Computation times#

07:09.318 total execution time for 11 files from auto_examples:

Example

Time

Mem (MB)

Various string encoders: a sentiment analysis example (0020_text_with_string_encoders.py)

02:50.454

0.0

AggJoiner on a credit fraud dataset (0070_join_aggregation.py)

02:00.260

0.0

Encoding: from a dataframe to a numerical matrix for machine learning (0010_encodings.py)

00:36.740

0.0

SquashingScaler: Robust numerical preprocessing for neural networks (0100_squashing_scaler.py)

00:23.461

0.0

Spatial join for flight data: Joining across multiple columns (0060_multiple_key_join.py)

00:22.952

0.0

Interpolation join: infer missing rows when joining two tables (0080_interpolation_join.py)

00:19.099

0.0

Fuzzy joining dirty tables with the Joiner (0040_fuzzy_joining.py)

00:12.088

0.0

Hands-On with Column Selection and Transformers (0090_apply_to_cols.py)

00:09.867

0.0

Getting Started (0000_getting_started.py)

00:09.209

0.0

Handling datetime features with the DatetimeEncoder (0030_datetime_encoder.py)

00:03.918

0.0

Deduplicating misspelled categories (0050_deduplication.py)

00:01.270

0.0