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Add temporal architectures #30

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egillax opened this issue Aug 25, 2022 · 0 comments
Open

Add temporal architectures #30

egillax opened this issue Aug 25, 2022 · 0 comments
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enhancement New feature or request
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egillax commented Aug 25, 2022

Add temporal architectures to the package. They should include at least:

  • A transformer - both including working on visit and feature embeddings
    -- If working on visit embeddings it sums together the feature embeddings for each patient's visit. This will greatly speed up training since the sequnce length will be the number of visits instead of the number of features.

  • RNNs like LSTM and GRUs.

  • RETAIN - which uses RNNs to compute attentions

@egillax egillax added the enhancement New feature or request label Aug 25, 2022
@egillax egillax added this to the 1.1 milestone Aug 25, 2022
@egillax egillax modified the milestones: 1.1, 2.1 Dec 21, 2023
@egillax egillax modified the milestones: 2.1, 2.2 Jul 9, 2024
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