ConvNet: Convolutional Neural Networks for Matlab Project Website: None Github Link: https://github.com/sdemyanov/ConvNet Description Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The … Continue reading
deepmat Project Website: None Github Link: https://github.com/kyunghyuncho/deepmat Description = Generative Stochastic Network = A simple implementation of GSN according to (Bengio et al., 2013) = Convolutional Neural Network = A naive implementation (purely using Matlab) Pooling: max (Jonathan Masci’s code) … Continue reading
DeepLearnToolbox: Matlab/Octave toolbox for deep learning Project Website: None Github Link: https://github.com/rasmusbergpalm/DeepLearnToolbox Description Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you … Continue reading
Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM (matlab) Project Website: None Github Link: https://github.com/qiuqiangkong/matlab-hmm Description THIS IS AN OPEN SOURCE HMM TOOLBOX. IT IS FREE FOR INDIVIDUALS & RESEARCH. IF YOU ARE USING IT FOR COMMERCIAL USE, PLEASE CONTACT … Continue reading
Hidden Markov Model (HMM) Toolbox for Matlab Project Website: http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html Github Link: https://github.com/probml/pmtk3 Description This toolbox supports inference and learning for HMMs with discrete outputs (dhmm’s), Gaussian outputs (ghmm’s), or mixtures of Gaussians output (mhmm’s). The Gaussians can be full, … Continue reading