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OpenAug 31, 2026
Due by September 16, 2026
•Last updated We would like to present a MotherML version at the RDKIT UGM so need to get ready for that.
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Learning to rank tuning and uncertainty
enhancementNew feature or requestNew feature or requestStatus: Open (in progress).Add CheMeleon GNN-based Fingerprints to Mother
enhancementNew feature or requestNew feature or requestStatus: Open.#9 In Bayer-Group/MotherML;Add **Neural Oblivious Decision Ensembles (NODE)** and MLP as a first-class estimator in the Mother framework, alongside CatBoost and TabPFN.
enhancementNew feature or requestNew feature or requestStatus: Open.#8 In Bayer-Group/MotherML;Enable Users to provide their own cv function and/or tuning function to optuna
enhancementNew feature or requestNew feature or requestStatus: Open.#37 In Bayer-Group/MotherML;Extend Lasso Class with Multitask and Uncertainty Options
enhancementNew feature or requestNew feature or requestStatus: Open.#30 In Bayer-Group/MotherML;- Status: Open.#33 In Bayer-Group/MotherML;
- Status: Open.#32 In Bayer-Group/MotherML;
feature: introduce optional bootstrap level tuning to Catboost
enhancementNew feature or requestNew feature or requestStatus: Open (in progress).End-to-end Chemprop + Mother MLP/Flow Heads
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#53 In Bayer-Group/MotherML;Enable kwargs for mother_cv
enhancementNew feature or requestNew feature or requestStatus: Open.#57 In Bayer-Group/MotherML;- Status: Open.#29 In Bayer-Group/MotherML;
Add Gaussian Processes as a Model
enhancementNew feature or requestNew feature or requestStatus: Open.#31 In Bayer-Group/MotherML;Update Documentation
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#20 In Bayer-Group/MotherML;Introduce an option to turn of loss function tuning
enhancementNew feature or requestNew feature or requestStatus: Open.#25 In Bayer-Group/MotherML;Add optional feature type auto detection to Catboost and also auto sorting of ranking groups
enhancementNew feature or requestNew feature or requestStatus: Open.#28 In Bayer-Group/MotherML;Issue 37 custom cv scorer
enhancementNew feature or requestNew feature or requestgood first issueGood for newcomersGood for newcomersStatus: Open (in progress).PR: Consolidate NODE as the Single Neural Tabular Path (CheMeleon + NODE)
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open (in progress).- Status: Open.#76 In Bayer-Group/MotherML;