wqren / DBNtoolbox
deep belief network toolbox written in Matlab, including algorithms of unsupervised feature learning, deep learning, and general machine learning
☆18Updated 12 years ago
Alternatives and similar repositories for DBNtoolbox:
Users that are interested in DBNtoolbox are comparing it to the libraries listed below
- this is a matlab toolbox of deep learning about sequences learning, object-oriented,including rnn, lstm and encoder decoder(sequences to…☆79Updated 8 years ago
- Matlab codes for 2D Convolutional Neural Network☆48Updated 9 years ago
- Local Receptive Fields Based Extreme Learning Machine☆30Updated 9 years ago
- Vectorized multimodal LSTM using Matlab and GPU☆32Updated 8 years ago
- Generative Adversarial Nets for Matlab☆36Updated 8 years ago
- Convolutional Deep Belief Networks with 'MATLAB','MEX','CUDA' versions☆35Updated 8 years ago
- ☆40Updated 8 years ago
- An improved version for matlab deep learning toolbox cnn☆22Updated 9 years ago
- 用 MATLAB 实现深度学习网络中的 stacked auto-encoder：使用AE variant（de-noising / sparse / contractive AE）进行预训练，用BP算法进行微调☆42Updated 8 years ago
- Deep Learning Toolbox in Matlab☆12Updated 7 years ago
- Attentional Model with RBMs and Reinforcement Learning - ICML 2011☆10Updated 10 years ago
- MATLAB code of the paper "Sparse Representation and Least Squares-Based Classification in Face Recognition", EUSIPCO 2014☆16Updated 8 years ago
- RNNTool is a matlab toolbox for Recurrent Neural Network☆11Updated 11 years ago
- A CNN practical focusing on image to image regression☆28Updated 8 years ago
- A lightweight MATLAB deeplearning toolbox,based on gpuArray.☆54Updated 7 years ago
- LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is …☆255Updated 4 years ago
- A MATLAB implementation of Auto-Encoding Variational Bayes☆45Updated 8 years ago
- Code for a recurrent neural network (RNN) created by unfolding the sequential ISTA (SISTA) algorithm for sequential sparse coding☆14Updated 7 years ago
- Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)☆43Updated 7 years ago
- This is a matlab-code implementation of convolutional neural network☆101Updated 8 years ago
- Deep Convolution Generative Adversarial Networks for Matconvnet Toolbox☆23Updated 6 years ago
- This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kern…☆73Updated 13 years ago
- A variation on Deep Belief Networks that allows labels to be used in pretraining. The application is tracing tongue surface contours from…☆24Updated 12 years ago
- ☆16Updated 7 years ago
- Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwr…☆36Updated 10 years ago
- A Matlab implementation of the capsule networks (or capsnet).☆48Updated 7 years ago
- cdSRC(Class-Dependent Sparse Representation Classifier) 基于类别的稀疏表示分类器的简单实现，MATLAB代码版本。下面是原论文地址：☆23Updated 10 years ago
- Matlab mex implementation of the basic operations for 3D (volume) Convolutional Neural Network☆34Updated 8 years ago
- Multi-output Least-Squares Support Vector Regressor☆55Updated 6 years ago
- Use CNN to classify time series data for activity recognition☆26Updated 9 years ago