Encoding a column#

GapEncoder

Constructs latent topics with continuous encoding.

MinHashEncoder

Encode string categorical features by applying the MinHash method to n-gram decompositions of strings.

SimilarityEncoder

Encode string categories to a similarity matrix, to capture fuzziness across a few categories.

DatetimeEncoder

Extract temporal features such as month, day of the week, … from a datetime column.

ToCategorical

Convert a string column to Categorical dtype.

ToDatetime

Parse datetimes represented as strings and return Datetime columns.

to_datetime

Convert DataFrame or column to Datetime dtype.