GardevoirX/CNS_drug_screening

Implementation of some useful molecular descriptors

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Backgrounds

As mentioned in README, the base of this machine learning project is the molecular descriptors.

Requirements

We need to implement more molecular descriptors, like $\log P$ (Partition coefficient (oil/ water)), topological polar surface area (TPSA), numbers related to H-Bonds (like donor, acceptor), solvent accessible surface area (SASA), number of rotatable bonds and number of aromatic rings.

TODO

References

  1. https://www.rdkit.org/docs/source/rdkit.Chem.Crippen.html
  2. https://www.rdkit.org/new_docs/source/rdkit.Chem.rdMolDescriptors.html