d4rthm4ul / time-series-analysis-kats-covid-19-azerbaijan

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.

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.