Hi Mario, I use the python library MolVS (from Matt Swain, 2016)
https://molvs.readthedocs.io/en/latest/

Features <https://molvs.readthedocs.io/en/latest/#features>

   - Normalization of functional groups to a consistent format.
   - Recombination of separated charges.
   - Breaking of bonds to metal atoms.
   - Competitive reionization to ensure strongest acids ionize first in
   partially ionize molecules.
   - Tautomer enumeration and canonicalization.
   - Neutralization of charges.
   - Standardization or removal of stereochemistry information.
   - Filtering of salt and solvent fragments.
   - Generation of fragment, isotope, charge, tautomer or stereochemistry
   insensitive parent structures.
   - Validations to identify molecules with unusual and potentially
   troublesome characteristics.

Best,

Alexis

On Thu, 13 Sep 2018 at 20:47, Mario Lovrić <mario.lovri...@gmail.com> wrote:

> Dear all,
>
> What is your experience in preparing a compound set for fingerprint
> generation, do you follow the same procedures as for descriptors (remove
> salts, remove metals etc)?
> Does anyone have a cleaning procedure to recommend?
>
> Thank you in advance.
>
> --
> Mario Lovrić
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