Packages List
Basic Packages
| Name | Func | OS | Test Version |
|---|---|---|---|
| √ | √ | ||
| √ | √ |
Features Packages
| Name | Func | OS | Test Version |
|---|---|---|---|
| √ | √ | ||
| RcppDL | implements basic machine learning methods with many layers (deep learning), including dA (Denoising Autoencoder), SdA (Stacked Denoising Autoencoder), RBM (Restricted Boltzmann machine) and DBN (Deep Belief Nets) | ||
| saenet | An implementation of a stacked sparse autoencoder for dimension reduction of features and pretraining of feed-forward neural networks | √ | √ |
ML Packages
| Name | Func | OS | Test Version |
|---|---|---|---|
| H2O | |||
| glmnet | |||
| randomforest | |||
| gbm | |||
| caret | |||
| Xgboost |
Packages
| Name | Func | OS | Test Version |
|---|---|---|---|
| GWmodel | GWR、GWSS、GWPCA、GWDA等地理加权模型 |