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Molecule Preparation

  • Gypsum-DL: Gypsum-DL is a software that transforms 1D and 2D small-molecule representations into 3D models, considering various isomeric and conformational states.
    Code Last Commit Publication Link
  • Spores: check structure, protonation (standalone).
    Link

Protonation

  • DiMorphite-DL: Dimorphite-DL: an open-source program for enumerating the ionization states of drug-like small molecules
    Code Last Commit Publication Link

Reviews

  • Sherman et al: Protein and ligand preparation: parameters, protocols, and influence on virtual screening enrichments
    Publication

Standardization

  • Ambitcli: no 3D but Java application for standardization (standalone).
    Link
  • ChEMBL_Structure_Pipeline (formerly standardiser): An open source chemical structure curation pipeline using RDKit
    Code Last Commit Publication
  • MolVS:
    Code Last Commit
  • QSAR-Ready (KNIME): Standardization workflow for QSAR-ready chemical structures pretreatment
    Code Last Commit
  • Standardiser: standardize molecules, it requires RDKIt (standalone).
    Code Last Commit
  • Standardize: PubChem chemical structure standardization (online).
    Webserver Link
  • Standardized-smiles: Python script to standardize small molecules (use RDKIT) (standalone).
    Code

Tautomer Generation

  • MolTaut: A Tool for the Rapid Generation of Favorable Tautomer in Aqueous Solution (compound preparation) (standalone).
    Code Last Commit Webserver

pKa

  • Graph-pKa: Multi-instance learning of graph neural networks for aqueous pKa prediction
    Publication Link