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        "description": "# pmdarima\n\n[![PyPI version](https://badge.fury.io/py/pmdarima.svg)](https://badge.fury.io/py/pmdarima)\n[![CircleCI](https://circleci.com/gh/tgsmith61591/pmdarima.svg?style=svg)](https://circleci.com/gh/tgsmith61591/pmdarima)\n[![Build Status](https://dev.azure.com/tgsmith61591gh/pmdarima/_apis/build/status/tgsmith61591.pmdarima?branchName=master)](https://dev.azure.com/tgsmith61591gh/pmdarima/_build/latest?definitionId=1&branchName=master)\n[![codecov](https://codecov.io/gh/tgsmith61591/pmdarima/branch/master/graph/badge.svg)](https://codecov.io/gh/tgsmith61591/pmdarima)\n![Supported versions](https://img.shields.io/badge/python-3.5+-blue.svg)\n![Downloads](https://img.shields.io/badge/dynamic/json?color=blue&label=downloads&query=%24.data.total&url=https%3A%2F%2Fstore.zapier.com%2Fapi%2Frecords%3Fsecret%3D3673941c25334a23867e7250777b1295%26key%3Ddata)\n\nPmdarima (originally `pyramid-arima`, for the anagram of 'py' + 'arima') is a no-nonsense statistical\nPython library with a solitary objective: bring R's\n[`auto.arima`](https://www.rdocumentation.org/packages/forecast/versions/7.3/topics/auto.arima)\nfunctionality to Python. Pmdarima operates by wrapping\n[`statsmodels.tsa.ARIMA`](https://github.com/statsmodels/statsmodels/blob/master/statsmodels/tsa/arima_model.py)\nand [`statsmodels.tsa.statespace.SARIMAX`](https://github.com/statsmodels/statsmodels/blob/master/statsmodels/tsa/statespace/sarimax.py)\ninto one estimator class and creating a more user-friendly estimator interface for programmers familiar with scikit-learn.\n\n\n## Installation\n\nPmdarima is on pypi under the package name `pmdarima` and can be downloaded via `pip`:\n\n```bash\n$ pip install pmdarima\n```\n\nNote that legacy versions (<1.0.0) are available under the name\n\"`pyramid-arima`\" and can be pip installed via:\n\n```bash\n# Legacy warning:\n$ pip install pyramid-arima\n# python -c 'import pyramid;'\n```\n\nTo ensure the package was built correctly, import the following module in python:\n\n```python\nfrom pmdarima.arima import auto_arima\n```\n\n\n### Availability\n\n`pmdarima` is available in pre-built Wheel files for Python 3.5+ for the following platforms:\n\n* Mac (64-bit)\n* Linux (64-bit manylinux)\n* Windows (32 & 64-bit)\n\nIf a wheel doesn't exist for your platform, you can still `pip install` and it\nwill build from the source distribution tarball, however you'll need `cython>=0.29`\nand `gcc` (Mac/Linux) or `MinGW` (Windows) in order to build the package from source.\n\n\n### Documentation\n\nAll of your questions and more (including examples and guides) can be answered by\nthe [`pmdarima` documentation](https://www.alkaline-ml.com/pmdarima). If not, always\nfeel free to file an issue.\n\n\n",
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