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appnn (version 1.0-1)

Amyloid Propensity Prediction Neural Network

Description

Amyloid propensity prediction neural network (APPNN) is an amyloidogenicity propensity predictor based on a machine learning approach through recursive feature selection and feed-forward neural networks, taking advantage of newly published sequences with experimental, in vitro, evidence of amyloid formation.

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Install

install.packages('appnn')

Monthly Downloads

326

Version

1.0-1

License

GPL-3

Maintainer

Carlos Famlia

Last Published

December 5th, 2024

Functions in appnn (1.0-1)

appnn-package

Amyloid propensity prediction neural network (APPNN)
appnn

Prediction of the amyloidogenicity propensity for polypeptide sequences.
print

Print the amyloidogenicity propensity predicted values to the console.
plot

Plots generation of the amyloidogenicity propensity predicted values per amino acid residue.