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All Projects → Chemellia → ChemistryFeaturization.jl

Chemellia / ChemistryFeaturization.jl

Licence: MIT license
Interface package for featurizing atomic structures

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machine-learningchemistryfeaturization

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ChemistryFeaturization.jl

Run tests codecov Stable Dev

Interface for modular, flexible, invertible featurization of atomic structures for machine learning purposes.

Check out our JuliaCon 2021 talk here! (note that some syntax is out of date)

This package is currently focused on bulk systems. We have plans for more extensive support of organic molecules, but at the moment, MolecularGraph is probably your best bet. PubChem stores many molecular features for the compounds they catalog, and their data can be accessed via PubChemCrawler.

Features

For a fairly extensive tour, check out the tutorial in the docs!

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