pyshifu is a Python module for machine learning build on top of java version shifu, which provided large scalability of build high accuracy models with TB level data set in hours.
More details about shifu, visit shifu's wiki page: https://github.com/shifuml/shifu/wiki
pyshifu provided the basic operations in the pipeline above, such as new, init, stats...
shifu requires:
- Python(>=2.7 or >=3.3)
- Java(>=7.0)
Shifu Optional:
- Hadoop
Platform requirement:
- Mac
- Linux
- Windows(>=10586.1007)
As pyshifu currently depended on bash script to set environment, so windows without shell support could not work correctly. In the future, we will remove all shell script.
The easiest way to install pyshifu is using pip:
pip install pyshifu
or use conda:
conda install pyshifu
We welcome new contributors of all experience levels. The shifu community goals are to be helpful, welcoming, and effective. The Contribute Guide has detailed information about contributing code, documentation, tests, and more. We've included some basic information in this README.
- Official source code repo: https://github.com/ShifuML/pyshifu
- Download releases: https://pypi.python.org/pypi/pyshifu
- Issue tracker: https://github.com/ShifuML/pyshifu/issues
You can check the latest sources with the command:
git clone https://github.com/ShifuML/pyshifu.git
Quick tutorial on how to go about setting up your environment to contribute to pyshifu.
This project intend to make the python code 100% test coverage. You can test by tox.
pip install -r requirements-build.txt
# run the python tests
tox -r
Before opening a Pull Request, have a look at the full Contributing page to make sure your code complies with our Develop Guide.
This project is started for help user using shifu in python environment.
- User guide: User Guide
- Develop document: Develop Guide
- FAQ page: https://github.com/ShifuML/pyshifu/wiki/FAQ-page
You can leave your message here, Message Board.
If you use scikit-learn in a scientific publication, we would appreciate Citations.
1, Thanks kyhau for python-repo-template project to create an empty python module. https://github.com/kyhau/python-repo-template
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