CR-Sparse v0.3.0

[shailesh1729]

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

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This discussion was created from the release CR-Sparse v0.3.0.