license: cc
AMP-SEMiner Dataset
A Comprehensive Dataset for Antimicrobial Peptides from Metagenome-Assembled Genomes (MAGs)
Overview
This repository contains the open-source dataset for the AMP-SEMiner-Portal, which is part of the article Unveiling the Evolution of Antimicrobial Peptides in Gut Microbes via Foundation Model-Powered Framework. The Data Portal can be accessed at: MAG-AMPome.
AMP-SEMiner (Antimicrobial Peptide Structural Evolution Miner) is an advanced AI-powered framework designed to identify antimicrobial peptides (AMPs) from metagenome-assembled genomes (MAGs). Leveraging foundation models and cutting-edge machine learning techniques, AMP-SEMiner provides valuable insights into the evolution and functional properties of AMPs within the human gut microbiome.
For more information, and to explore the code for AMP-SEMiner, please visit the AMP-SEMiner GitHub repository.
Citation
TBD