189 regularized adaptive prediction sets

[vincentblot28]

Description

Implementation of the RAPS method for MapieClassifier

Fixes #189

Type of change

Please remove options that are irrelevant.

• New feature (non-breaking change which adds functionality)

Checklist

• [x] I have read the contributing guidelines
• [x] I have updated the HISTORY.rst and AUTHORS.rst files
• [x] Linting passes successfully : make lint
• [x] Typing passes successfully : make type-check
• [x] Unit tests pass successfully : make tests
• [ ] Coverage is 100% : make coverage
• [ ] Documentation builds successfully : make doc

[codecov-commenter]

Codecov Report

Base: 100.00% // Head: 99.91% // Decreases project coverage by -0.08% :warning:

Coverage data is based on head (ef6d873) compared to base (0337adf). Patch coverage: 100.00% of modified lines in pull request are covered.

Additional details and impacted files

@@             Coverage Diff             @@
##            master     #210      +/-   ##
===========================================
- Coverage   100.00%   99.91%   -0.09%     
===========================================
  Files           24       24              
  Lines         2290     2445     +155     
  Branches       253      266      +13     
===========================================
+ Hits          2290     2443     +153     
- Misses           0        1       +1     
- Partials         0        1       +1     

Impacted Files	Coverage Δ
mapie/classification.py	100.00% <100.00%> (ø)
mapie/tests/test_classification.py	100.00% <100.00%> (ø)
mapie/tests/test_utils.py	100.00% <100.00%> (ø)
mapie/utils.py	100.00% <100.00%> (ø)
mapie/quantile_regression.py	98.57% <0.00%> (-1.43%)	:arrow_down:

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