regularizeNd

- Stride order minimization was implemented. This improved a07 example speed by 2.7x on the direct solver and 1.5x on the iterative solver.
- Linked to my new tutorial series and regularizeNd deep dive.

- Refreshed examples.
- New toolbox image.
- Reduced toolbox size from 40MB to 20MB.
- Explained the iterative solver example more clearly.

- Developer guide was out of date with the part1 and part2 workflow.
- Fleshed out the theory of the regularizer.
- Reorganizing m-files so better test coverage is possible. (98bf3ad)
- Using a Loihi volcano data set as the first example. (35e6f6c)

Bug Fixes

Forgot to commit uv lock file. (4ea4425)

Updating base project files. (c01d007)

Working on updating project files. (37d6698)

Documentation

Moving the developer documentation to the Sphinx site. (edfc1c5)
Fixing documentation rendering issue with Theory of the Regularizer page. (919ea0c)

Bug Fixes

Documentation was not properly built before toolbox creation.

Switched documentation to Sphinx-based static site.

Fixing examples that weren't working.

Something is wrong, such that the Examples tab shows "File Not Found". This is an attempt to fix that issue. If it doesn't, I will have to contact MathWorks.

No change to version. Adding an image.

See CHANGELOG.md

Added a function to auto-generate monotonic constraints, monotonicConstraint.m. It should help problem setup creating constraint matrices.

Added readme's for a simple explanation.
Added live script documentation so that it shows up on the file exchange.

Updated examples.
Removed histc and replaced it with histcount.

Added better documentation of lsqConstrainedAlternative. The documentation is integrated into the MATLAB help system.

Updated direct vs. iterative solver example.

Fixed a problem with one of the examples.

The documentation loads into MATLAB builtin documentation under Supplemental Software. Attached is a toolbox file.

Added a basic getting started file.

Fixed an issue with a missing graph in the documentation.

Had to convert all the documentation and examples to live scripts because File Exchange wasn't displaying the published m files. UGH!

- Added constraints and documentation. This is a major change. The new function is regularizeNdMatrices. See the examples for more information.
- Added the linear least squares constrained solver lsqConstrainedAlternative.

updating description

Just some formatting changes to the description.

Some formatting was messed up on the gridfit example. I had to republish.

more updates to examples.

-Added several examples.
-Added formatted documentation.

Small update to the function description.

Added a note about ndgrid format of yGrid. yGrid is in the ndgrid format at not the meshgrid format. There is no analogue of the meshgrid format for higher dimensions. In 2d, ndgrid is the transpose of the meshgrid format.

Fixed a bug I introduced in the last week.

Added a picture.