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Make `TimeSeriesImputerTransform` vectorized
IMPORTANT: Please do not create a Pull Request without creating an issue first.
Before submitting (must do checklist)
- [x] Did you read the contribution guide?
- [x] Did you update the docs? We use Numpy format for all the methods and classes.
- [x] Did you write any new necessary tests?
- [ ] Did you update the CHANGELOG?
Type of Change
- [ ] Examples / docs / tutorials / contributors update
- [ ] Bug fix (non-breaking change which fixes an issue)
- [x] Improvement (non-breaking change which improves an existing feature)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
Proposed Changes
Make TimeSeriesImputerTransform
vectorized
Related Issue
#748.
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Codecov Report
Merging #760 (5b8c41d) into master (4b034be) will decrease coverage by
32.78%
. The diff coverage is10.34%
.
@@ Coverage Diff @@
## master #760 +/- ##
===========================================
- Coverage 83.50% 50.71% -32.79%
===========================================
Files 122 122
Lines 6734 6743 +9
===========================================
- Hits 5623 3420 -2203
- Misses 1111 3323 +2212
Impacted Files | Coverage Δ | |
---|---|---|
etna/transforms/missing_values/imputation.py | 24.69% <10.34%> (-73.92%) |
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etna/commands/__init__.py | 0.00% <0.00%> (-100.00%) |
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etna/commands/backtest_command.py | 0.00% <0.00%> (-96.43%) |
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etna/commands/forecast_command.py | 0.00% <0.00%> (-93.94%) |
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etna/commands/__main__.py | 0.00% <0.00%> (-87.50%) |
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etna/commands/resolvers.py | 0.00% <0.00%> (-80.00%) |
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etna/analysis/outliers/density_outliers.py | 22.44% <0.00%> (-75.52%) |
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etna/datasets/datasets_generation.py | 27.02% <0.00%> (-72.98%) |
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etna/transforms/timestamp/time_flags.py | 27.02% <0.00%> (-72.98%) |
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etna/transforms/timestamp/fourier.py | 28.00% <0.00%> (-72.00%) |
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... and 71 more |
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