RNN_MATLAB
Sequence learning toolkit
A toolbox for building sequence learning models using stacked RNNs and encoder-decoder architectures in Matlab.
this is a matlab toolbox of deep learning about sequences learning, object-oriented,including rnn, lstm and encoder decoder(sequences to sequences) etc.GPU version is available
79 stars
7 watching
30 forks
Language: Matlab
last commit: almost 8 years ago
Linked from 1 awesome list
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 yabata/pyrenn | A toolbox for creating and training recurrent neural networks | 99 |
 taolei87/sru | A recurrent neural network implementation optimized for speed and parallelizability | 31 |
 yandex/faster-rnnlm | A toolkit for training efficient neural network language models on large datasets with hierarchical softmax and noise contrastive estimation. | 560 |
 farizrahman4u/recurrentshop | A framework for building custom recurrent neural networks with Keras | 765 |
 joncox123/cortexsys | A toolbox for building and training deep neural networks in Matlab | 70 |
 pengsun/matlabcnn | A Matlab implementation of a 2D Convolutional Neural Network for educational purposes | 47 |
 szcom/rnnlib | A C library for training and synthesizing recurrent neural networks | 900 |
| taolei87/rcnn | An implementation of neural network components and optimization methods for text analysis, including rationales for neural predictions. | 355 |
 google/uis-rnn | This library provides an implementation of an algorithm for segmenting and clustering sequential data, learning from examples. | 1,563 |
 lmthang/nmt.matlab | Code to train state-of-the-art Neural Machine Translation systems in Matlab using attention mechanisms and beam-search decoder | 105 |
 josephwilk/tlearn-rb | A library for building recurrent neural networks in Ruby using the tlearn simulator. | 96 |
 qk-rahul/seq2seq-mapping | Sequence-to-sequence mapping using encoder-decoder RNNs with optional GPU support and validation/early-stopping mechanisms for training | 8 |
 zjulearning/matlabfunc | Matlab codes for feature learning algorithms used in machine learning experiments | 560 |
 fielddb/deeplearntoolbox | A Matlab toolbox for building and training deep neural networks | 0 |
 rewonc/pastalog | Real-time visualization of neural network training performance | 418 |