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Graph regularized NMF implementation

Notes

  • The current structure follows the example files structure in nimfa
  • COIL20 image dataset is used as one of the testing dataset
  • The algorithm iterates 100x and manages to produce decreasing objective function values

Main todo list

  • Test with lambda = 0
  • Compare the result with the paper using the accuracy
  • Test divergence method
  • Create README for testing

Variables naming

image

(instead of V = W x H)

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Graph regularized NMF implementation

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