API reference

Every public name lives in one of the modules below, reached through its subpackage; the subpackages and the top-level cultivars namespace hold modules only and re-export nothing. Names beginning with an underscore, and the _core and _internals packages, are implementation detail and may change between releases without notice.

cultivars.univariate	Univariate models: one series, its mean, its variance, and its components.
cultivars.multivariate	Multivariate time series: one closed-system contract, five families on it.
cultivars.state_space	State-space substrates: linear-Gaussian, nonlinear, and regime-switching.
cultivars.data	Data access: the clients that bring series into the package, re-exported.
cultivars.summary	The reporting surface: the records every fitted result renders itself through.
cultivars.experimental	Recent models that are not yet packaged anywhere, under a looser contract.
cultivars.bayes	Bayesian workflow for the package's samplers: priors, chains, checks, evidence, combination.
cultivars.diagnostics	Diagnostics: what a series is before a model is fitted, and what a fit left behind.
cultivars.forecast	Forecast evaluation: scoring, comparison, and calibration of densities.
cultivars.spectral	Frequency-domain views of fitted systems and data, filters, cycle dating, and wavelets.
cultivars.exceptions	Public exception and warning hierarchy for cultivars.
cultivars.typing	Public type aliases for the categorical options a specification takes.