模块汇总
| 模块分类 | 模块名称 | 横向联邦 | 纵向联邦 |
|---|---|---|---|
| Model | Linear Regression | ✓ | ✓ |
| Logistic Regression | ✓ | ✓ | |
| Neural Network | ✓ | ✗ | |
| XGBoost | ✗ | ✓ | |
| LLM | ✓ | ✗ | |
| Preprocessing | KBinsDiscretizer | ✓ | ✓ |
| MaxAbsScaler | ✓ | ✓ | |
| MinMaxScaler | ✓ | ✓ | |
| StandardScaler | ✓ | ✓ | |
| RobustScaler | ✓ | ✓ | |
| Normalizer | ✓ | ✓ | |
| LabelBinarizer | ✓ | ✓ | |
| LabelEncoder | ✓ | ✓ | |
| MultiLabelBinarizer | ✓ | ✓ | |
| OneHotEncoder | ✓ | ✓ | |
| OrdinalEncoder | ✓ | ✓ | |
| TargetEncoder | ✓ | ✓ | |
| QuantileTransformer | ✓ | ✓ | |
| SplineTransformer | ✓ | ✓ | |
| SimpleImputer | ✓ | ✓ |