Techniques included

In this package, we have the following techniques:

Restricted Boltzmann Machines

• Standard RBMs
• Tensor RBMs
• Gaussian RBMs
• Dropout RBMs
• Dropout Gaussian RBMs
• Dropconnect RBMs
• Discriminative RBMs
• Dropout Discriminative RBMs
• Gaussian Discriminative RBMs
• Dropout Gaussian Discriminative RBMs

Deep Boltzmann Machines

• Standard DBMs
• Tensor DBMs
• Dropout DBMs
• Dropconnect DBMs

Deep Belief Networks

• Standard DBNs
• Tensor DBNs
• Dropout DBNs
• Dropconnect DBNs

Enhanced Probabilistic Neural Networks

• EPNN with OPF classification and optimization

Optimum-Path Forest

• OPF clustering with optimization
• OPF-knn with optimization
• OPF pruning with optimization

Feature Selection

• Combinatorial OPF
• Feature Selection with OPF classification
• Feature Selection with Hamming distance

Linear Regression

• Standard Linear Regression

Logistic Regression

• Standard Logistic Regression

All references and further information can be found at: https://github.com/jppbsi/LibOPF/wiki and https://github.com/jppbsi/LibDEEP/wiki