Published June 17, 2021
| Version v1
Software
Restricted
ONN4ARG
Authors/Creators
- 1. Huazhong University of Science and Technology
- 2. Shandong University
Description
ONN4ARG
ONN4ARG is an Ontology-aware Neural Network model for Antibiotic Resistance Gene (ARG) annotation predictions. It employs a novel ontology-aware layer to encourage annotation predictions satisfying the ontology rules (i.e., the ontology tree structure). It requires the Diamond and the HHblits alignment tools to run. Our source codes are available on GitHub, and our pre-built ARG database and our pre-trained model can be downloaded from Zenodo.
Usage:
./predict.sh FASTA_fileprefix
The program will take "FASTA_fileprefix.fasta" as input and store the predicted annotations in "FASTA_fileprefix.out".
Files
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The record is publicly accessible, but files are restricted to users with access.