style(app): ruff format and line length

feat(app): HDP-HSMM entry and option choices for the corrected detector

fix(app): coherent recurring states + readable complexity + Gaussian processes label

feat: home tab, sample dataset default, GP generator, GT autofill, complexity badges

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feat: add video tutorial with Git LFS

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