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Updated documentation
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vruusmann committed Jun 20, 2024
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30 changes: 30 additions & 0 deletions NEWS.md
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# 0.109.0 #

## Breaking changes

None.

## New features

* Added support for Scikit-Learn 1.5.X.

* Added support for `yeo-johnson` power transform method in [`PowerTransformer`](https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PowerTransformer.html) class.

This method is the default for this transformer.

## Minor improvements and fixes

* Fixed the initialization of Python expression evaluation environments.

The environment is "pre-loaded" with a small number of Python built-in (`math`, `re`) and third-party (`numpy`, `pandas`, `scipy` and optionally `pcre`) module imports.

All imports use canonical module names (eg. `import numpy`). There is **no** module name aliasing taking place (eg. `import numpy as np`).
Therefore, the evaluatable Python expressions must also spell out canonical module names.

See [SkLearn2PMML-421](https://github.com/jpmml/sklearn2pmml/issues/421)

* Added support for `log` link function in `ExplainableBoostingRegressor` class.

See [SkLearn2PMML-422](https://github.com/jpmml/sklearn2pmml/issues/422)


# 0.108.0 #

## Breaking changes
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6 changes: 3 additions & 3 deletions README.md
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# News and Updates #

The current version is **0.108.0** (20 May, 2024):
The current version is **0.109.0** (19 June, 2024):

```
pip install sklearn2pmml==0.108.0
pip install sklearn2pmml==0.109.0
```

See the [NEWS.md](https://github.com/jpmml/sklearn2pmml/blob/master/NEWS.md#01080) file.
See the [NEWS.md](https://github.com/jpmml/sklearn2pmml/blob/master/NEWS.md#01090) file.

# Prerequisites #

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