MatCoupLy

Contents:

  • About MatCoupLy
  • Installing MatCoupLy
  • What are coupled matrix factorizations?
  • Fitting coupled matrix factorization models
  • Gallery of examples
    • Examining effect of adding more components
    • Simple example with simulated non-negative components.
    • PARAFAC2 for semiconductor etch analysis
    • Detecting behavioural patterns in bike sharing data
    • Determine the number of components through replicability analysis
    • Example with custom penalty class for unimodality for all but one component
  • Example notebooks
  • API Reference
  • Contribution guidelines
  • References
MatCoupLy
  • Gallery of examples
  • View page source

Gallery of examples

Examining effect of adding more components

Examining effect of adding more components

Simple example with simulated non-negative components.

Simple example with simulated non-negative components.

PARAFAC2 for semiconductor etch analysis

PARAFAC2 for semiconductor etch analysis

Detecting behavioural patterns in bike sharing data

Detecting behavioural patterns in bike sharing data

Determine the number of components through replicability analysis

Determine the number of components through replicability analysis

Example with custom penalty class for unimodality for all but one component

Example with custom penalty class for unimodality for all but one component

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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