Salomon
*root README* - [ ] https://github.com/dssg/hitchhikers-guide/blob/master/dssg-manual - [ ] https://github.com/dssg/hitchhikers-guide/blob/master/curriculum *sources/curriculum/programming_best_practices/reproducible-software/README.md* - [ ] https://github.com/dssg/hitchhikers-guide/tree/master/tech-tutorials/reproducible_ETL - [ ] https://github.com/dssg/hitchhikers-guide/tree/master/tech-tutorials/git-and-github - [ ] https://github.com/dssg/hitchhikers-guide/tree/master/tech-tutorials/test-test-test - [ ] https://github.com/dssg/hitchhikers-guide/tree/master/tech-tutorials/legible-good-code Probably others....
In general, we try to use `>=` and `
Out test suite produces 488025 warnings. That's a lot. Maybe it could produce fewer
[Recent versions of s3fs make using boto3 difficult due to dependency conflicts](https://github.com/fsspec/s3fs/issues/357); it seems unlikely this situation will be resolved given that it has remained active for about 2 years....
Triage would ideally create features for each temporal fold, such that columns (whether quantitative aggregates or categorical choice aggregates) that would not have been available (or which would not have...
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
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)...
Pulling this out into an issue. Context from my earlier comment on the retrain-and-predict PR: We decided on using `matrix_type` in the first version of triage to handle different label...
Maybe this should be a link? I thought I was reading the documentation... 