Release for 1.0.9

Preparing for release.

Update numpy requirement from 1.26.3 to 1.26.4 (#464)

* Update numpy requirement from 1.26.3 to 1.26.4

Updates the requirements on [numpy](https://github.com/numpy/numpy) to permit the latest version.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v1.26.3...v1.26.4)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>

* change doi to arxiv

* remove doi failure

---------

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Purva Thakre <[email protected]>

Updating version to 1.0.5

Updating version and including more tutorials.

Updating to version 1.0.2

Updating to version 1.0.2

Updating paper with JOSS comments.

Updating version number

Fixing linter error