pyramid-arima, for the anagram of 'py' + 'arima') is a no-nonsense statistical Python library with a solitary objective: bring R's
functionality to Python. Pmdarima operates by wrapping
into one estimator class and creating a more user-friendly estimator interface for programmers familiar with scikit-learn.
Pmdarima is on pypi under the package name
pmdarima and can be downloaded via
$ pip install pmdarima
Note that legacy versions (<1.0.0) are available under the name "
can be pip installed via:
# Legacy warning: $ pip install pyramid-arima # python -c 'import pyramid;'
To ensure the package was built correctly, import the following module in python:
from pmdarima.arima import auto_arima
pmdarima is available in pre-built Wheel files for the following Python versions:
- Python 3.5+:
- Mac (64-bit)
- Linux (64-bit manylinux)
- Windows (32 & 64-bit)
If a wheel doesn't exist for your platform, you can still
pip install and it will
build from the source distribution tarball, however you'll need
gcc (Mac/Linux) or
MinGW (Windows) in order to build the package from source.
All of your questions and more (including examples and guides) can be answered
pmdarima documentation. If not,
always feel free to file an issue.