Welcome to MatCoupLy’s documentation!

Contents:

• About MatCoupLy
• Installing MatCoupLy
  • Optional functionality
• What are coupled matrix factorizations?
  • Factor weights and the scale indeterminacy of CMF models
  • Constraints and uniqueness
• Fitting coupled matrix factorization models
  • Objective function
  • Optimization
  • ADMM and the feasibility gap
  • Penalty-functions
  • Stopping conditions
• Gallery of examples
• Example notebooks
  • Comparing the accuracy of different models
• API Reference
  • Decomposition class
  • Factorizing a dataset
  • Regularization penalties and constraints
  • Generating random coupled matrix factorizations
  • Example datasets
• Contribution guidelines
  • How to contribute
  • Development environment
  • Style guide
  • Unit tests
  • Documentation
• References

Indices and tables

• Index

• Module Index

• Search Page