Pmdarima (originally 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:
$ pip install pmdarima
Note that legacy versions (<1.0.0) are available under the name
"pyramid-arima" and can be pip installed via:
To ensure the package was built correctly, import the following module in python:
pmdarima is available in pre-built Wheel files for Python 3.5+ for the following platforms:
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 cython>=0.29
and 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 by
the pmdarima documentation. If not, always
feel free to file an issue.