Version 0.0.2

Change Summary

• Additional optimization algorithms: Linearized ADMM and PDHG.
• Additional Abel transform and array slicing linear operators.
• Additional nuclear norm functional.
• New module scico.ray.tune providing a simplified interface to Ray Tune.
• Move optimization algorithms into optimize subpackage.
• Additional iteration stats columns for iterative ADMM subproblem solvers.
• Renamed "Primal Rsdl" to "Prml Rsdl" in displayed iteration stats.
• Move some functions from util and math modules to new array module.
• Bump pinned jaxlib and jax versions to 0.3.0.

Changes in Detail

• Add optional relaxation to ADMM solver by @bwohlberg in #118
• Add codefactor badge by @bwohlberg in #120
• Docstring cleanup and improvement of style guide compliance by @bwohlberg in #119
• Added Markup section. by @FernandoDavis in #121
• Clean up scico.solver module by @bwohlberg in #125
• New optimization algorithms by @bwohlberg in #117
• A collection of small docs updates by @Michael-T-McCann in #77
• Run pytest on latest jax version by @Michael-T-McCann in #126
• Add ray.tune interface and example script by @bwohlberg in #128
• Improve iteration statistics mechanism by @bwohlberg in #130
• Move optimizers into optimize package by @bwohlberg in #129
• Bump jax version by @Michael-T-McCann in #134
• Fix bugs in linop.optics by @bwohlberg in #131
• Address codefactor complaints by @bwohlberg in #135
• Changes to examples scripts by @bwohlberg in #137
• Modify cg_kwargs mechanism in admm.LinearSubproblemSolver by @bwohlberg in #140
• Add pylint to pre-commit by @SauravMaheshkar in #141
• Miscellaneous changes by @bwohlberg in #143
• Make pylint skip scico/test, docs/, and examples/ by @Michael-T-McCann in #145
• Allow Diagonal to use broadcasting by @Michael-T-McCann in #144
• Move common functions in example scripts into new module by @bwohlberg in #151
• Remove problematic array copy operations by @bwohlberg in #156
• Address some docs build warnings by @bwohlberg in #157
• Fix explanation of weight in weighted CT example by @Michael-T-McCann in #158
• Update installation instructions by @smajee in #154
• Address readthedocs build failure by @bwohlberg in #169
• Bump sphinx-autodoc-typehints version to avoid readthedocs build error by @Michael-T-McCann in #171
• Address TODO in code by @Michael-T-McCann in #150
• Silence docs build warnings by @bwohlberg in #174
• Add array slicing LinearOperator by @bwohlberg in #162
• Move some functions to different modules by @bwohlberg in #175
• Make prox notation consistent by @Michael-T-McCann in #180
• Add center_offset to svmbir interface by @smajee in #177
• Fix some problems in DnCNN implementation and example by @bwohlberg in #185
• Correct __module__ for wrapped functions by @Michael-T-McCann in #186
• Make output types jax-array by @smajee in #187
• Make pytest-latest-jax workflow get latest jax even with SCICO jax version pinned by @Michael-T-McCann in #189
• Update conda install scripts by @bwohlberg in #178
• Split pytest and pytest-latest by @Michael-T-McCann in #190
• Refactor svmbir loss by @smajee in #191
• Remove is_smooth attribute (#89) by @tbalke in #184
• Fix scico.random failure with latest jax version by @bwohlberg in #194
• Add Robust PCA example by @bwohlberg in #192
• Poisson Example by @tbalke in #197
• Replace tabs with spaces by @bwohlberg in #201
• Add docs for scico.solver module by @bwohlberg in #202
• Update notebooks by @tbalke in #206
• Remove double spacing instances by @bwohlberg in #207
• Improve ray.tune usage example. by @bwohlberg in #209
• Miscellaneous minor improvements by @bwohlberg in #210
• Change svd call to avoid compute_uv=False by @Michael-T-McCann in #214
• Move denoiser implementations out of functional sub-module by @bwohlberg in #213
• Add Abel linear operator by @smajee in #208
• Add parameter documentation for h_center in CircularConvolve by @Michael-T-McCann in #217
• Address excessive memory usage in functional.NuclearNorm.__call__ by @bwohlberg in #218
• Fix type annotations in pgm by @tbalke in #219
• Add check for A not linop in prox by @tbalke in #220
• Add new example script by @bwohlberg in #221
• Minor conda script changes by @bwohlberg in #222
• Fix some typing and docstring issues by @bwohlberg in #223
• Bump jaxlib, jax, and flax versions by @bwohlberg in #224
• Final changes for 0.0.2 release. by @bwohlberg in #225

New Contributors

• @SauravMaheshkar made their first contribution in #141

Full Changelog: v0.0.1...v0.0.2