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Pre-trained models

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@jalew188 jalew188 released this 28 Jun 13:30
· 857 commits to main since this release
210464b

Pre-trained MS2/RT/CCS models

Change log:

[2025-05-01]

  • Add the default charge model weights for ChargeModelForModAASeq with a unified prediction head.

[2025-03-26]

  • Updated the MS2 pretraining weights to include the charged fragment types used during training in the ms2.pth file.
  • Added pretrained weights for the generic charge model.

[2024-06-29]

  • Add the pretrained LSTM-based HLA-I model (hla_model.zip) for peptide binding prediciton.

[2022-11-28]

  • For timsTOF data, fragment intensities for training are no longer extracted from MaxQuant's msms.txt. We extracted fragments of AlphaPept PSMs against the ms_data.hdf, this should be more stable than msms.txt for timsTOF. The previous model is still available on https://datashare.biochem.mpg.de/s/RDSZlAnCRvxfLfk.