updates:
- [github.com/astral-sh/ruff-pre-commit: v0.11.12 → v0.11.13](astral-sh/ruff-pre-commit@v0.11.12...v0.11.13)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Replace nan_to_num with where for cupy

* rm print

* pin sympy for now

* fix numba and dis checks

* better comments

* fix dis checks

* rm sympy pin

* rm redundant code

* chore: update pre-commit hooks (#603)

* chore: update pre-commit hooks (#605)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.11.12 → v0.11.13](astral-sh/ruff-pre-commit@v0.11.12...v0.11.13)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* chore: update copyright year and text (match with JOSS) (#606)

* fix: get codecov back up again (#607)

* fix: get codecov back up again

* upload cov files

* upload cov files

* some debugging

* style: pre-commit fixes

* specify path

* try XML report

* use extend

* all fixed

* revert more debug statements

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* chore(deps): bump actions/attest-build-provenance in the actions group (#608)

Bumps the actions group with 1 update: [actions/attest-build-provenance](https://github.com/actions/attest-build-provenance).


Updates `actions/attest-build-provenance` from 2.3.0 to 2.4.0
- [Release notes](https://github.com/actions/attest-build-provenance/releases)
- [Changelog](https://github.com/actions/attest-build-provenance/blob/main/RELEASE.md)
- [Commits](actions/attest-build-provenance@db473fd...e8998f9)

---
updated-dependencies:
- dependency-name: actions/attest-build-provenance
  dependency-version: 2.4.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: actions
...

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

* Update papers and citation (#609)

* Update talks.md

* add citation info in README

* add citing information in docs

* style: pre-commit fixes

* uniformity

* style: pre-commit fixes

* plural

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* fix: uniform type checks in constructors + more tests (#612)

* add a fix for JAX gradients

* pre-commit

* refer the new issue

---------

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>