Linear-scaling kernels for protein sequences and small molecules outperform deep learning while providing uncertainty quantitation and improved interpretability

2 code implementations • 7 Feb 2023 • Jonathan Parkinson, Wei Wang

We compare the performance of xGPR with the reported performance of various deep learning models on 20 benchmarks, including small molecule, protein sequence and tabular data.

Data Visualization Drug Discovery +2