Computation times#
10:26.187 total execution time for 10 files from auto_examples:
Example |
Time |
Mem (MB) |
|---|---|---|
Various string encoders: a sentiment analysis example ( |
03:39.477 |
1270.4 |
AggJoiner on a credit fraud dataset ( |
02:51.874 |
838.6 |
Encoding: from a dataframe to a numerical matrix for machine learning ( |
00:52.899 |
512.3 |
Spatial join for flight data: Joining across multiple columns ( |
00:47.653 |
3017.7 |
Interpolation join: infer missing rows when joining two tables ( |
00:39.360 |
2578.9 |
Fuzzy joining dirty tables with the Joiner ( |
00:34.121 |
500.5 |
SquashingScaler: Robust numerical preprocessing for neural networks ( |
00:29.233 |
499.7 |
Hands-On with Column Selection and Transformers ( |
00:15.630 |
499.7 |
Handling datetime features with the DatetimeEncoder ( |
00:12.319 |
504.4 |
Deduplicating misspelled categories ( |
00:03.621 |
500.1 |