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commented
7 months ago Codecov Report
Attention: 4 lines in your changes are missing coverage. Please review.
Comparison is base (
2a56526) 90.03% compared to head (bf08fea) 89.94%.
| Files | Patch % | Lines |
|---|---|---|
| ...rd/ml/operator_converters/sklearn/poly_features.py | 78.94% | 2 Missing and 2 partials :warning: |
Additional details and impacted files
```diff @@ Coverage Diff @@ ## main #763 +/- ## ========================================== - Coverage 90.03% 89.94% -0.09% ========================================== Files 80 80 Lines 4695 4696 +1 Branches 861 864 +3 ========================================== - Hits 4227 4224 -3 - Misses 267 269 +2 - Partials 201 203 +2 ``` | [Flag](https://app.codecov.io/gh/microsoft/hummingbird/pull/763/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | Coverage Δ | | |---|---|---| | [unittests](https://app.codecov.io/gh/microsoft/hummingbird/pull/763/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | `89.94% <78.94%> (-0.09%)` | :arrow_down: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft#carryforward-flags-in-the-pull-request-comment) to find out more.:umbrella: View full report in Codecov by Sentry.
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giriprasad51
273 fixed
import hummingbird import numpy as np from sklearn.preprocessing import PolynomialFeatures from hummingbird.ml import convert for degree in range(10): X = np.arange(15).reshape(3,5) y = np.random.randint(2, size=6)
poly = PolynomialFeatures(degree) poly_sk = poly.fit_transform(X) poly_convert = convert(poly, 'pytorch') poly_h = poly_convert.transform(X) if (poly_sk != poly_h).all() : print(degree)