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Chemical reaction data & benchmarks. Extraction and cleaning of data from Open Reaction Database (ORD)

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When trust_labelling=False, we are identifying solvents as any molecule that doesn't contribute atoms to the products AND is part of our solvents_set. However, molecules that sometimes act as solvents can...

enhancement
wontfix

How do we check we're only extracting single step reactions?

wontfix

Atom mapping in the USPTO dataset was done using Indigo over 6 years ago (https://figshare.com/articles/dataset/Chemical_reactions_from_US_patents_1976-Sep2016_/5104873), and better tools for atom mapping have since been created, e.g. rxn mapper (https://onlinelibrary.wiley.com/doi/10.1002/minf.202100138). Even...

documentation
wontfix

![image](https://user-images.githubusercontent.com/32938430/232911442-1b8a5efb-5a27-4dde-a77f-bc0084ec9b25.png)

bug

Currently in our output dataframe we use a mixture of nans and nones, we should converge on one. possibly nan

Currently we expect that all the solvents can be canonicalised. We should force this to be the case.

enhancement