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Guolin Ke 2016-12-01 16:32:47 +08:00
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Коммит 29cf97e902
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import numpy as np
import random
import lightgbm as lgb
from sklearn import datasets, metrics, model_selection
rng = np.random.RandomState(2016)
X, y = datasets.make_classification(n_samples=10000, n_features=100)
x_train, x_test, y_train, y_test = model_selection.train_test_split(X, y, test_size=0.1, random_state=1)
lgb_model = lgb.LGBMClassifier(n_estimators=100).fit(x_train, y_train, [(x_test, y_test)], eval_metric="auc")

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python-package/README.rst Normal file
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LightGBM Python Package
=======================
Installation
------------
1. Following `Installation Guide <https://github.com/Microsoft/LightGBM/wiki/Installation-Guide>`__ to build first.
For the windows user, please change the build config to ``DLL``.
2. Install with ``cd python-package; python setpy.py install``
Note: Make sure you have `setuptools <https://pypi.python.org/pypi/setuptools>`__
Examples
--------
- Refer also to the walk through examples in `python-guide
folder <https://github.com/Microsoft/LightGBM/tree/master/examples/python-guide>`__