Tools
On this page you find an overview of the software packages that we developed. You can also download the slides of the tutorials that we recently orgainzed.
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DeepMTPA python-based deep learning framework for multi-target prediction
CpG TransformerCpG Transformer for imputation of single-cell methylomes
Package for set-valued prediction in flat and hierarchical classification.
Python package for uncertainty-aware classification built on top of Scikit-learn.
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Deep MTP TutorialWe organized at ECML/PKDD 2022 a tutorial on deep learning methods for multi-target prediction
Tutorial at ECML/PKDD 2023We organized a tutorial on Aleatoric and Epistemic Uncertainty in Statistics and Machine Learning at ECML/PKDD 2023 in Torino