Techniques included

In this package, we have the following techniques:

Restricted Boltzmann Machines

• Standard 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
• Temperature-based DBMs
• Dropout DBMs
• Dropconnect DBMs

Deep Belief Networks

• Standard DBNs
• Temperature-based DBNs
• Dropout DBNs
• Dropconnect DBNs

Enhanced Probabilistic Neural Network

• EPNN with OPF classification

Linear Regression

• Standard Linear Regression

Logistic Regression

• Standard Logistic Regression

Principal Component Analysis

• Standard PCA

Artificial Neural Networks

• Standard ANN with OPF or K-Means clustering

Please refer to 'Examples of scripts' section in order to learn how to work with them.