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LightGBM Python Package

Installation

  1. Following Installation Guide to build first. For the windows user, please change the build config to DLL.
  2. Install with cd python-package; python setup.py install

Note: Make sure you have setuptools

Examples

Refer to the walk through examples in python-guide folder

Troubleshooting

Refer to FAQ

Developments

The code style of python package follows pep8. If you would like to make a contribution and not familiar with pep-8, please check the pep8 style guide first. Otherwise, you won't pass the check. You should be careful about:

  • E1 Indentation (check pep8 link above)
  • E202 whitespace before and after brackets
  • E225 missing whitespace around operator
  • E226 missing whitespace around arithmetic operator
  • E261 at least two spaces before inline comment
  • E301 expected 1 blank line in front of and at the end of a method
  • E302 expected 2 blank lines in front of and at the end of a function or a class

You can ignore E501 (line too long).