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Add references with sphinxcontrib-bibtex (#394)

* Add references with sphinxcontrib-bibtex

* Change docstring to how it was

* Run pre-commits

* renamed bib-tex key

* fixes bug with a TabPFN model not working as intended after explanations (#401)

* works on fixing the bug

* reduced size of tabpfn model

* fixes #396

* documents fix in CHANGELOG.md

* Update tests/tests_imputer/test_tabpfn_imputer.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* fixed code-quality checks

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* adds `AgnosticExplainer` and refactors explanation/approximation code (#395)

* adds AgnosticExplainer and refactors explanation/approximation code

* switched random state to test time usage

* works on testing and improving the explainer

* adds integration tests for the tabular explainer

* re-ran iso forest shap test on new random seed

* adds correct typehint

* Update test_explainer_california_housing.py

Absolute comparisons are a bit tough for the drastically different scales of scores.

* Update test_explainer_california_housing.py

* adds BII interaction values

* fixes bug in computing BII indices with MonteCarlo approximators

* refactored explainer indices types

* reduced unit test python matrix to lowest and highest supported version

* included further tests for the explainers

* removed faulty parameter

* add gitignore

* add gitignore

* adjusted integration tests again

* Update test_explainer_california_housing.py

* reworked test against ground truth and refactored tests

* fixed tests

* increased tolerance

* test_explainer_california_housing.py aktualisieren

* adjusted test tolerance

* reduced test-tolerance for loading from runner

* removed unnecessary code

* removed TD003 from ignore list

* updated test computation and storage of ivs

* removed unnecessary test

* Add references with sphinxcontrib-bibtex

* Change docstring to how it was
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Source Files on job 15684802032.1