Feature/joss review comments#13

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nielsschlusser wants to merge 33 commits intomainfrom

feature/JOSS_review_comments

Commits on Aug 22, 2025

Implemented explained_variance_ratio_ in NipalsPCA and NipalsPLS
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Commits on Nov 18, 2025

Make compliant version numbers
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Update pyproject.toml
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Remove verbose flag
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Update README.md
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Update tox.ini
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Commits on Nov 19, 2025

build docs using sphinx_rtd_theme
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Included autodoc in conf.py extensions, rebuilt
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Commits on Nov 20, 2025

Python 3.14 + documentation
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Commits on Dec 9, 2025

Docs created with sphinx
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Commits on Dec 10, 2025

Update documentation
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Update .readthedocs.yaml
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Update nipalsPLS.py
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Guard convergence division
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Update nipalsPCA.py
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Change print to warning if iteration stops prematurely
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Relax default values + use np concatenation for performance
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Update nipalsPLS.py
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Update nipalsPCA.py
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Update nipalsPLS.py
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Inherit from different classes
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Implement comments in both modules, re-create docs
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Commits on Dec 11, 2025

Working on full covariance matrix for Hotelling's T2
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Commits on Dec 12, 2025

New options to calc_imd for both modules, updated docs
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Use snake_case for method options in nipalsPCA, update docs
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Add sufficient underlining
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Commits on Dec 16, 2025

Merge branch 'feature/explained_variance' into feature/JOSS_review_comments
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Draft eplained_variance_ and explained_variance_ratio_ methods with unit tests
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Commits on Jan 5, 2026

Streamline with sklearn, fix unit tests
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Commits on Jan 6, 2026

Updated docs
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Commits on Jan 7, 2026

Improve normalization for NipalsPLS
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Commits on Jan 8, 2026

Update nipalsPLS.py
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Commits on Jan 9, 2026

Tighter limits on PLS unit tests
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