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[ADD] EnbPI #135

Merged
merged 37 commits into from
Jun 13, 2022
Merged

[ADD] EnbPI #135

merged 37 commits into from
Jun 13, 2022

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tmorzade
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@tmorzade tmorzade commented Feb 11, 2022

Description

Add a class dedicated for Time Series Regression called MapieTimeSeriesRegressor.

Correspond to Issue #134 .
Also fixes issue #164 .

Type of change

Please remove options that are irrelevant.

  • New feature (non-breaking change which adds functionality)
  • This change requires a documentation update

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

  • Test A
  • Test B

Checklist:

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

Thomas Morzadec added 2 commits February 8, 2022 17:10
Remark: "artifical" alpha=0.5 in partial_fit. Should change regression.py to avoid it
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codecov-commenter commented Feb 28, 2022

Codecov Report

Merging #135 (3f779ec) into master (f8fc330) will not change coverage.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##            master      #135    +/-   ##
==========================================
  Coverage   100.00%   100.00%            
==========================================
  Files           18        20     +2     
  Lines         1348      1661   +313     
  Branches       150       180    +30     
==========================================
+ Hits          1348      1661   +313     
Impacted Files Coverage Δ
mapie/tests/test_utils.py 100.00% <ø> (ø)
mapie/_compatibility.py 100.00% <100.00%> (ø)
mapie/regression.py 100.00% <100.00%> (ø)
mapie/subsample.py 100.00% <100.00%> (ø)
mapie/tests/test_regression.py 100.00% <100.00%> (ø)
mapie/tests/test_subsample.py 100.00% <100.00%> (ø)
mapie/tests/test_time_series_regression.py 100.00% <100.00%> (ø)
mapie/time_series_regression.py 100.00% <100.00%> (ø)
mapie/utils.py 100.00% <100.00%> (ø)

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@gmartinonQM gmartinonQM linked an issue Mar 11, 2022 that may be closed by this pull request
Thomas Morzadec added 3 commits March 21, 2022 11:19
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[ENHANCEMENT]: MAPIE is not available for Time Series yet [ENHANCEMENT] time series conformal prediction
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