build(deps): update shap requirement from ^0.43.0 to >=0.43,<0.45

[dependabot[bot]]

Updates the requirements on shap to permit the latest version.

Release notes

Sourced from shap's releases.

v0.44.0

This release contains a number enhancements and bug fixes.

What's Changed

Added

• Faster and more stable linear solver in KernelShap by @​lorentzenchr in shap/shap#3271
• Enabled passing of ax to group_difference() plot by @​mtlulka in shap/shap#3355
• Added support for Explanation.display_data in bar plot by @​fountaindive in shap/shap#3386
• Improved build messages when building from source by @​connortann in shap/shap#3403

Fixed

• Fixed CatboostClassifier explanations with feature interactions on Windows by @​CloseChoice in shap/shap#3325
• Fixed passing of Xgboost model parameters to xgboost.DMatrix by @​vancromy in shap/shap#3314
• Explicit specification of xgboost>=1.4 constraint by @​mtlulka in shap/shap#3352
• Fixed conversion of DMatrix to CSR matrix by @​thatlittleboy in shap/shap#3359
• Removed deprecated use_line_collection in dependence_plot by @​CloseChoice in shap/shap#3369
• Fixed bug relating to array reshaping in scatter plots by @​SomeUserName1 in shap/shap#2799

Documentation

• A large number of example notebooks fixed and updated by @​connortann, @​znacer , @​thatlittleboy, @​CloseChoice and @​stompsjo

New Contributors

• @​vancromy made their first contribution in shap/shap#3314
• @​lorentzenchr made their first contribution in shap/shap#3271
• @​mtlulka made their first contribution in shap/shap#3352
• @​fountaindive made their first contribution in shap/shap#3386
• @​SomeUserName1 made their first contribution in shap/shap#2799
• @​stompsjo made their first contribution in shap/shap#3391

Full Changelog: https://github.com/shap/shap/compare/v0.43.0...V0.44.0

Commits

• ed96251 Workaround for broken "fetch-tags" option (#3425)
• 3349eef MAINT: Enable stale bot in debug mode (#3424)
• 287e751 MAINT: Add version number from git tag using setuptools scm (#3402)
• ce770fd ENH: return axis in shap.plots.beeswarm when show=False (#3391)
• 8283bba MAINT: Fix ruff E402 (#3409)
• 95493ce MAINT: fix UP031, use f-string instead of format() (#3408)
• 8d1466b Add maintainer guide to docs to explain versioning and releasing (#3404)
• 36d1f0c Fix ambiguous variable names (#3410)
• dce46ac MAINT: Configure Ruff formatter, update ruff config (#3407)
• 434d0fd Add Contributing guide to published Sphinx docs (#3405)
• Additional commits viewable in compare view

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[kimusaku]

@dependabot rebase