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authorChristopher Baines <mail@cbaines.net>2015-11-22 16:57:58 +0000
committerChristopher Baines <mail@cbaines.net>2015-11-22 16:58:40 +0000
commite6fc0c2246c9ec6862fc476321fb6be351af6eee (patch)
tree4d880e41101376812ca82c6415c208c80ed87903
parent7f3e6d93c41c8d70e9c6c766c16211b486d5c038 (diff)
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@@ -10,9 +10,22 @@ Package: python-sklearn-pandas
Architecture: all
Depends: ${misc:Depends}, ${python:Depends}
Description: Pandas integration with sklearn
+ sklearn-pandas provides a bridge between scikit-learn's machine learning
+ methods and pandas data frames.
+ .
+ In particular, it provides:
+ - a way to map DataFrame columns to transformations, which are later
+ recombined into features
+ - a way to cross-validate a pipeline that takes a pandas DataFrame as input.
Package: python3-sklearn-pandas
Architecture: all
Depends: ${misc:Depends}, ${python3:Depends}
Description: Pandas integration with sklearn
-
+ sklearn-pandas provides a bridge between scikit-learn's machine learning
+ methods and pandas data frames.
+ .
+ In particular, it provides:
+ - a way to map DataFrame columns to transformations, which are later
+ recombined into features
+ - a way to cross-validate a pipeline that takes a pandas DataFrame as input.