├── CH01 ├── CH01.ipynb └── figures │ └── .gitignore ├── CH02 ├── CH02.ipynb └── figures │ └── .gitignore ├── CH03 ├── CH03.ipynb ├── CH03_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH04 ├── CH04.ipynb ├── CH04_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH05 ├── CH05.ipynb ├── CH05_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH06 ├── CH06.ipynb ├── CH06_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH07 ├── CH07.ipynb ├── CH07_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH08 ├── CH08.ipynb ├── CH08_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH09 ├── CH09.ipynb ├── CH09_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH10 ├── CH10.ipynb ├── CH10_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH11 ├── CH11.ipynb └── figures │ └── .gitignore ├── CH12 ├── CH12 - preprocessing.ipynb ├── CH12.ipynb ├── CH12_exercices_solution.ipynb ├── CH12_exercises_preprocessing.ipynb └── figures │ └── .gitignore ├── CH13&CH14 ├── CH13 & CH14.ipynb ├── CH13&CH14_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH15 ├── CH15.ipynb ├── CH15_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH16 ├── CH16.ipynb ├── CH16_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH17 ├── CH17.ipynb ├── CH17_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH18 ├── CH18_modeling.ipynb ├── CH18_preprocessing.ipynb └── figures │ └── .gitignore ├── CH19 ├── CH19.ipynb ├── CH19_exercises_solution.ipynb └── figures │ └── .gitignore ├── CH20 ├── CH20.ipynb └── figures │ └── .gitignore ├── LICENSE.txt ├── README.md └── data ├── AusAntidiabeticDrug.csv ├── Beijing_air_quality_Aotizhongxin.csv ├── GOOGL.csv ├── Metro_Interstate_Traffic_Volume.csv ├── air-passengers.csv ├── bandwidth.csv ├── beijing_air_quality.csv ├── ch18_test.csv ├── ch18_train.csv ├── ch18_val.csv ├── daily_min_temp.csv ├── ex_test.csv ├── ex_train.csv ├── ex_val.csv ├── foot_traffic.csv ├── jj.csv ├── metro_interstate_traffic_volume_preprocessed.csv ├── monthly_avg_retail_price_food_canada.csv ├── monthly_chocolate_search_usa.csv ├── test.csv ├── train.csv ├── val.csv └── widget_sales.csv /CH01/CH01.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcopeix/TimeSeriesForecastingInPython/HEAD/CH01/CH01.ipynb -------------------------------------------------------------------------------- /CH01/figures/.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CH02/CH02.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcopeix/TimeSeriesForecastingInPython/HEAD/CH02/CH02.ipynb -------------------------------------------------------------------------------- /CH02/figures/.gitignore: 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