RNAsamba is a tool for computing the coding potential of RNA sequences using a neural network classification model. It can be used to identify mRNAs and lncRNAs without relying on database searches. For details of RNAsamba's methods, check the Theory section or read our article.
RNAsamba can be used through a minimal web interface that is freely available online.
Camargo, A. P., Sourkov, V., Pereira, G. A. G. & Carazzolle, M. F.. "RNAsamba: neural network-based assessment of the protein-coding potential of RNA sequences" NAR Genomics and Bioinformatics 2, lqz024 (2020).