PhANNs is a tool to classify any phage ORF as one of 10 structural protein class, or as "others". It uses an ensemble of Artificial Neural Networks.
The easiest way to run PhANNs it to use the Web server.
The repository is divided in two parts. The "web_server" directory contains all you need to run PhANNs locally. The "model_training" directory contains the code to download sequences and to train and test the Artificial Neural Networks.
PhANNs paper is available here.
Please cite as
Cantu, V.A., Salamon, P., Seguritan, V., Redfield, J., Salamon, D., Edwards, R.A., and Segall, A.M. (2020). PhANNs, a fast and accurate tool and web server to classify phage structural proteins. PLOS Computational Biology 16, e1007845. 10.1371/journal.pcbi.1007845.