Refactor quantile binning

[alanbijuthomas]

Description

Refactor code for uncertainty estimation using QBin with tasks from discussion.

Status

Hold

Types of changes

• Non-breaking change (fix or new feature that would not break existing functionality).
• Breaking change (fix or new feature that would cause existing functionality to change).
• New tests added to cover the changes.
• In-line docstrings updated.
• Source for documentation at docs manually updated for new API.

[codecov-commenter]

Codecov Report

Merging #398 (f90bf1a) into main (0139b14) will not change coverage.
The diff coverage is n/a.

❗ Current head f90bf1a differs from pull request most recent head 539edc6. Consider uploading reports for the commit 539edc6 to get more accurate results

@@           Coverage Diff           @@
##             main     #398   +/-   ##
=======================================
  Coverage   89.97%   89.97%           
=======================================
  Files          65       65           
  Lines        7001     7001           
=======================================
  Hits         6299     6299           
  Misses        702      702           

[github-actions]

This pull request has been automatically marked as stale due to lack of activity.