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Modular Optimisation tools for solving inverse problems

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This PR updates [nbsphinx](https://pypi.org/project/nbsphinx) from **0.8.7** to **0.9.4**. Changelog ### 0.9.4 ``` __ https://github.com/spatialaudio/nbsphinx/compare/0.9.3...0.9.4 ``` ### 0.9.3 ``` __ https://github.com/spatialaudio/nbsphinx/compare/0.9.2...0.9.3 ``` ### 0.9.2 ``` __ https://github.com/spatialaudio/nbsphinx/compare/0.9.1...0.9.2 ``` ### 0.9.1 ```...

This PR updates [myst-parser](https://pypi.org/project/myst-parser) from **0.16.1** to **3.0.1**. Changelog ### 3.0.1 ``` 🐛 Bug Fixes - Account for the final directive option having an empty value, by <gh-user:chrisjsewell> in <gh-pr:924>...

This PR updates [sphinx-gallery](https://pypi.org/project/sphinx-gallery) from **0.11.1** to **0.16.0**. Changelog ### 0.16.0 ``` ------- Sphinx 7.3.0 and above changed caching and serialization checks. Now instead of passing instantiated classes like ``ResetArgv()``,...

This PR updates [sphinxawesome-theme](https://pypi.org/project/sphinxawesome-theme) from **3.2.1** to **5.1.4**. Changelog ### 5.0.0beta.6 ``` Refactor - Make compatible with Sphinx 7 - Remove DocSearch-specific parts (outsource to `sphinx-docsearch` extension) ``` ### 5.0.0beta.2...

This PR updates [sphinx](https://pypi.org/project/sphinx) from **4.3.1** to **7.3.7**. Changelog ### 7.3.7 ``` ===================================== Bugs fixed ---------- * 12299: Defer loading themes defined via entry points until their explicit use by...

This PR updates [numpydoc](https://pypi.org/project/numpydoc) from **1.1.0** to **1.7.0**. *The bot wasn't able to find a changelog for this release. [Got an idea?](https://github.com/pyupio/changelogs/issues/new)* Links - PyPI: https://pypi.org/project/numpydoc - Changelog: https://data.safetycli.com/changelogs/numpydoc/

This PR updates [pydocstyle](https://pypi.org/project/pydocstyle) from **6.1.1** to **6.3.0**. Changelog ### 6.3.0 ``` What's Changed * Fix typo in pre-commit-hook by samj1912 in https://github.com/PyCQA/pydocstyle/pull/624 * Add `ignore-self-only-init` option by thejcannon in...

update

This PR updates [sphinxcontrib-bibtex](https://pypi.org/project/sphinxcontrib-bibtex) from **2.4.1** to **2.6.2**. *The bot wasn't able to find a changelog for this release. [Got an idea?](https://github.com/pyupio/changelogs/issues/new)* Links - PyPI: https://pypi.org/project/sphinxcontrib-bibtex - Repo: https://github.com/mcmtroffaes/sphinxcontrib-bibtex

update

Most of the actions seem to have issues for now. But we dont want to block a release, so opening issue

bug

This PR smooth some corners on ADMM, also there is some bonus minor improvement on POGM algorithm.