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odtuyzt / chrono-kit

An open source time series analysis library for processing, analyzing, visualising and forecasting time series data
MIT License
9 stars 6 forks source link

Implement Holt-Winters Methods. #10

Closed hasanemirakin closed 1 year ago

hasanemirakin commented 1 year ago

Implement Holt's Trend (linear and damped) and Holt-Winters Seasonal Methods(additive and multiplicative) under smoothing.py.

-https://otexts.com/fpp2/holt.html (Holt's Trend methods explanation and equations) -https://otexts.com/fpp2/holt-winters.html (Holt-Winters' Seasonal methods explanation and equations)

hasanemirakin commented 1 year ago

Trend and Seasonal methods have been implemented by @kilavuza, will merge after some refacturing.