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The example scripts could do with improvement on a number of fronts
Where isotropic TV is used, change regularization term notation from ||Cx||_1 to ||Cx||_{2,1}.
Script (and corresponding notebook) names could be simplified (e.g. does the iso in some TV examples really play a useful role?).
Script titles could be more consistent (e.g. most include details such as optimizer used in parentheses, but some do not).
Some of the scripts have excessively brief initial descriptions of the purpose of the example.
Greater consistency in the initial descriptions would be desirable (e.g. always provide both the functional being minimized and link(s) to relevant scico classes).
More detail could be provided in setting up the functionals to be solved, and it would also be helpful to explain the choice of optimization algorithm.
Some script names and titles could be improved (e.g. "Isotropic Total Variation" actually compares isotropic and anisotropic forms).
The text was updated successfully, but these errors were encountered:
* Fix docs math for isotropic TV
* Correct docs on isotropic/anisotripic
* Correct example title
* Improve some titles and header descriptions
* Minor edit
* Rename example
* Correct example title
* Clean up titles and header descriptions
* Update example index
* Move significant functions to a separate module
* Fix imports
* Add script to update notebook markdown without re-run
* Update readme
* Avoid duplicate label warnings
* Re-arrange examples in index
* Clean up titles and header descriptions
* Updated example index
* Update submodule
* Modify index and simplify some titles
* Fix bug in notebook build functions
* Update submodule
* Update submodule
* Update index
* Improve index order
* Improve index order
* Update submodule
* Changes in response to PR review
* Update submodule
* Update index
* Update submodule
* Fix docs math and description for isotropic TV
* Correct example title
* Rename example
* Correct example title
* Update markdown from source scripts
* Update markdown from source scripts
* Rerun notebooks
* Remove bad notebook
* Update notebooks from scripts
* Rebuild notebook
* Update index
* Update notebooks from scripts
* Update index
Co-authored-by: Brendt Wohlberg <[email protected]>
The example scripts could do with improvement on a number of fronts
||Cx||_1
to||Cx||_{2,1}
.iso
in some TV examples really play a useful role?).scico
classes).The text was updated successfully, but these errors were encountered: