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Formatting of MD Simulated Training Data #4

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osession opened this issue Jul 26, 2023 · 0 comments
Open

Formatting of MD Simulated Training Data #4

osession opened this issue Jul 26, 2023 · 0 comments

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@osession
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osession commented Jul 26, 2023

Hello!

I have a question in regards to how the training data is formatted. I saw in your paper that 100 frames of MD simulation is gathered for each of the 3218 structures from the PDBBind data and from this post I understand that the 100 frames are represented as 100 pdb and 100 sdf files for one structure, so that it ends up with 321800 pdb/sdf files altogether.

I am curious to know how it affects the model if you are feeding in the 100 different pdb/sdfs for one structure that all have the same pk value? Is that the correct way of inputting the data for preprocessing and training?

I was also wondering about this statement in the README: "Unlike PDBBind, for custom input files, we pick pockets on the fly rather than as input." Is this only true for test data that is being run in the run_cusom_input.sh? Or is it true as well for data that is being passed in as training data for training a new model?

Thanks so much for all your great work!!

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