Download rbm dbn mnist Free Java Code
Description
Restricted Boltzmann Machine and Deep Belief Network Implementation. Uses MNIST dataset as a demo.
Source Files
The download file rbm-dbn-mnist-master.zip has the following entries.
LICENSE/* w w w .j a v a 2s . c o m*/
pom.xml
readme.md
src/main/java/com/github/tjake/rbm/BinaryLayer.java
src/main/java/com/github/tjake/rbm/GaussianLayer.java
src/main/java/com/github/tjake/rbm/Layer.java
src/main/java/com/github/tjake/rbm/LayerFactory.java
src/main/java/com/github/tjake/rbm/SimpleRBM.java
src/main/java/com/github/tjake/rbm/SimpleRBMTrainer.java
src/main/java/com/github/tjake/rbm/StackedRBM.java
src/main/java/com/github/tjake/rbm/StackedRBMTrainer.java
src/main/java/com/github/tjake/rbm/Tuple.java
src/main/java/com/github/tjake/rbm/minst/BinaryMinstDBN.java
src/main/java/com/github/tjake/rbm/minst/BinaryMinstRBM.java
src/main/java/com/github/tjake/rbm/minst/Demo.java
src/main/java/com/github/tjake/rbm/minst/GenerativeMinstDBN.java
src/main/java/com/github/tjake/rbm/minst/MinstDatasetReader.java
src/main/java/com/github/tjake/rbm/minst/MinstItem.java
src/main/java/com/github/tjake/util/Utilities.java
Download
Click the following link to download rbm-dbn-mnist-master.zip.
rbm-dbn-mnist-master.zip