While there's lots of work to be done, mamp-ml is a critical advancement in plant immunology for accelerating receptor-epitope characterization and engineering resistance. Mamp-ml is on Github and we implemented a version on Google Colab for easy use. Please check it out!
github.com/DanielleMSte...
mamp-ml: Prediction of immunogenic outcomes of LRR-PRRs and protein ligands in plants using pLM ESM-2 - DanielleMStevens/mamp-ml