Machine learning methods for the prediction of pathology in protein mutations, as in the PMut predictor.
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Jan 8, 2018 - Python
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protein-mutations
Here are 5 public repositories matching this topic...
OPUS-Mut: Studying the Effect of Protein Mutation and protein-protein interaction through Side-Chain Modeling
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Jun 28, 2023 - Python
AI-powered protein mutation analysis platform. Enter any UniProt ID, mutate a residue, and SERAPH, an original ESM2+CNN+BiLSTM model, predicts exactly which secondary structures change and why.
machine-learning bioinformatics deep-learning structural-biology nextjs protein-structure computational-biology pytorch bilstm secondary-structure-prediction cnn-bilstm protein-mutations fastapi framer-motion alphafold protein-language-model gemini-ai esm2 mutantscope
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Jul 4, 2026 - Jupyter Notebook
MSc thesis on integrating DeepSequence, written in Pytorch, with the MSA representation of OpenFold as the input instead of the classic MSA
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Oct 31, 2022 - Python
Supplymentary data of mCNN.
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Mar 3, 2021 - Jupyter Notebook
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