Triage

Bug Fixes

Saving `csv.gz` matrices on S3 was not working correctly. Now we `put` a file to S3 instead of streaming chunks.

Bug Fixes

Fixes saving the `csv.gz` features matrices on S3.

New Functionality

* Changing how we create the features matrix. Now we generate CSVs for each feature group and stitch them together on disk.
* We are reading and loading CSVs with Polars instead of pandas DataFrames to optimize time with a 10x improvement.

New Functionality

- Adds functionality to deal with the cohort being defined within the label query for predicting lists

Bug Fixes

- Fixes a bug on the Baseline Multi-Feature Ranker on the normalization (934)

Refactoring/Documentation

- Updates different packages

Bug Fixes
- Fixes a bug with logging existing cohort dates when using the labels query for the cohort and running with `replace=False` (915)

Bug Fixes
- Fixes a bug that was resulting in old default behavior being used when omitting the cohort section of the config to use the label config for both (911)
- Raise the intended depreciation warning (rather than a cryptic error) when specifying a `groups` key to feature aggregations (907)

Refactoring/Documentation
- Adds a colab-based tutorial for a quicker introduction to how to use triage (878)
- Remove a duplicated cohort section from the example experiment config (902)
- Various minor documentation updates