Employs state-of-the-art convolutional neural networks. DeepSite is a pure machine-learning approach developed to predict protein-ligand binding sites. Users can submit jobs to the GPUequipped servers and get a full volumetric map of the most probable binding sites of the protein. It outperforms other existing while learning purely from examples and without encoding any problem specific knowledge.
Computational Biophysics Laboratory (GRIB-IMIM), Universitat Pompeu Fabra, Barcelona Biomedical Research Park (PRBB), Barcelona, Spain; San Diego Supercomputer Center, UC San Diego, San Diego, CA, USA; ICREA, Barcelona, Spain