LSTM matlab代码

好的，关于LSTM的matlab代码，你可以参考以下示例代码：

% 定义LSTM网络结构
numFeatures = 10;
numHiddenUnits = 100;
numClasses = 2;
layers = [ ...
    sequenceInputLayer(numFeatures)
    lstmLayer(numHiddenUnits,'OutputMode','last')
    fullyConnectedLayer(numClasses)
    softmaxLayer
    classificationLayer];

% 定义训练选项
options = trainingOptions('adam', ...
    'MaxEpochs',50, ...
    'MiniBatchSize',64, ...
    'SequenceLength','longest', ...
    'Shuffle','every-epoch', ...
    'Verbose',false, ...
    'Plots','training-progress');

% 训练LSTM网络
net = trainNetwork(XTrain,YTrain,layers,options);

% 预测测试集数据
YPred = classify(net,XTest);

% 计算准确率
accuracy = sum(YPred == YTest)/numel(YTest);

disp(['Accuracy: ', num2str(accuracy)]);

其中，`XTrain`和`YTrain`是训练集数据和标签，`XTest`和`YTest`是测试集数据和标签。你需要根据自己的数据格式进行相应的修改。