pmdarima: ARIMA estimators for Python

pmdarima brings R’s beloved auto.arima to Python, making an even stronger case for why you don’t need R for data science. pmdarima is 100% Python + Cython and does not leverage any R code, but is implemented in a powerful, yet easy-to-use set of functions & classes that will be familiar to scikit-learn users.

Quick refs, indices and tables

Helpful sections to get started:

• About the project

• Setup

• API Reference

• Contributing to pmdarima

• Contributors

• Citing

• When no viable models can be found

• Quickstart

• User Guide

Other versions

Documentation for other release versions of pmdarima:

• v2.0.1

• v2.0.0

• v1.8.5

• v1.8.4

• v1.8.3

• v1.8.2

• v1.8.1

• v1.8.0

• v1.7.1

• v1.7.0

• v1.6.1

• v1.6.0

• v1.5.3

• v1.5.2

• v1.5.1

• v1.4.0

• v1.3.0

• v1.2.0

• v1.1.1

• v1.1.0

• v1.0.0

• v0.9.0

Documentation for the bleeding edge (master branch) can also be found here:

• Bleeding edge

Donations

We’re a team of volunteers who maintain and contribute to this project because we want to see Python’s scientific and ML community continue to flourish. If the project has helped your or your team, please consider donating to the project!