Resources

Data Libraries

Software and Repositories

  • MIBPB: Online server for electrostatic analysis using the second-order accurate Poisson-Boltzmann solver.
  • ESES: Open-source online server for the generation of Eulerian solvent excluded surface.
  • PPD: Online server for Protein Pocket Detection.
  • FRI: Online server for biomolecular flexibility analysis based on flexibility and rigidity index.
  • RI-Score: Online server for geometric graph theory or rigidity index-based protein-ligand binding affinity prediction.
  • TML-BP: Topological learning for protein-ligand binding affinity prediction.
  • TML-MP: Topology-based machine learning for protein folding stability change upon mutation.
  • TDL-BP: Topological deep learning for protein-ligand binding affinity prediction.
  • TDL-MP: Topological deep learning for protein folding stability change upon mutation.
  • TopP-S: Topological learning of partition coefficient (LogP) and aqueous solubility (LogS).
  • TopTox: Element-specific topological descriptors for toxicity endpoint predictions.
  • DG-GL: Differential geometry-based geometric learning of molecular datasets.
  • AGL-Score: Algebraic graph theory-based protein-ligand binding scoring, ranking, docking, and screening.
  • GGL-Tox: Geometric graph learning of Tox21 predictions.
  • HERMES: Open-source software package for simultaneous topological persistence and shape of data.
  • CCP: Correlated Clustering and Projection for dimensionality reduction.
  • TDL-FP: Protein function prediction using topological deep learning.