Fix 1.1 release audit findings and complete documentation follow-ups - #286

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jeremymanning wants to merge 52 commits into

fix/1.1-release-review

Commits on Sep 6, 2026

Fix 1.1 release review findings in scoring, caching, fonts, and docs
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569a308
Correct NumPy 2 optional dependency floors and finalize release review report
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b3eafe5
refactor(backtest): hoist the Forecaster/Imputer imports out of the scoring loops

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f116dd7
fix(predict,align): reject repeated metrics, blame t= for holdout=True, attribute the unscored warning, score ragged return_score input

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f1a1e09
test: replace the three spy/fake-object tests added since 1.0 with real observables; export HypertoolsOfflineError

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e47968f
test(examples): scan every example and tutorial for the native-usage defect markers, allowlist the deliberate ax= demos, gate the rebuilt tutorials' output cells

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a59f2e2
fix(plot,io,tools): release-review findings in the 1.1 animation, title, colour, loader and text paths

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ef887ca
fix(manip,align): fit() returns self so sklearn-style chains work

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1be634d
docs: release-review documentation fixes for 1.1.0

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f0e56c9
docs(lsl): fold synthetic_outlet's custom 'Signal definition' section into the summary so numpydoc stops warning

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223d468
fix(plot,predict): panels, series-mode, forecast and hierarchy findings from the 1.1 release review

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384fe99
docs(tutorials): re-execute the eight edited tutorials on the reviewed library; gate and test updates

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00e5a00
docs(tutorials): re-rendered wikipedia_embeddings video from the re-executed notebook

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f775b37
docs(notes): 1.1 release review session log (findings, fixes, verification)

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63aa9cf
fix(windows): POSIX paths in the example scanner; cache replace tolerates Windows' transient access-denied

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9340300
docs(notes): three skill-compounder notes from the 1.1 release review (Windows paths, Windows os.replace, detached verification pipeline)

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d20fdde
docs(notes): end state of the 1.1 release review session

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0e4f57b
fix(plot): a marker+line format string keeps its marker in the legend

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45fe779
docs(notes): feature-tour follow-up (legend marker fix, mixture demo data)

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087e338
fix(plot,reduce): aspect-aware panels=True grid, no second pipeline fit under return_model, quiet third-party reducer warnings

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abe9295
docs(notes): 9.8 panels follow-up

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edc7d28
fix(plot): truth= legend glyph shows its markers; 2-D density grids span the whole scene

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1862086

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