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Python's forecast::auto.arima equivalent

Project description

PyPI version Linux build status Windows build status PyPy 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.

Project details


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Files for pyramid-arima, version 0.9.0
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Filename, size pyramid_arima-0.9.0-cp27-cp27m-macosx_10_6_x86_64.whl (208.8 kB) File type Wheel Python version cp27 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp27-cp27m-manylinux1_x86_64.whl (569.2 kB) File type Wheel Python version cp27 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp27-cp27mu-manylinux1_x86_64.whl (575.7 kB) File type Wheel Python version cp27 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp27-cp27m-win32.whl (180.5 kB) File type Wheel Python version cp27 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp27-cp27m-win_amd64.whl (205.3 kB) File type Wheel Python version cp27 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp35-cp35m-macosx_10_6_x86_64.whl (200.5 kB) File type Wheel Python version cp35 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp35-cp35m-manylinux1_x86_64.whl (599.0 kB) File type Wheel Python version cp35 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp35-cp35m-win32.whl (173.4 kB) File type Wheel Python version cp35 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp35-cp35m-win_amd64.whl (197.3 kB) File type Wheel Python version cp35 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp36-cp36m-manylinux1_x86_64.whl (598.0 kB) File type Wheel Python version cp36 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp36-cp36m-win32.whl (174.0 kB) File type Wheel Python version cp36 Upload date Hashes View hashes
Filename, size pyramid_arima-0.9.0-cp36-cp36m-win_amd64.whl (198.6 kB) File type Wheel Python version cp36 Upload date Hashes View hashes

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