* Add basic causalml support

* Move back previous code style

* Add tests for causalml causal trees

* Update causalml support

* get mypy tests passing

* Add causalml support

* Remove commented row from tree instance options

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Remove old causalml tests

* Remove duplciated names in pyproject.toml

* Add experimental warnings support for tree instances integration

* Refactor causal trees tests into single test of consistent outputs

* Move explanation instance into explainers loop in causalml test

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Remove previous causalml test

* Update shap/explainers/_tree.py

Co-authored-by: Tobias Pitters <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fix pre-commit issues

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Co-authored-by: connortann <[email protected]>
Co-authored-by: Jeremy Goh <[email protected]>
Co-authored-by: Tobias Pitters <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tobias Pitters <[email protected]>

* FIX: handle cases with single unique value in x_jitter suggestion

Co-authored-by: Tobias Pitters <[email protected]>

* Test: add parameterized tests for scatter plot jitter suggestion

* Test: add baseline images for scatter plot value input and add issued number.

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Co-authored-by: Tobias Pitters <[email protected]>

Replace "improves" with "increases" when describing how median income affects house prices, as this is more neutral and accurate terminology. Higher median income increases predicted house prices without implying this is necessarily better or worse.

* fix mypy errors

* use latest working requirements

* update pyproject.toml

* [pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.9.9 → v0.11.4](astral-sh/ruff-pre-commit@v0.9.9...v0.11.4)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tobias Pitters <[email protected]>

* take screenshots of javascript images and save

* update requirements

* skip on windows