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Module dictionary_learning

Module dictionary_learning 

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DictionaryLearning — sparse dictionary learning à la Mairal-Bach- Ponce-Sapiro (2009). Alternating scheme:

  1. Fix the dictionary D, solve LASSO for the sparse codes α.
  2. Fix the codes, update D column-wise via a projected gradient step that renormalises to the unit ball.

Structs§

DictionaryLearning
Fitted DictionaryLearning.