https://github.com/waikato-datamining/multiway-algorithms

Java library of multi-way algorithms.
https://github.com/waikato-datamining/multiway-algorithms

dataprocessing java multiway-algorithms parafac

Last synced: about 2 months ago
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Java library of multi-way algorithms.

• Host: GitHub
• URL: https://github.com/waikato-datamining/multiway-algorithms
• Owner: waikato-datamining
• License: gpl-3.0
• Created: 2017-12-07T03:35:22.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2024-11-04T17:39:07.000Z (about 2 months ago)
• Last Synced: 2024-11-04T18:34:18.777Z (about 2 months ago)
• Topics: dataprocessing, java, multiway-algorithms, parafac
• Language: Java
• Homepage: https://waikato-datamining.github.io/multiway-algorithms/
• Size: 7.29 MB
• Stars: 1
• Watchers: 4
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# multiway-algorithms

Java library of multi-way algorithms.

For more documentation, go to:

[waikato-datamining.github.io/multiway-algorithms](https://waikato-datamining.github.io/multiway-algorithms/)

## Algorithms

Available algorithms:

* [Multi-linear PLS](http://onlinelibrary.wiley.com/doi/10.1002/(SICI)1099-128X(199601)10:1%3C47::AID-CEM400%3E3.0.CO;2-C/epdf)

* [Non-Negative Tensor Factorization (NTF)](https://dl.acm.org/citation.cfm?id=1102451)

* [PARAFAC](https://doi.org/10.1016/S0169-7439(97)00032-4)

* [Sequentially Orthogonalized Multilinear PLS (SONPLS)](https://doi.org/10.1016/j.chemolab.2017.03.002)

* [TwoWayPCA](http://models.life.ku.dk/sites/default/files/NPLS_Rver.zip)

## Maven

Add the following dependency in your `pom.xml`:

```xml

    

      nz.ac.waikato.cms.adams

      multiway-algorithms

      0.0.7

    

```