The 2dRNA web server provides services for predicting RNA secondary structures including a wide class of pseudoknots. 2dRNA is an end-to-end deep learning-based method, which combines two famous neural network architecture bidirectional-LSTM and U-net. 2dRNA could use both the structural knowledge and evolutionary information learning from similar RNA sequences to predict the secondary structure of a RNA. 2dRNA is trained on a large dataset, so after training it can runs fast for prediction, and the only needed input is just a sequence.

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