https://github.com/sassoftware/python-pipefitter

The SAS pipefitter package provides a Python API for developing pipelines for data transformation and model fitting as stages of a repeatable machine learning workflow in either SAS v9 or SAS Viya.
https://github.com/sassoftware/python-pipefitter

Last synced: 10 months ago
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The SAS pipefitter package provides a Python API for developing pipelines for data transformation and model fitting as stages of a repeatable machine learning workflow in either SAS v9 or SAS Viya.

• Host: GitHub
• URL: https://github.com/sassoftware/python-pipefitter
• Owner: sassoftware
• License: apache-2.0
• Created: 2017-04-02T04:50:16.000Z (about 9 years ago)
• Default Branch: main
• Last Pushed: 2023-01-24T21:17:38.000Z (over 3 years ago)
• Last Synced: 2024-12-04T00:03:28.015Z (over 1 year ago)
• Language: Python
• Homepage:
• Size: 1.33 MB
• Stars: 12
• Watchers: 13
• Forks: 7
• Open Issues: 2
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE.txt

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README

          
This project is no longer under active development and was archived on 2025-02-05.

**************

SAS Pipefitter

**************

The SAS Pipefitter project provides a Python API for developing

machine learning pipelines. The pipelines are built from stages

that perform variable transformation, parameter estimation, and

hyperparameter tuning. 

A key feature of pipefitter is that the pipelines can run

with a SAS 9.4 platform as well as with SAS Cloud Analytic

Services (CAS) in the SAS Viya platform.

This package builds on the SASPy and SAS SWAT packages. Those

packages enable Python to work with SAS 9.4 and SAS Viya,

respectively.

Installation

============

SAS pipefitter can be installed as follows with `pip`::

    pip install pipefitter

Alternatively, you can install a specific release as follows::

    pip install https://github.com/sassoftware/python-pipefitter/releases/download/vX.X.X/pipefitter-X.X.X.tar.gz

Dependencies

============

The package is a pure Python package and works with Python 2.7 or 3.4+.

However, the packages that enable Python to work with the different

SAS platforms introduce dependencies of their own.

+--------------+-------------------+--------------------+

| Package      | SAS Platfom       | Python Support     | 

+==============+===================+====================+

| SASPy 2.x    | SAS 9.4 or higher | Python 3.x         | 

+--------------+-------------------+--------------------+

| SWAT v1.1.0+ | SAS Viya          | Python 2.7 or 3.4+ |

+--------------+-------------------+--------------------+

Resources

=========

`Pipefitter documentation `_

`SASPy `_

`SAS SWAT for Python `_

`Python `_