Confidence interval feature

[a-kore]

Feature

Short Description

Adds confidence intervals to performance-over-time plot in overview section. Users can specify the mean_std_min_evals parameter in the export method to set how many data points are required to start calculating intervals. The default is 3.

Tests Added

• No tests added.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 75.27%. Comparing base (9418bcf) to head (f44d842).

Additional details and impacted files

@@             Coverage Diff             @@
##             main     #639       +/-   ##
===========================================
+ Coverage   39.50%   75.27%   +35.76%     
===========================================
  Files         128      128               
  Lines       11471    11473        +2     
===========================================
+ Hits         4532     8636     +4104     
+ Misses       6939     2837     -4102     

Files	Coverage Δ
cyclops/report/model_card/sections.py	100.00% <100.00%> (ø)
cyclops/report/report.py	72.82% <100.00%> (+47.04%)	⬆️

... and 89 files with indirect coverage changes