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        "description": "pyshifu\r\n=======\r\n|Build Status|\r\n\r\n\r\npyshifu is a Python module for machine learning build on top of java version shifu, which provided large scalability of\r\nbuild high accuracy models with TB level data set in hours.\r\n\r\nMore details about shifu, visit shifu's wiki page: https://github.com/shifuml/shifu/wiki\r\n|Shifu Pipeline|\r\n\r\npyshifu provided the basic operations in the pipeline above, such as new, init, stats...\r\n\r\nInstallation\r\n------------\r\n\r\nDependencies\r\n~~~~~~~~~~~~\r\n\r\nshifu requires:\r\n- Python(>=2.7 or >=3.3)\r\n- Java(>=7.0)\r\n\r\nshifu Optional:\r\n- Hadoop\r\n\r\nPlatform requirement:\r\n- Mac\r\n- Linux\r\n- Windows(>=10586.1007)\r\nAs pyshifu currently depended on bash script to set environment, so windows without shell support could not work\r\ncorrectly. In the future, we will remove all shell script.\r\n\r\nUser installation\r\n~~~~~~~~~~~~~~~~~\r\n\r\nThe easiest way to install pyshifu is using pip::\r\n    pip install pyshifu\r\n\r\nor use conda::\r\n    conda install pyshifu\r\n\r\nDevelopment\r\n-----------\r\n\r\nWe welcome new contributors of all experience levels. The shifu\r\ncommunity goals are to be helpful, welcoming, and effective. The\r\n`Contribute Guide <http: shifu.ml=\"\" project=\"\" about=\"\" #how-to-contribute=\"\">`__\r\nhas detailed information about contributing code, documentation, tests,\r\nand more. We've included some basic information in this README.\r\n\r\nImportant links\r\n~~~~~~~~~~~~~~~\r\n\r\n- Official source code repo: https://github.com/ShifuML/pyshifu\r\n- Download releases: https://pypi.python.org/pypi/pyshifu\r\n- Issue tracker: https://github.com/ShifuML/pyshifu/issues\r\n\r\nSource code\r\n~~~~~~~~~~~\r\n\r\nYou can check the latest sources with the command:\r\n\r\n.. code::\r\n\r\ngit clone https://github.com/ShifuML/pyshifu.git\r\n\r\nSetting up a development environment\r\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\r\n\r\n`Quick tutorial <doc developers=\"\" guide.md=\"\">`__ on how to go about setting\r\nup your environment to contribute to pyshifu.\r\n\r\nTesting\r\n~~~~~~~\r\n\r\nThis project intend to make the python code 100% test coverage. You can\r\ntest by tox.\r\n\r\n.. code::\r\n\r\npip install -r requirements-build.txt\r\n# run the python tests\r\ntox -r\r\n\r\nSubmitting a Pull Request\r\n~~~~~~~~~~~~~~~~~~~~~~~~~\r\n\r\nBefore opening a Pull Request, have a look at the full Contributing page\r\nto make sure your code complies with our `Develop\r\nguide <doc developers=\"\" guide.md=\"\">`__. ## Project History This project is\r\nstarted for help user using shifu in python environment.\r\n\r\nHelp and Support\r\n----------------\r\n\r\nDocumentation\r\n~~~~~~~~~~~~~\r\n\r\n- User guide: `User guide <doc users=\"\" guide.md=\"\">`__\r\n- Develop document: `Develop guide <doc developers=\"\" guide.md=\"\">`__\r\n- FAQ page: https://github.com/ShifuML/pyshifu/wiki/FAQ-page\r\n\r\nCommunication\r\n~~~~~~~~~~~~~\r\n\r\nYou can leave your message here, `Message\r\nBoard <https: github.com=\"\" shifuml=\"\" pyshifu=\"\" wiki=\"\" message-board=\"\">`__.\r\n\r\nCitation\r\n~~~~~~~~\r\n\r\nIf you use scikit-learn in a scientific publication, we would appreciate\r\n`Citations <https: github.com=\"\" shifuml=\"\" pyshifu=\"\" wiki=\"\" citations=\"\">`__.\r\n\r\nThanks\r\n~~~~~~\r\n\r\n1, Thanks kyhau for python-repo-template project to create an empty\r\npython module. https://github.com/kyhau/python-repo-template\r\n\r\n.. |Build Status| image:: https://travis-ci.org/wuhaifengdhu/pyshifu.svg?branch=master :target: https://travis-ci.org/wuhaifengdhu/pyshifu\r\n.. |Shifu Pipeline| image:: doc/images/pipline/pipline.png\r\n\r\n",
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