Metadata-Version: 2.1
Name: ifeature
Version: 0.0.5
Summary: description
Home-page: https://github.com/Jie-Yuan/iFeature
Author: JieYuan
Author-email: 313303303@qq.com
Maintainer: JieYuan
Maintainer-email: 313303303@qq.com
License: MIT
Keywords: DeepLearning,313303303@qq.com
Platform: all
Classifier: Development Status :: 4 - Beta
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: Implementation
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Software Development :: Libraries
Requires-Python: >=3, <4
Description-Content-Type: text/markdown

## 特征工程

### Install
```bash
pip install git+https://github.com/Jie-Yuan/iFeature.git
```

```
_clf = LGBMClassifier(n_estimators=1)
X = iris.data[:100, :]
y = iris.target[:100]
_clf.fit(X, y)
show_info = ['split_gain', 'internal_value', 'internal_count', 'leaf_count']
lgb.plot_tree(_clf.booster_, figsize=(60, 80), show_info=show_info)

model = _clf.booster_.dump_model()
tree_infos = model['tree_info'] # xgb_._Booster.get_dump()
```


