Tools
Software & tutorials
Open-source packages that accompany our research, and material from the tutorials we organized at international conferences.
Open source
Software
DeepMTP
A Python-based deep learning framework for multi-target prediction.
- Multi-target prediction
- Python
CpG Transformer
Transformer model for the imputation of single-cell methylomes.
- Genomics
- Transformers
Set-valued prediction
Uncertainty-aware classification with set-valued predictions, for flat and hierarchical classification.
- Uncertainty
- Classification
Teaching the community
Tutorials
Tutorial
Deep multi-target prediction tutorial
Tutorial on deep learning methods for multi-target prediction, organized at ECML/PKDD 2022.
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Tutorial
Aleatoric & epistemic uncertainty tutorial
Tutorial on aleatoric and epistemic uncertainty in statistics and machine learning at ECML/PKDD 2023, Torino.
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