HLA-1401: Updating main branch based on changes on 3.9.0 (build-related changes) #1922
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Resolves HLA-1401
Closes #1921
This PR cleans up the main branch. We have been making build-related changes on branch 3.9.0, however, there are some changes that are only on main that we don't want to clobber with a merge. I have therefore added difference manually in one go in order to avoid conflicts.
These changes include changes to the pyproject.toml and requirements-dev.txt file that specify the requirement for numpy > 2.0. I have also updated the changelog, skipped two SVM tests (similar to build), and added an ADR about our dependency pinning strategy.
Checklist for maintainers
CHANGELOG.rst
within the relevant release sectionHow to run regression tests on a PR
Jenkins Test