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license: cc
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# 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](https://github.com/JackKuo666/AMP-SEMiner-Portal)**, which is part of the article *[Unveiling the Evolution of Antimicrobial Peptides in Gut Microbes via Foundation Model-Powered Framework](https://www.biorxiv.org/content/10.1101/2025.01.13.632881v1)*. The Data Portal can be accessed at: [MAG-AMPome](https://mag-ampome.aigene.org.cn/#/home).

**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](https://github.com/zjlab-BioGene/AMP-SEMiner).

# Citation
TBD