AmyloGram predicts presence of signal peptides in eukaryotic proteins using hidden semi-Markov models. The implemented algorithm can be accessed as a web-based service www.smorfland.uni.wroc.pl/AmyloGram
AmyloGram can be also used locally as the R package. It can be installed from CRAN using:
install.packages("AmyloGram")
You can install the latest development version of the code using the devtools
R package.
# Install devtools, if you haven't already.
install.packages("devtools")
library(devtools)
install_github("michbur/AmyloGram")
After installation GUI can be accessed locally:
library(AmyloGram)
AmyloGram_gui()
Predictions might be also made in the batch mode:
data(AmyloGram_model)
data(pep424)
predict(AmyloGram_model, pep424[1L:20])