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Pyramid brings R's beloved auto.arima to Python, making an even stronger case for why you don't need R for data science.

Home Page: https://www.alkaline-ml.com/pyramid

License: MIT License

Makefile 0.62% Jupyter Notebook 4.97% Python 87.67% Batchfile 1.38% Shell 5.24% C 0.11%

pyramid's Introduction

PyPI version Linux build status Windows build status codecov Supported versions Supported versions

pyramid

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.

Installation

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

Documentation

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.

pyramid's People

Contributors

tgsmith61591 avatar charlesdrotar avatar garyforeman avatar

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