33 lines
1022 B
Python
33 lines
1022 B
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
|
|
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']
|