Modanovo
algorithm · Transformer (AR)
Modanovo: algorithm · Transformer (AR). Unified PTM-aware model
Unified PTM-aware model
| Kind | algorithm |
| Deep learning | yes |
| Acquisition | DDA |
| Family | Transformer (AR) |
Code
Live stars, open issues and last-push figures are on the Code activity chart.
Data
What the papers describing this method trained it on and reported its results on, as each paper states it. A version is named only where the paper names one.
Trained on
- MassIVE-KB (v1 30M-PSM split (Casanovo)) · 2025 preprint
- PROSPECT PTMs: Multi-PTM (as deposited) · 2025 preprint
- gagneurlab/Modanovo-development-dataset (as deposited) · 2025 preprint
Evaluated on
- MassIVE-KB (v1 30M-PSM split (Casanovo)) · 2025 preprint
- MassIVE-KB (v2) · 2025 preprint
- Multilevel proteomics reveals common and specific host perturbations by Monkeypox and Vaccinia viruses (as deposited) · 2025 preprint
- Multilevel proteomics reveals common and specific host perturbations by Monkeypox and Vaccinia viruses (full proteome) (as deposited) · 2025 preprint
- PROSPECT PTMs: Multi-PTM (as deposited) · 2025 preprint
- ProteomeTools (21-PTM subset) · 2025 preprint
- gagneurlab/Modanovo-development-dataset (as deposited) · 2025 preprint
Deposited
- gagneurlab/Modanovo-development-dataset (as deposited) · 2025 preprint
Papers describing it (2)
- Modanovo: A Unified Model for Post-Translational Modification-Aware de Novo Sequencing Using Experimental Spectra from In Vivo and Synthetic Peptides (2025, bioRxiv, preprint)
- Modanovo: A Unified Model for Post-translational Modification-Aware De Novo Sequencing Using Experimental Spectra From In Vivo and Synthetic Peptides (2025, Molecular & Cellular Proteomics, peer-reviewed)