MatCoupLy
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Contents:
About MatCoupLy
Installing MatCoupLy
What are coupled matrix factorizations?
Fitting coupled matrix factorization models
Gallery of examples
Example notebooks
API Reference
Contribution guidelines
References
MatCoupLy
Welcome to MatCoupLy’s documentation!
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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
Read the Docs
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