Justin Xu

Feature Request: Token Count / Cost Estimate

1

Would be incredible if the token count feature was available again (think was implemented in legacy version per #332). Maybe even a total USD cost estimate hidden in the profile...

[BUG] Pip version outdated

1

## Describe the bug The pip version seems to be oudated despite the version number being the same. I checked the code files from the repo vs. the ones installed...

Memory usage with high # of predicates

5

Possible area of enhancement regarding memory usage when a high number of predicates is specified. I remember when I profiled, the memory peaked during the creation of the predicate columns....

Allow derived predicates that are dependent on other derived predicates

Functionality of #42 but usable in aces-cli as opposed to only in Python API

OMOP - [ ] Extraction mode for OMOP CDM - [ ] Demonstration using MEDS OMOP ETL or using mapping from OHDSI ATLAS i2b2 - [ ] Extraction mode for...

Directly support case-control matching

2

- [ ] Add ability to perform case-control matching

Support for additional task types and outputs

2

Right now we basically only support binary classification. This is ok for now, but we could aim to support more complex tasks: - [ ] Ordinal regression - [ ]...

Directly support tasks with multiple endpoints

1

- [ ] Enable `OR` relationship across branches in the task tree

LLM integration for extraction

1

- [ ] Test LLMs to extract predicates from dataset specifications - [ ] Test LLMs to construct task criteria based on provided predicates and task description in natural language...