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oegedijk/explainerdashboard: v0.5.2: dash v3 and plotly v6 compatibility + dtreeviz fixes

Authors: Oege Dijk; oegesam; Ray Bell; Lily; Simon-Free; Brandon Serna; Emmanuel Ferdman; +12 Authors

oegedijk/explainerdashboard: v0.5.2: dash v3 and plotly v6 compatibility + dtreeviz fixes

Abstract

Version 0.5.2: Breaking Changes Dropped support for Python 3.8 and 3.9 (Python 3.9 reached end-of-life). Minimum Python version is now 3.10 Now explicitly supports and tests on Python 3.10, 3.11, 3.12, and 3.13 Improvements Removed upper version constraints for dash and plotly dependencies, now supports Dash 2.10+ and 3.0+, and Plotly 5.0+ and 6.0+ Added backward compatibility code to support both Dash 2.x (app.run_server()) and Dash 3.x (app.run()) APIs Fixed Plotly 6.0 compatibility by updating titlefont to title.font format Improved integration test setup with automatic ChromeDriver management via webdriver-manager Fixed threading issues with Plotly validator initialization by switching to recommended plotly.graph_objects import Made torch and skorch optional dependencies on Intel Macs (where torch wheels are not available) Bug Fixes Fixed SystemExit warnings in integration tests caused by Plotly validator initialization in multi-threaded contexts Updated .gitignore to exclude webdriver-manager cache directories and uv.lock file XGBoost 3.1+ compatibility: Fixed handling of string-formatted predictions and base_score values returned by XGBoost 3.1+. Added robust string-to-numeric conversion with proper regex fallback to handle various string formats (e.g., '[3.2967056E1]', '[8.563135E-2,7.169811E-1,1.9738752E-1]') XGBoost SHAP initialization: Fixed base_score conversion in both get_params() and booster's internal JSON configuration to ensure SHAP TreeExplainer initializes correctly with XGBoost 3.1+ RandomForest dtreeviz compatibility: Fixed dtype handling for y_train (now uses int instead of int16) and observation array conversion for predict_path() to work with newer dtreeviz versions Dtreeviz decisiontree_view: Ensure observations are passed as numpy arrays to avoid pandas label lookup errors when dtreeviz indexes features by integer position PyPI packaging: Removed duplicate wheel entries from hatchling build config to fix "Duplicate filename in local headers" upload errors Pandas deprecation warnings: Removed deprecated pd.option_context("future.no_silent_downcasting") and copy=False parameter from .infer_objects() calls Runtime warnings: Fixed divide-by-zero warnings in classification plots and residuals plots (log-ratio calculations) by adding proper zero checks and using np.divide() with where parameter

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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