Philip Hyunsu Cho fb56da5e8b
Add global configuration (#6414)
* Add management functions for global configuration: XGBSetGlobalConfig(), XGBGetGlobalConfig().
* Add Python interface: set_config(), get_config(), and config_context().
* Add unit tests for Python
* Add R interface: xgb.set.config(), xgb.get.config()
* Add unit tests for R

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2020-12-03 00:05:18 -08:00

35 lines
1.1 KiB
Python

# coding: utf-8
"""XGBoost: eXtreme Gradient Boosting library.
Contributors: https://github.com/dmlc/xgboost/blob/master/CONTRIBUTORS.md
"""
import os
from .core import DMatrix, DeviceQuantileDMatrix, Booster
from .training import train, cv
from . import rabit # noqa
from . import tracker # noqa
from .tracker import RabitTracker # noqa
from . import dask
try:
from .sklearn import XGBModel, XGBClassifier, XGBRegressor, XGBRanker
from .sklearn import XGBRFClassifier, XGBRFRegressor
from .plotting import plot_importance, plot_tree, to_graphviz
from .config import set_config, get_config, config_context
except ImportError:
pass
VERSION_FILE = os.path.join(os.path.dirname(__file__), 'VERSION')
with open(VERSION_FILE) as f:
__version__ = f.read().strip()
__all__ = ['DMatrix', 'DeviceQuantileDMatrix', 'Booster',
'train', 'cv',
'RabitTracker',
'XGBModel', 'XGBClassifier', 'XGBRegressor', 'XGBRanker',
'XGBRFClassifier', 'XGBRFRegressor',
'plot_importance', 'plot_tree', 'to_graphviz', 'dask',
'set_config', 'get_config', 'config_context']