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Usage for structure prediction tasks #726

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padix-key opened this issue Dec 20, 2024 · 0 comments
Open

Usage for structure prediction tasks #726

padix-key opened this issue Dec 20, 2024 · 0 comments
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example idea An idea for a new example in the gallery

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@padix-key
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padix-key commented Dec 20, 2024

Biotite is integrated in workflows of many structure prediction models. Hence we could add an example script that serves as loose collection of possible uses of Biotite in this context.

Input topics:

  • One-hot sequence encoding (using ProteinSequence.code)
  • Getting the assembly (structure.io.pdbx.get_assembly())
  • Filtering high-quality structures from AFDB as training samples
  • Secondary structure as feature (DsspApp, structure.annotate_sse())

Output topics:

This list is probably not exhaustive, so if anyone has additional ideas, please add them to the issue!

Notably this script should not run any model itself. It is only about preparing features for a hypothetical model and evaluating the output structure poses (e.g. taken from AlphaFold DB).

@padix-key padix-key added the example idea An idea for a new example in the gallery label Dec 20, 2024
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