yohou.stationarity

Trend and seasonality estimation, stationarity transforms, and decomposition components.

Transformers

Name	Description
AbsoluteSeasonalReturn	Absolute seasonal return (difference) time series transformer.
ASinhTransformer	Variance stabilization through arcsinh transform.
BoxCoxTransformer	Box-Cox power transformation time series transformer.
LogTransformer	Logarithmic time series transformer.
SeasonalDifferencing	Seasonal differencing time series transformer.
SeasonalLogDifferencing	Seasonal log differencing time series transformer.
SeasonalReturn	Seasonal percentage return time series transformer.

Point Forecasters

Name	Description
FourierSeasonalityForecaster	Forecast using Fourier series representation of seasonality.
PatternSeasonalityForecaster	Forecast using seasonal pattern extraction and repetition.
PolynomialTrendForecaster	Forecast using polynomial trend extrapolation with ElasticNet regularization.