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OpenAug 31, 2026
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•Last updated Make sure that all used methods are statistically sound.
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Introduce Chatterjeexi as standard correlation for feature selection
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#42 In Bayer-Group/MotherML;Add dedicated feature importance for ranking
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#43 In Bayer-Group/MotherML;- Status: Open (in progress).
Make bootstrap level in Catboost tunable
enhancementNew feature or requestNew feature or requestStatus: Open.#63 In Bayer-Group/MotherML;Make GP Sampler the standard Optuna Sampler when torch is installed
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#46 In Bayer-Group/MotherML;Add SHAP Explainability for all core models
help wantedExtra attention is neededExtra attention is neededStatus: Open.#41 In Bayer-Group/MotherML;