Python 3.12.13, torch 2.14.0, numpy 2.5.4, pandas 3.0.6, sklearn 1.9.1
Rows: 731; 2011-01-01 to 2012-12-31
Rows before windowing: train=511, validation=110, test=110
Train: (497, 14, 1) (497, 1)
Validation: (110, 14, 1) (110, 1)
Test: (110, 14, 1) (110, 1)
First window: 2011-01-01 to 2011-01-14 -> target 2011-01-15
Parameters: 1233
Best epoch: 13; validation MAE: 798.9 rentals/day
Training only: 0.92 s (CPU, one thread)
Yesterday  test MAE: 926.6 rentals/day
Last week  test MAE: 1382.1 rentals/day
LSTM       test MAE: 1117.2 rentals/day
Test targets: 2012-09-13 to 2012-12-31