pyriemann_qiskit.utils.preprocessing.NdRobustScaler

class pyriemann_qiskit.utils.preprocessing.NdRobustScaler

Apply one robust scaler by feature.

RobustScaler of scikit-learn [1] is adapted to 3d inputs [2].

References

[1]

https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.RobustScaler.html

[2]

https://stackoverflow.com/questions/50125844/how-to-standard-scale-a-3d-matrix

Notes

Added in version 0.2.0.

__init__()

Methods

__init__()
fit(X[, _y])
fit_transform(X[, y])	Fit to data, then transform it.
set_output(*[, transform])	Set output container.
transform(X, **kwargs)