API Documentation

Warning

This project is still in its early development stages and is under active development. Users should expect significant structural and functional changes in future updates. Upcoming improvements will focus on enhancing dictionary training processes and further modularizing utility functions to improve usability and performance.

Below is an overview of the available modules in the CLAWDIA package.

• clawdia.dictionaries
  • DictionaryLRSDL
  • DictionarySpams
  • load()
  • save()
• clawdia.estimators
  • doverlap()
  • dssim()
  • find_merger()
  • imatch()
  • inner_product_weighted()
  • issim()
  • match()
  • medse()
  • mse()
  • overlap()
  • residual()
  • snr()
  • softmax()
  • ssim()
• clawdia.lib
  • Notes
  • abs_normalize()
  • extract_patches()
  • l2_normalize()
  • reconstruct_from_patches_1d()
  • semibool_bisect()
  • Custom Exceptions
• clawdia.pipeline
  • Pipeline
• clawdia.plotting
  • plot_confusion()
  • plot_dictionary()