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Release 2.10.0 - #802
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Release 2.10.0#802
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# Conflicts: # shapash/explainer/smart_explainer.py
This reverts commit 3e5fb8b.
* Improve interactions plot parity with contribution plot * report: remove unused interactions block and keep top interactions label * typing: add hints in sampling and type label in top interactions block * report: rename top interactions parameter to class_label * typing: fix mypy union assignment in sampling * test(report): update top interactions block parameter name * fix(interactions): support label-aware explainer cache and align plotter tests * fix(typecheck): declare interaction label cache * fix(interactions): reuse injected interaction cache * test(interactions): fix low-cardinality plot fixture * test(interactions): normalize plot test fixture aliases * Improve interaction plot parity with contribution plot * Harden interaction plots for Plotly 7 * Address review feedback on interaction handling * Address remaining interaction review comments * Polish typing and sampling documentation * Update interactions tutorial examples * Refine interaction violin axis updates * Sync sampling typing and interaction docs --------- Co-authored-by: MLecardonnel <50659492+MLecardonnel@users.noreply.github.com>
* Add contribution-weighted correlation plot
* fix: smart_explainer mixin dependency * corrections * test_smart_explainer_required --------- Co-authored-by: Guillaume VIGNAL <41540039+guillaume-vignal@users.noreply.github.com>
* Add local_plot waterfall mode and improve baseline/tooltip behavior * Improve LIME explain_data handling and stabilize local plot filtering * Fix mypy typing issues and improve pre-commit mypy fallback * Refine local waterfall helpers and docs * Fix explainer state usage in tests * fix type hints * Make able to sort/display waterfall local plot in different ways
* feat(smartpredictor): add lightweight schema-drift detection Complete Gap B from #734 through follow-up #755. - Store compact numeric and categorical reference summaries inside SmartPredictor.schema_distribution. - Compare production batches in add_input before preprocessing. - Warn and emit structured logging records for material per-column drift. - Skip checks for batches smaller than 30 rows. - Preserve backward compatibility for predictors without stored summaries. - Keep the implementation dependency-free and non-blocking. Tests cover numeric, categorical and missing-rate drift, stable input, small batches, logging, summary transfer and backward compatibility. Fixes #755 * fix(drift): narrow numeric summary values * feat(drift): make detection thresholds configurable * fix explainer changes * Add TypedDict for SchemaDriftConfig --------- Co-authored-by: Guillaume VIGNAL <41540039+guillaume-vignal@users.noreply.github.com> Co-authored-by: Guillaume VIGNAL <guillaume.vignal@maif.fr>
refactored with argparse for input arguments
* chore: add type hints and improve docstrings * fix: use pandas aggregation in consistency plot * fix: validate label origin before class lookup
* test: tolerate pandas column index dtype in inverse transforms * test: expand coverage across explainer plots and webapp
* Fix setuptools license deprecation warnings * Fix setuptools license deprecation warnings
* chore: drop double extension * fix: update new color dict with changed values for selected keys * fix: fix the slicing of X.columns if columntransformer returns list of strings instead of integers * fix: get contributions, y_target and y_pred from explainer object * chore: remove old dead notebook * docs: fix path for uvicorn launch app * chore: delete tutorial expl05 using fasttreeshap because of env conflict this is because of numpy < 2.0 and lib fasttreeshap is no longer maintained (last activity 3 years ago)
Co-authored-by: milton-minervino <milton.minervino@inria.fr>
* refactor: use inherited local prediction helper * Update local prediction tests --------- Co-authored-by: milton-minervino <milton.minervino@inria.fr>
* fix: preserve neighbor order in stability explanations * test: cover stability neighbor ordering --------- Co-authored-by: milton-minervino <milton.minervino@inria.fr>
* feat(report): improve multiclass explainability * Fix mypy class list narrowing * Refine smart report class interactions handling and tests * fix(report): silence panel sizing warnings during report generation * fix(report): revert sidebar and layout css adjustments * chore: remove AGENTS.md from branch diff * test(report): align CSS assertions and markdown line breaks * refactor(report): drop ReportAnchor in favor of section wrapper * fix(report): restore dataframe auto-style dispatch order * Fix Panel Plotly report errors on selector updates * Improve report tab title and favicon handling * test: remove warnings in report and utils unit tests * Adjust report favicon handling and align related tests * Fix contribution report panel rendering and remove legacy bar override * docs: improve spacing in compile report_mode docstring * report doc --------- Co-authored-by: Clément Guérin <clement.guerin@maif.fr>
* Improve type annotations and string formatting * Add missing check.py coverage tests and complete LIME docstring --------- Co-authored-by: milton-minervino <milton.minervino@inria.fr>
* add logo p16 et inria * add logo p16 et inria * add logo p16 et inria * docs(readme): improve contributors logos accessibility * docs(readme): remove underline artifact on linked logos * docs(readme): restore vertical alignment of contributor logos * docs(readme): refine contributors logos rendering --------- Co-authored-by: milton-minervino <milton.minervino@inria.fr>
* fix(version): derive __version__ from package metadata * test: add test_version.py
* fix(doc): run on sphinx environment and check if the script fails * fix(doc): point to correct report notebook name * fix(doc): build the docs against the checked-out shapash * chore: remove docs requirements.txt and install with doc extra instead
guerinclement
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a balanced review from Copilot
and removed request for
guerinclement
October 13, 2026 13:50
guillaume-vignal
approved these changes
Oct 13, 2026
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