Mango Ataulfo (Patch 4)

Improvements

• The experiment summary report now verifies whether the DB credentials are stored as environment variables or in a database.yaml file.
• The experiment_hash and run_id of an experiment are printed on the log file instead of only being printed if the logging was on debug level.
• The summary of the run is added as log messages at the end of each Triage run.
• The ExperimentReport object includes default values if the user doesn’t specify them. By default, Performance is set to recall@1_pct, and Bias is set to tpr_disparity across all groups. If the experiment doesn’t contain evaluations for these defaults, Triage will automatically use one of the available metrics instead.
• The model grid preset has been updated.

Bug Fixes

• Setting up the precision display of pandas used on the experiment summary report of Post-modeling.
• Setting up the precision display of pandas used on visualizations to get it from the display on the audit tutorial notebook.
• Writing crosstabs to the DB

Documentation

• Postmodeling tutorial notebook postmodeling_analysis_example_dojo_mh.ipynb with the current functions of the postmodeling analysis.