ibex
¶
Pandas adapters for sklearn-type estimators
sklearn
¶
Wrappers for sklearn
.
This module loads corresponding modules in sklearn
on demand, just
as sklearn
does. Its contents depend on those of the sklearn
in your system when it is loaded.
Example
>>> import sklearn
>>> import ibex
sklearn.linear_model
is part of sklearn
,
therefore ibex.sklearn
will have a counterpart.
>>> 'linear_model' in sklearn.__all__
True
>>> 'linear_model' in ibex.sklearn.__all__
True
>>> from ibex.sklearn import linear_model
foo
is not part of sklearn
,
therefore ibex.sklearn
will not have a counterpart.
>>> 'foo' in sklearn.__all__
False
>>> 'foo' in ibex.sklearn.__all__
False
>>> try:
... from ibex.sklearn import foo
... except ImportError:
... print('caught')
caught
preprocessing
¶
Auto-generated ibex.sklearn
wrapper for sklearn.preprocessing
.
pipeline
¶
Auto-generated ibex.sklearn
wrapper for sklearn.pipeline
.
ibex.sklearn.pipeline.make_union()
ibex.sklearn.pipeline.make_pipeline()
model_selection
¶
Auto-generated ibex.sklearn
wrapper for sklearn.model_selection
.
ibex.sklearn.model_selection.cross_val_predict()