Pyramid is a no-nonsense statistical Python library with a solitary objective: bring R's
auto.arima
functionality to Python. Pyramid operates by wrapping
statsmodels.tsa.ARIMA and
statsmodels.tsa.statespace.SARIMAX
into one estimator class and creating a more user-friendly estimator interface for programmers familiar with scikit-learn.
Pyramid is on pypi under the package name pyramid-arima and can be downloaded via pip:
$ pip install pyramid-arima
To ensure the package was built correctly, import the following module in python:
from pyramid.arima import auto_arima
All of your questions and more (including examples and guides) can be answered by the Pyramid documentation. If not, always feel free to file an issue.
FAQs
Python's forecast::auto.arima equivalent
We found that pyramid-arima demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
PyPI confirms no security flaws were exploited in the Ultralytics supply chain attack and highlights improvements for safer package publishing.
Security News
Research
The Socket Research Team breaks down a malicious wrapper package that uses obfuscation to harvest credentials and exfiltrate sensitive data.
Research
Security News
Attackers used a malicious npm package typosquatting a popular ESLint plugin to steal sensitive data, execute commands, and exploit developer systems.