Technical requirements

You will need to set up the Anaconda environment following the instructions in the Preface of the book to get a working environment with all the packages and datasets required for the code in this book.

You need to run the following notebooks for this chapter:

• 02 - Preprocessing London Smart Meter Dataset.ipynb in Chapter02
• 01-Setting up Experiment Harness.ipynb in Chapter04
• 02-Baseline Forecasts using darts.ipynb in Chapter04
• 01-Feature Engineering.ipynb in Chapter06
• 02-Dealing with Non-Stationarity.ipynb in Chapter07
• 02a-Dealing with Non-Stationarity-Train+Val.ipynb in Chapter07
• 00-Single Step Backtesting Baselines.ipynb in Chapter08
• 01-Forecasting with ML.ipynb in Chapter08
• 01a-Forecasting with ML for Test Dataset.ipynb in Chapter08
• 02-Forecasting with Target Transformation.ipynb in Chapter08
• 02a-Forecasting with Target Transformation(Test).ipynb in Chapter08

The code for this chapter can be found at...