Add EBCL (Event-Based Contrastive Learning) model#1046
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neeya-devan wants to merge 8 commits intosunlabuiuc:masterfrom
Open
Add EBCL (Event-Based Contrastive Learning) model#1046neeya-devan wants to merge 8 commits intosunlabuiuc:masterfrom
neeya-devan wants to merge 8 commits intosunlabuiuc:masterfrom
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Contributor Information
Name: Neeya Devanagondi, NetID: neeyati2
Name: Rahul Kasibhatla, NetID: rahulk8
Type of Contribution
Original Paper
Description
Adds EBCL (Event-Based Contrastive Learning) model to PyHealth for learning representations from pre- and post-event medical time-series data.
The model:
Files to review
pyhealth/models/ebcl.py
pyhealth/models/__init__.pydocs/api/models/pyhealth.models.EBCL.rst
docs/api/models.rst
examples/mimic4_mortality_ebcl.py
tests/core/test_ebcl.py