Hello world examples of some of the Machine Learning algorithms.
##Run Go to the respective directory and run!
#MLP- Multi-layer perceptron An example of multilayer neural network using stochastic gradient descent for MNIST 0-9 digit recognition. Written in Python.
#DNN- Deep Neural Network A complete and minimum example of DNN in Torch.
th dnn/dnn.lua
With cuda
th dnn/dnn.lua -type cuda
#DNN-multi-GPU- Deep Neural Network A complete and minimum example of multi-GPUs DNN in Torch. Use following command for testing,
th dnn-multi-gpu.lua -batch_size 256 -epoch_size 200 -num_gpu 4
#RBM- Restricted Boltzmann Machine An example of Restricted Boltzmann Machine from scratch. Written in Python.
#Stanford-Tutorials- Solutions for Stanford tutorials Solutions for some of the Stanford tutorials.