├── .gitignore ├── 0 The forecaster’s toolbox.ipynb ├── 1 A tidy forecasting workflow.ipynb ├── 10 Time series cross-validation.ipynb ├── 2 Some simple forecasting methods.ipynb ├── 3 Fitted values and residuals.ipynb ├── 4 Residual diagnostics.ipynb ├── 5 Distributional forecasts and prediction intervals.ipynb ├── 6 Forecasting using transformations.ipynb ├── 7 Forecasting with decomposition.ipynb ├── 8 Evaluating point forecast accuracy.ipynb ├── 9 Evaluating distributional forecast accuracy.ipynb ├── Assets ├── GOOGL.csv ├── aus-production.csv ├── cross-validation-2.PNG ├── cross-validation.PNG ├── egg_prices.csv ├── global_economy_data.csv ├── traintest-1.png ├── us_retail_employment.csv └── workflow-1.png ├── LICENSE └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nixtla/fpp3-python/HEAD/.gitignore -------------------------------------------------------------------------------- /0 The 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intervals.ipynb -------------------------------------------------------------------------------- /6 Forecasting using transformations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nixtla/fpp3-python/HEAD/6 Forecasting using transformations.ipynb -------------------------------------------------------------------------------- /7 Forecasting with decomposition.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nixtla/fpp3-python/HEAD/7 Forecasting with decomposition.ipynb -------------------------------------------------------------------------------- /8 Evaluating point forecast accuracy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nixtla/fpp3-python/HEAD/8 Evaluating point forecast accuracy.ipynb 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