https://github.com/dkpro/dkpro-statistics

DKPro Statistics
https://github.com/dkpro/dkpro-statistics

Last synced: 3 months ago
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DKPro Statistics

• Host: GitHub
• URL: https://github.com/dkpro/dkpro-statistics
• Owner: dkpro
• License: apache-2.0
• Created: 2015-07-01T07:52:06.000Z (almost 11 years ago)
• Default Branch: main
• Last Pushed: 2025-07-12T01:29:43.000Z (12 months ago)
• Last Synced: 2025-08-22T21:24:25.837Z (10 months ago)
• Language: Java
• Homepage: https://dkpro.github.io/dkpro-statistics
• Size: 5.13 MB
• Stars: 13
• Watchers: 8
• Forks: 4
• Open Issues: 12
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGES.txt
  • Contributing: .github/CONTRIBUTING.md
  • License: LICENSE.txt

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README

          
[![Maven Central](https://maven-badges.herokuapp.com/maven-central/org.dkpro.statistics/dkpro-statistics/badge.svg?style=plastic)](https://maven-badges.herokuapp.com/maven-central/org.dkpro.statistics/dkpro-statistics)

# DKPro Statistics

DKPro Statistics is a collection of open-licensed statistical tools

written in Java. The software library is divided into the following modules:

* DKPro Agreement (dkpro-statistics-agreement) is a module for computing 

  multiple inter-rater agreement measures using a shared interface and data 

  model. Based on this model, the software allows for analyzing coding 

  (i.e., assigning categories to fixed items) and unitizing studies 

  (i.e., segmenting the data into codable units). The software has been 

  described in our COLING 2014 demo paper (see below). 

* DKPro Correlation (dkpro-statistics-correlation) is a module for 

  computing correlation and association measures. It is currently 

  under construction. 

* DKPro Significance (dkpro-statistics-significance) is a module for 

  assessing statistical significance. It is currently under construction. 

License and Availability

------------------------

The latest version of DKPro Statistics is available via Maven Central. 

If you use Maven as your build tool, then you can add DKPro Statistics 

as a dependency in your pom.xml file:

   org.dkpro.statistics

   dkpro-statistics

   2.1.0

In addition to that, you can add each of the modules described above 

separately (e.g., artifactId dkpro-statistics-agreement).

DKPro Statistics is available as open source software under the 

Apache License 2.0 (ASL). The software thus comes "as is" without any 

warranty (see license text for more details).

Publications and Citation Information

-------------------------------------

A more detailed description of DKPro Statistics is available in our 

scientific articles:

* Christian M. Meyer, Margot Mieskes, Christian Stab, and Iryna Gurevych:

  DKPro Agreement: An Open-Source Java Library for Measuring Inter-Rater 

  Agreement, in: Proceedings of the 25th International Conference on 

  Computational Linguistics: System Demonstrations (COLING), p. 105–109, 

  August 2014. Dublin, Ireland.

  

Please cite our COLING 2014 paper if you use the software in your 

scientific work.

Project Background

------------------

Prior to being available as open source software, DKPro Statistics has been 

a research project at the Ubiquitous Knowledge Processing (UKP) Lab of 

the Technische Universität Darmstadt, Germany. The following people have 

mainly contributed to this project (in alphabetical order):

* Richard Eckart de Castilho

* Iryna Gurevych

* Roland Kluge

* Christian M. Meyer

* Margot Mieskes

* Christian Stab

* Torsten Zesch

Project Homepage

----------------

* https://dkpro.github.io/dkpro-statistics/

* https://www.ukp.tu-darmstadt.de/software/dkpro-statistics/