Resolve #108 - training data transformations should not be reused #113
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cosmic-cortex merged 1 commit intomodAL-python:devfrom Jan 7, 2021
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…r on_transformed strategies
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@@ Coverage Diff @@
## dev #113 +/- ##
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+ Coverage 96.68% 96.80% +0.12%
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Files 31 31
Lines 1779 1786 +7
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+ Hits 1720 1729 +9
+ Misses 59 57 -2
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@BoyanH Any update on merging the PR? |
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@nawabhussain Sorry, it was on me. I got even more behind my work during the holidays, so I haven't got time to do it. I am getting started with it now. |
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Merged the PR, thanks! Pushing a new release (0.4.1) to PyPI soon. |
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Thank you for your work @BoyanH @cosmic-cortex. |
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Fixes #108
Transformed training data was originally stored as an optimization to not re-transform data between queries. Such an approach is faulty for all learnable transformatons, as these are changed after model retraining. The transformed training data is hence no longer stored.