Encoders for encoding categorical variables and scaling continuous data.
Classes
EncoderNormalizer(method, center, log_scale, …)
EncoderNormalizer
Special Normalizer that is fit on each encoding sequence.
GroupNormalizer(method, groups, center, …)
GroupNormalizer
Normalizer that scales by groups.
NaNLabelEncoder(add_nan, warn)
NaNLabelEncoder
Labelencoder that can optionally always encode nan and unknown classes (in transform) as class 0
0
TorchNormalizer(method, center, log_scale, …)
TorchNormalizer
Basic target transformer that can be fit also on torch tensors.