- [Regression] Regressão Linear
- [Regression] Regressão Logística
- [Clustering] K-Means
- SVM (diferentes Kernel)
- ANN (MLP, +PCA, +Prune
Packages:
Package | Available architectures of neural networks |
---|---|
MXNetR | Feed-forward neural network, convolutional neural network (CNN) |
darch | Restricted Boltzmann machine, deep belief network |
deepnet | Feed-forward neural network, restricted Boltzmann machine, deep belief network, stacked autoencoders |
H2O | Feed-forward neural network, deep autoencoders |
deepr | Simplify some functions from H2O and deepnet packages |
https://www.datacamp.com/community/tutorials/keras-r-deep-learning