This notebook contains Time Series analysis models from the brand new KATS (Kits to Analyze Time Series) package build by the Facebook Research group on WHO verified covid-19 data for Azerbaijan (with the last updates). With KATS we can build 10 different Time Series analysis models such as Linear, Quadratic, ARIMA, SARIMA, Holt-Winters, Prophet, AR-Net, LSTM, Theta, and VAR. In this script, you will see 7 of them and an ensemble model as a bonus. Do not be shy to fork and make contributions.
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With the help of a brand new KATS package, we can detect outliers, change points, and build very strong Time Series Analysis models. By inspecting this repository you can get a solid vision of KATS on real Covid-19 data of Azerbaijan.
d4rthm4ul/Time-Series-Analysis-KATS-Covid-19-Azerbaijan
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With the help of a brand new KATS package, we can detect outliers, change points, and build very strong Time Series Analysis models. By inspecting this repository you can get a solid vision of KATS on real Covid-19 data of Azerbaijan.
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