RNN_MATLAB

Sequence learning toolkit

A Matlab toolbox providing a flexible implementation of deep learning architectures for sequences learning, including RNNs, LSTMs, and sequence-to-sequence models.

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

GitHub

80 stars
7 watching
30 forks
Language: Matlab
last commit: over 9 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
yabata/pyrennA toolbox for creating and training recurrent neural networks99
taolei87/sruA recurrent neural network implementation optimized for speed and parallelizability31
yandex/faster-rnnlmA toolkit for training efficient neural network language models on large datasets with hierarchical softmax and noise contrastive estimation.560
farizrahman4u/recurrentshopA framework for building custom recurrent neural networks with Keras765
joncox123/cortexsysA toolbox for building and training deep neural networks in Matlab70
pengsun/matlabcnnA Matlab implementation of a 2D Convolutional Neural Network for educational purposes47
szcom/rnnlibA C library for training and synthesizing recurrent neural networks900
taolei87/rcnnAn implementation of neural network components and optimization methods for text analysis, including rationales for neural predictions.355
google/uis-rnnThis library provides an implementation of an algorithm for segmenting and clustering sequential data, learning from examples.1,564
lmthang/nmt.matlabTraining software for neural machine translation systems using attention mechanisms and multi-layer encoder-decoder models.105
josephwilk/tlearn-rbA library for building recurrent neural networks in Ruby using the tlearn simulator.96
qk-rahul/seq2seq-mappingSequence-to-sequence mapping using encoder-decoder RNNs with optional GPU support and validation/early-stopping mechanisms for training8
zjulearning/matlabfuncMatlab codes for feature learning algorithms used in machine learning experiments568
fielddb/deeplearntoolboxA Matlab toolbox for building and training deep neural networks0
rewonc/pastalogReal-time visualization of neural network training performance418