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dssg
General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems
The postgres service in the github test suite is unnecessary: https://github.com/dssg/triage/blob/ab052a7a09a430e905823fb5cf4b47cb2ffbc361/.github/workflows/test.yaml#L9-L22 `testing.postgresql` initializes a local database. The service is created but goes unused. I ran `test.yaml` without the service and...
Looks like it will need a `pip install` of triage in addition to checking out the repo to build the API docs: ``` ERROR - mkdocstrings: Importing 'triage.component.audition.__init__' failed, possible...
black is still in requirement/dev.txt. Is it actually being used any more? I recall the discussion in #470 concluding with not using it going forward
This may involve some considerable refactoring, especially of unit tests, but by way of documentation, here are a couple of notes to consider from discussion with @jtwalsh0 and @ecsalomon on...
The additional estimators provided by catwalk are mentioned in the example experiment config, but should also be described in the documentation as well.
add support for baselines that include scorecard type models: - give a number of points for a feature being a certain value (or threshold) - either sort by the sum...
We've been using SQLAlchemy text type for UUID columns rather than Postgres's native UUID column type. (See [here](https://github.com/dssg/triage/blob/f15b86a15484663e948255a5b2251f1c41a38595/src/triage/component/results_schema/schema.py#L169) for an example.) The latter is 1) more efficient and 2) more...
More model types than LR should have scaled features, and scaling can aid in postmodeling analysis for all model types. Abstract the scaler that @shaycrk wrote and allow it to...
Our decision not to persist features limits the flexibility and reproducibility of the system. Triage is designed for batch processing, which means that we _could_ follow [functional data engineering principles](https://maximebeauchemin.medium.com/functional-data-engineering-a-modern-paradigm-for-batch-data-processing-2327ec32c42a)...
https://github.com/dssg/triage/blob/fa8d576c548b35d89dd4550ebb053ad6bfb37a38/src/triage/component/postmodeling/contrast/model_group_evaluator.py#L233