pyMAISE.preprocessing.one_hot_encode

pyMAISE.preprocessing.one_hot_encode(data, **kwargs)

One hot encode multiclass classification data. This is required for training neural network models. This function utilizes pandas.get_dummies [M+10].

Parameters:

• data (xarray.DataArray) – All data to be one hot encoded.

• dtype (dtype, default=float) – The data type.

Returns:

dummified_data – One hot encoded data.

Return type:

xarray.DataArray