Examples

General examples

General-purpose and introductory examples for pmdarima. These examples are designed to introduce you to the package style and layout.

Simple auto_arima model

ARIMA examples

Examples of how to use the pmdarima.arima module to fit timeseries models.

Persisting an ARIMA model

Fitting an auto_arima model

Adding new observations to your model

Datasets examples

Examples of how to use the pmdarima.datasets module to conveniently load toy time series data for model benchmarking and experimentation.

Dataset loading

Utils examples

Examples of how to use the pmdarima.utils module to plot timeseries data, difference arrays, and more.

Array concatenation