sparsereg.preprocessing package

Submodules

sparsereg.preprocessing.symfeat module

class sparsereg.preprocessing.symfeat.Base[source]

Bases: sklearn.base.BaseEstimator, sklearn.base.TransformerMixin

name
class sparsereg.preprocessing.symfeat.SimpleFeature(exponent, index=0)[source]

Bases: sparsereg.preprocessing.symfeat.Base

Base to create polynomial features.

transform(x)[source]
class sparsereg.preprocessing.symfeat.OperatorFeature(feat_cls, operator, operator_name=None)[source]

Bases: sparsereg.preprocessing.symfeat.Base

transform(x)[source]
class sparsereg.preprocessing.symfeat.ProductFeature(feat_cls1, feat_cls2)[source]

Bases: sparsereg.preprocessing.symfeat.Base

transform(x)[source]
sparsereg.preprocessing.symfeat.hashed_hash_()[source]
sparsereg.preprocessing.symfeat.hashed_hash(x)
class sparsereg.preprocessing.symfeat.SymbolicFeatures(exponents=[1], operators={}, consider_products=True)[source]

Bases: sparsereg.preprocessing.symfeat.Base

fit(x, y=None)[source]
transform(x)[source]
get_feature_names(input_features=None)[source]

Get all the feature names. Only Available after fitting.

Module contents