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. 2022 Jun 10;12:9610. doi: 10.1038/s41598-022-13227-9

Table 2.

State of the art sequence-based PPI predictors.

Predictor Type Machine learning model Features Availability Ref.
SPRINT Similarity-based scoring Not applicable Not applicable C++ source 15
PIPR Machine learning RCNN Latent representation of protein sequences generated by a combination of convolution layers and re- sidual gated recurrent units Python source 18
D-SCRIPT Machine learning Bi-LSTM + CNN Combination of a pre-trained embedding model with a predicted contact map Python package 24