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Implement Prescient #1184

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adamgayoso opened this issue Sep 29, 2021 · 3 comments
Closed

Implement Prescient #1184

adamgayoso opened this issue Sep 29, 2021 · 3 comments
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help wanted new model Proposals to implement new model

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@adamgayoso
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Proposal to implement Prescient.

  1. Code: https://github.com/gifford-lab/prescient
  2. Paper: https://www.nature.com/articles/s41467-021-23518-w

Level of difficulty: Intermediate, the model is already written with PyTorch. A custom training plan is probably necessary.
@adamgayoso adamgayoso added enhancement help wanted new model Proposals to implement new model and removed enhancement labels Sep 29, 2021
@PierreBoyeau
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In addition to having the model, I think this is an opportunity to use cases of exotic data handling approaches.
Do you think we should get in touch with their lab?

@adamgayoso
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Yes I think it's a good stress test. Would be great if you contacted them.

@PierreBoyeau
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Ok let me contact them, I'll cc-you!

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@adamgayoso @PierreBoyeau @martinkim0