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[ADD] EnbPI #135
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[ADD] EnbPI #135
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Remark: "artifical" alpha=0.5 in partial_fit. Should change regression.py to avoid it
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Codecov Report
@@ Coverage Diff @@
## master #135 +/- ##
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Coverage 100.00% 100.00%
==========================================
Files 18 20 +2
Lines 1348 1661 +313
Branches 150 180 +30
==========================================
+ Hits 1348 1661 +313
Continue to review full report at Codecov.
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# Conflicts: # HISTORY.rst # mapie/regression.py
…into enbpi # Conflicts: # mapie/time_series_regression.py
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examples/regression/2-advanced-analysis/plot_timeseries_enbpi.py
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examples/regression/2-advanced-analysis/plot_timeseries_enbpi.py
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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.
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
Checklist:
make lint
make type-check
make tests
make coverage
make doc