Computation times#

08:59.008 total execution time for 11 files from auto_examples:

Example

Time

Mem (MB)

Various string encoders: a sentiment analysis example (02_text_with_string_encoders.py)

03:40.613

0.0

AggJoiner on a credit fraud dataset (07_join_aggregation.py)

02:32.708

0.0

Encoding: from a dataframe to a numerical matrix for machine learning (01_encodings.py)

00:49.450

0.0

SquashingScaler: Robust numerical preprocessing for neural networks (10_squashing_scaler.py)

00:28.496

0.0

Spatial join for flight data: Joining across multiple columns (06_multiple_key_join.py)

00:27.502

0.0

Interpolation join: infer missing rows when joining two tables (08_interpolation_join.py)

00:17.915

0.0

Fuzzy joining dirty tables with the Joiner (04_fuzzy_joining.py)

00:14.591

0.0

Getting Started (00_getting_started.py)

00:11.405

0.0

Hands-On with Column Selection and Transformers (09_apply_to_cols.py)

00:10.343

0.0

Handling datetime features with the DatetimeEncoder (03_datetime_encoder.py)

00:04.789

0.0

Deduplicating misspelled categories (05_deduplication.py)

00:01.198

0.0