Dwave-scikit-learn-plugin

New Features

- Apply a label to the problems submitted to Leap.

Bug Fixes

- Fix `SelectFromQuadraticModel` to handle the case when `X` has a column with all equal values.

Prelude

Initial release of `dwave-scikit-learn-plugin`.

New Features

- Add `SelectFromQuadraticModel` class for feature selection.

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- Add `dwave.plugins.sklearn.utilities.cov` function. A drop-in replacement for `numpy.cov` that is modified to avoid unnecessary memory usage when working with `numpy.memmap` arrays.

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- Add `dwave.plugins.sklearn.utilities.corrcoef` function. A drop-in replacement for `numpy.corrcoef` that is modified to avoid unnecessary memory usage when working with `numpy.memmap` arrays.

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- Add `dwave.plugins.sklearn.utilities.dot_2d` function. A drop-in replacement for `numpy.dot` for 2d arrays that is modified to avoid unnecessary memory usage when working with `numpy.memmap` arrays.