Streamlit web application to deploy a machine learning binary classifier to predict the activity of antimicrobial peptides
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Dec 13, 2022 - Python
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antimicrobial-peptides
Here are 12 public repositories matching this topic...
AMPcombi parses and filters results from AMP prediction tools
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Nov 29, 2024 - Python
A model for predicting short antimicrobial peptides (length <=30 residues) using multiple features and deep learning approaches
bioinformatics deep-learning vgg16 sequence-classification antimicrobial-peptides resnet-50 protien-classification
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Jun 17, 2024 - Python
Antimicrobial Peptide Predictor Using Finetuned Protein Transformers
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Mar 26, 2023 - Python
Antimicrobial activity prediction for fungal effector candidates
machine-learning annotation proteins structures prediction fungi effector antimicrobial-peptides pdb-files antimicrobial
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Dec 19, 2024 - Python
PyAMPA: The new version of the AMPA software
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Jul 2, 2024 - Python
Antimicrobial Peptide Scanner Version 2. Open source GLPv3 release of code from 2018 paper "Deep learning improves antimicrobial peptide recognition" published in the journal Bioinformatics: https://doi.org/10.1093/bioinformatics/bty179
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Jan 20, 2025 - Python
gmx_wheel+ is a tool for analysing and visualizing the orientation of helical antimicobial peptides based on molecular dynamics simulations
simulation molecular-dynamics-simulation drug-discovery microbiology drug-design gromacs helix peptides bioinformatics-analysis bioinformatics-scripts antimicrobial-peptides bioinformatics-tool bioinformatics-visualization orientation-estimation bilayer
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Mar 21, 2023 - Python
EIPpred: Prediction of Inhibitory peptides against E.coli
machine-learning prediction regression-models antimicrobial-peptides antibiotics inhibitors antibacterial-peptides
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Feb 8, 2025 - Python
Antimicrobial Peptide web Database built with Django. Decreasing research costs to new antibiotics.
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Mar 11, 2017 - Python
Antifungal peptide mesoricin design
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Feb 16, 2025 - Python
Projeto básico/simplista de como criar sequências de AMPs com características fisico-químicas específicas.
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Mar 5, 2025 - Python
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