (13)
  • mlpro-admin (1)
Pull Request Authors
  • detlefarend (9)
Top Labels
Issue Labels
admin (6) refactoring (4) next release (4) quality (3) enhancement (3) bug (1) OA-AD (1) documentation (1)
Pull Request Labels
OA-AD (5) OA (2) documentation (1) next release (1) admin (1)