Ballet

Latest version: v0.19.5

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0.18.0

* Added [Consumer Guide](https://ballet.github.io/ballet/consumer_guide.html)
* Can use Ballet together with MLBlocks to engineer features and then use additional preprocessing and ML components ([86](https://github.com/ballet/ballet/pull/86))
* Can wrap the extracted feature matrix in a data frame with named columns derived from ``feature.output`` or ``feature.name``
* Implemented `ballet.encoder.EncoderPipeline` to (mostly) mirror `ballet.pipeline.FeatureEngineeringPipeline`
* Can specify the dataset used for fitting the pipeline in the engineer-features CLI via `--train-dir path/to/train/dir`

0.17.0

* Support nested transformers, both with nested features and with input/transformer tuples wrapped with SubsetTransformers ([82](https://github.com/ballet/ballet/pull/82))
* Allow `Client.discover` to skip summary statistics if development dataset cannot be loaded or if features produce errors

0.16.0

* Add `Client.discover` functionality ([80](https://github.com/ballet/ballet/pull/80))
* Switch the order of `NullFiller` parameters to more closely resemble `fillna` signature

0.15.2

* Operate columnwise in `VarianceThresholdAccepter`, rather than computing the variance of
the entire feature group.

0.15.1

* Add debug logging for new accepters

0.15.0

* Add `VarianceThresholdAccepter`, `MutualInformationAccepter`, and `CompoundAccepter` ([76](https://github.com/ballet/ballet/pull/76))

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