{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial\n", "
\n", " \n", "
\n", "\n", "In following notebooks we will cover the major part of hcrystalball library." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Wrappers\n", "1. [Introduction to wrappers](tutorial/wrappers/01_wrappers_intro.ipynb)\n", "2. [Autoregressive Modelling in Sklearn](tutorial/wrappers/02_ar_modelling_in_sklearn.ipynb)\n", "3. [Using Sklearn Pipelines](tutorial/wrappers/03_sklearn_pipeline.ipynb)\n", "4. [Seasonalities and Holidays](tutorial/wrappers/04_seasonalities_and_holidays.ipynb)\n", "5. [Model Selection](tutorial/wrappers/05_model_selection.ipynb)\n", "6. [Advanced Prophet Usage](tutorial/wrappers/06_advanced_prophet.ipynb)\n", "7. [Advanced Sarimax Usage](tutorial/wrappers/07_advanced_sarimax.ipynb)\n", "8. [Ensembles](tutorial/wrappers/08_ensembles.ipynb)\n", "9. [Transforming Target](tutorial/wrappers/09_transforming_target.ipynb)\n", "\n", "## Model Selection\n", "1. [ModelSelector Basics](tutorial/model_selection/01_model_selector_basic.ipynb)\n", "2. [ModelSelectorResult Basics](tutorial/model_selection/02_model_selector_result_basic.ipynb)\n", "3. [ModelSelector Advanced](tutorial/model_selection/03_model_selector_advanced.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**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).*" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }