GitHub - thomaskty/TSA: A comprehensive collection of time series analysis notebooks covering statistical modeling & forecasting.

thomaskty / TSA Public

A comprehensive collection of time series analysis notebooks covering statistical modeling & forecasting.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.gitignore		.gitignore
01 Time Series Data.ipynb		01 Time Series Data.ipynb
ARMA Model.ipynb		ARMA Model.ipynb
Anomaly Detection.ipynb		Anomaly Detection.ipynb
Augmented Dickey-Fuller Test.ipynb		Augmented Dickey-Fuller Test.ipynb
GARCH Model.ipynb		GARCH Model.ipynb
GARCH Stock Modeling.ipynb		GARCH Stock Modeling.ipynb
Gmail API Tutorial.ipynb		Gmail API Tutorial.ipynb
Google Vision API.ipynb		Google Vision API.ipynb
Granger Causality.ipynb		Granger Causality.ipynb
Investing.ipynb		Investing.ipynb
MA Model.ipynb		MA Model.ipynb
Model Selection.ipynb		Model Selection.ipynb
Multi Arm Bandit.ipynb		Multi Arm Bandit.ipynb
SARIMA Model.ipynb		SARIMA Model.ipynb
STL Decomposition.ipynb		STL Decomposition.ipynb
Stock Forecasting.ipynb		Stock Forecasting.ipynb
Time Series Data Preprocessing.ipynb		Time Series Data Preprocessing.ipynb
Undo Stationary Transformations.ipynb		Undo Stationary Transformations.ipynb
VAR Model.ipynb		VAR Model.ipynb
catfish.csv		catfish.csv
ice_cream.csv		ice_cream.csv
ice_cream_interest.csv		ice_cream_interest.csv
ice_cream_vs_heater.csv		ice_cream_vs_heater.csv
original_series.csv		original_series.csv
series_tickers.p		series_tickers.p
smoothing_methods.ipynb		smoothing_methods.ipynb