Tutorial

In following notebooks we will cover the major part of hcrystalball library.

Wrappers

1. Introduction to wrappers

2. Autoregressive Modelling in Sklearn

3. Using Sklearn Pipelines

4. Seasonalities and Holidays

5. Model Selection

6. Advanced Prophet Usage

7. Advanced Sarimax Usage

8. Ensembles

9. Transforming Target

Model Selection

1. ModelSelector Basics

2. ModelSelectorResult Basics

3. ModelSelector Advanced

Note : Wrappers for non core installation are showcased in the content. You can install missing dependencies or exchange e.g. ProphetWrapper with get_sklearn_wrapper(RandomForestRegressor).