TSF

This repo contains all exercises of the Time Series Forecasting (TSF) course.

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Name		Name	Last commit message	Last commit date
Latest commit History 31 Commits
data		data
images		images
Ex10_StatisticalForecasting.SARIMAX_Model.ipynb		Ex10_StatisticalForecasting.SARIMAX_Model.ipynb
Ex11_StatisticalForecasting.VAR_Model.ipynb		Ex11_StatisticalForecasting.VAR_Model.ipynb
Ex12_DeepLearning.Basics.ipynb		Ex12_DeepLearning.Basics.ipynb
Ex13_DeepLearning.DataWindowing.ipynb		Ex13_DeepLearning.DataWindowing.ipynb
Ex14_DeepLearning_LSTM.ipynb		Ex14_DeepLearning_LSTM.ipynb
Ex15_FoundationModels.Prophet.ipynb		Ex15_FoundationModels.Prophet.ipynb
Ex16_FoundationModels.TimesFM.ipynb		Ex16_FoundationModels.TimesFM.ipynb
Ex1_Time_Series_Analysis.ipynb		Ex1_Time_Series_Analysis.ipynb
Ex2_StatisticalForecasting.Decomposition.ipynb		Ex2_StatisticalForecasting.Decomposition.ipynb
Ex3_StatisticalForecasting.Baseline_Models.ipynb		Ex3_StatisticalForecasting.Baseline_Models.ipynb
Ex4_StatisticalForecasting.RandomWalk_Forecast.ipynb		Ex4_StatisticalForecasting.RandomWalk_Forecast.ipynb
Ex5_StatisticalForecasting.MA_Model.ipynb		Ex5_StatisticalForecasting.MA_Model.ipynb
Ex6_StatisticalForecasting.AR_Model.ipynb		Ex6_StatisticalForecasting.AR_Model.ipynb
Ex7_StatisticalForecasting.ARMA_Model.ipynb		Ex7_StatisticalForecasting.ARMA_Model.ipynb
Ex8_StatisticalForecasting.ARIMA_Model.ipynb		Ex8_StatisticalForecasting.ARIMA_Model.ipynb
Ex9_StatisticalForecasting.SARIMA_Model.ipynb		Ex9_StatisticalForecasting.SARIMA_Model.ipynb
Exam.SoSe2025.ipynb		Exam.SoSe2025.ipynb
README.md		README.md