Towards Unified Sequence Representation II: Add SequenceEmbeddingModel and Unified_RNN for hierarchical packed records by Logiquo · Pull Request #1347 · sunlabuiuc/PyHealth

Add SequenceEmbeddingModel and MultimodalRNN2 for SequenceProcessorV2 fields

Logiquo

authored

e9df704

Move the YAIB tasks and per-step labels to SequenceProcessorV2

Logiquo

authored

ad15c3e

Rename MultimodalRNN2 to Unified_RNN

Logiquo

authored

27238fe

Add MIMIC-IV YAIB benchmark example using Unified_RNN

Logiquo

authored

6cfcfbd

Simplify Unified_RNN to bottom-up encoding

Logiquo

authored

681a0b6

Use fixed mean pooling in Unified_RNN

Logiquo

authored

750056b

Fix empty numeric record embeddings for Unified_RNN

Logiquo

authored

1ccaabd

Add Unified_MLP and Unified_LogisticRegression for packed records

Logiquo

authored

eacecc2

Add MIMIC-IV YAIB example for unified MLP and logistic regression

Logiquo

authored

3e80514

Fix unified baseline imports and docstring examples

Logiquo

authored

7e4e75a

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Towards Unified Sequence Representation II: Add SequenceEmbeddingModel and Unified_RNN for hierarchical packed records - #1347

Towards Unified Sequence Representation II: Add SequenceEmbeddingModel and Unified_RNN for hierarchical packed records#1347
Logiquo wants to merge 10 commits into
feat/seq-v2from
feat/seq-v2-2

Commits on Oct 29, 2026

Add SequenceEmbeddingModel and MultimodalRNN2 for SequenceProcessorV2 fields

Move the YAIB tasks and per-step labels to SequenceProcessorV2

Rename MultimodalRNN2 to Unified_RNN

Add MIMIC-IV YAIB benchmark example using Unified_RNN

Simplify Unified_RNN to bottom-up encoding

Use fixed mean pooling in Unified_RNN

Fix empty numeric record embeddings for Unified_RNN

Add Unified_MLP and Unified_LogisticRegression for packed records

Add MIMIC-IV YAIB example for unified MLP and logistic regression

Fix unified baseline imports and docstring examples