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Ion mobility
Predicting CCS values for TIMS data
Retention time
Transfer learning with DeepLC
DLOmix embedding of Prosit model on ProteomeTools data
Manual embedding of Bi-LSTM model on ProteomeTools data
Preparing a retention time data set for machine learning
Detectability
Modelling protein detectability with an MLP
Fragmentation
NIST (part 1): Preparing a spectral library for ML
NIST (part 2): Traditional ML: Gradient boosting
Prosit-style GRU with pre-annotated ProteomeTools data
Raw file processing with PROSIT style annotation
Datasets
Ion mobility
Meier et al. TIMS
Van Puyvelde et al. TWIMS
Retention time
DLOmix
ProteomeTools
PXD028248
Detectability
Arabidopsis PeptideAtlas Light and Dark Proteome
Fragmentation
NIST Peptide libraries
ProteomeTools
Contributing
Code of Conduct
Detectability
Title
Author
Date
Modelling protein detectability with an MLP
Eric Deutsch
Sep 21, 2022
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