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LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.

MATLAB 87.39% Shell 1.36% M 0.18% C 10.96% C++ 0.11%

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lstm-matlab's Issues

training the lstm with new data set

Hi,
I need to train the LSTM network with Movie Review data set. I convert each document to bag of words. Each document (bag of words of document) hold in a line of a text file. How can I train LSTM with this file?
Thank you

about dataset

hello! Can you offer me a brief description or background about the dataset in 'genadding.m'?

question about training data

I'm new in lstm, and confusing about the training data. Could you introduce your generating data, [data,mask,test,masktest] please?
In fact, i don't understand how do the data flow through lstm? thanks very much!

Training and Testing

Hi,

I cannot find the main function, where I can call something like:

model = trainLSTM(xtrain,ytrain, other params)
predict = model(xtest)

Can you elaborate on this or provide a simple example for that?
Also, in your example what do the dimensions of 'data' represent?

Thanks,
Minerva

how to provide my 4096 features to LSTM-MATLAB?

Hello Mr
I have feature txt files, each txt file represents a feature of an image. A text file has 4096 numbers that have been extracted from fc7 layer of VGG16-net. I want to provide these features to your LSTM-MATLAB for training LSTM and testing for result.

I cannot find explanation that describes how and where to define path of my database in the aStart.m
Also where it generates trained weight, how to test and how to train.

I am going to use your project in my research test for my new journal paper.
Thank you

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