Extended predicate expansions

justin13601 / ACES

ACES: Automatic Cohort Extraction System for Event-Streams

https://eventstreamaces.readthedocs.io/en/latest/

MIT License

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Extended predicate expansions #66

Open justin13601 opened 5 months ago

justin13601 commented 5 months ago

[x] #94
[ ] Add predicates that are based on time aggregations (ie., mean, median, moving averages) for more constraints
[ ] Add support for polars SQL
[ ] Add not() syntax
[ ] Create fully parsable grammar for nested boolean logic
[ ] ESGPT predicates (#136)

justin13601 commented 5 months ago

We hope to support more complex predicates that are not expressed as codes in datasets (ie., those that require aggregations of medians/running averages over time to measure disease progression), as well as derived predicates with not() or nested boolean logic. In both cases, predicates can currently be specified manually by creating the predicates dataframe directly.

justin13601 commented 5 months ago

We also hope to support SQL for the creation of predicate columns via the new polars function !

justin13601 commented 5 months ago

Second phase after #47