/RLPredictiOme

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

RLPredictiOme

Cite: Silva, J.C.F.; Ferreira, M.A.; Carvalho, T.F.M.; Silva, F.F.; de A. Silveira, S.; Brommonschenkel, S.H.; Fontes, E.P.B. RLPredictiOme, a Machine Learning-Derived Method for High-Throughput Prediction of Plant Receptor-like Proteins, Reveals Novel Classes of Transmembrane Receptors. Int. J. Mol. Sci. 2022, 23, 12176. https://doi.org/10.3390/ijms232012176

Paper: https://www.mdpi.com/1422-0067/23/20/12176

Instalation

pip install pandas

pip install numpy

pip install pymc3

pip install biopython

Usage

python RLPredictiOme.py sequence.fasta best_models.txt

input:

Fasta file: sequence.fasta

Txt file: best_models.txt

output:

sequence.fasta_predictions.tsv