autoEncoderExercise.R
- Exercise of Sparse Autoencoder
linearDecoderExercise.R
- Exercise of Linear Decoders with Autoencoders
rbmExercise.R
- Exercise of Restricted Boltzmann Machines
cnnExercise.R
- Exercise of Convolution and Pooling
softmaxExercise.R
- Exercise of softmax
stackedAEExercise.R
- Exercise of Stacked Autoencoders
stlExercise.R
- Exercise of Self-Taught Learning
gpu/matmult.cu
- Implement GPU Matrix Multiplication with C/C++
gpu/mamult.R *
gpu/nvcc_compile.sh *
common.R
- Common Method
deepLearning.R
- Methods implement deep learning algorithm
softmax.R
- Methods implement softmax algorithm
data/*
- data files for exercises