Wording tweak: remove em-dashes from two markdown notes per user preference

Add a note on each training tab telling students to wait and switch tabs if the page seems stuck after training

Revert the page-load CSS override from the scroll fix: it caused a regression where the submit button became unreachable after labeling the last polygon. Keeping only the post-training JS reflow nudge.

Strengthen the scroll-stuck fix: add page-load CSS overriding the (version-suffixed) container/tabpanel height, and retry the post-training reflow nudge across several delays to survive async image loading

Force a browser relayout after training completes, to fix the page getting stuck unable to scroll down to the maps/plots below the confusion matrix

Fix OOM crash when training KNN with large k by chunking full-image prediction; make the labeling-accuracy button actually jump to the Resultats tab

Fix class legend: render as an image instead of HTML-in-Markdown, since the Space sanitizer strips inline style attributes and left the color swatches blank

Rename Delta/desert classes, redesign class legend, widen KNN k range to 10-100, add Kappa/F1 metrics and per-class pixel histograms, remove teacher-reference comparisons from model tabs

Fix GT-map panel title incorrectly showing 'Votre modele KNN' on the logistic regression and random forest tabs

Mirror KNN tab layout (confusion matrices + GT maps + full maps) for logistic regression tab, add random forest comparison tab

Replace linear regression with logistic regression tab (proper classifier), move it before KNN tab, neutral framing

Restore color legend, correct/incorrect marks, and nav arrows (keep other emoji removed)

Add color legend to map figures, linear regression comparison tab, and remove emoji from UI

Fix class-code mismatch in ground_truth/knn_result/teacher-answer rasters vs Excel key; add full-image (unmasked) classification maps

Allow direct jump to any polygon + free re-labeling; show classification maps only at ground-truth locations (correct/error view)

Fix radio navigation bug (use .input() instead of .change()) and split KNN training into its own tab

Add real KNN pipeline: train on your own polygon labels + spectral bands, evaluate against ground truth

Remove KNN classification map from results

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initial commit