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CR-Sparse v0.3.0

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@shailesh1729 shailesh1729 released this 27 Aug 14:11
· 129 commits to main since this release

Added

Indicators

  • zero
  • singleton
  • affine
  • box
  • box affine
  • conic
  • l2 ball
  • l1 ball

Projectors

  • zero
  • identity
  • singleton
  • affine
  • box
  • conic
  • l2 ball
  • l1 ball

Linear operators

Proximal operators

  • zero
  • 1l
  • l2
  • l1 positive
  • l1 ball
  • ordered weighted l1

Smooth functions

  • constant
  • entropy
  • huber
  • linear
  • logdet
  • quad matrix

First order methods

  • l1 regulated least square
  • smooth conic dual solver
  • lasso
  • ordered weighted l1 regularized least squares
  • dantzig smooth conic dual
  • basis pursuit smooth conic dual

Removed

  • Common utility functions, linear algebra routines
    and basic signal processing functions have been refactored into a separate
    library CR-Nimble
  • Wavelets related functionality has been refactored into a separate
    library CR-Wavelets

Misc

  • Support for JAX 0.3.14