Skip to content

Daily regressor and hyperparameter tuning model, suited towards pure time series data containing customer habits

Notifications You must be signed in to change notification settings

louis-2183/extended-prophet

Repository files navigation

extended-prophet

Hyperparameter tuning has always proven to be effective for increasing model accuracy - however this can be expanded upon. When trying to predict on time-series data, sometimes the dates in question are the most effective indicator of volume - especially in the topic of trends in customer behaviour.

extended-prophet aims to combine the effects of hyperparameter tuning with a selection of exogenous regressors - picking the most optimal patterns in dates to use as a basis to futher increase model accuracy.

About

Daily regressor and hyperparameter tuning model, suited towards pure time series data containing customer habits

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages