帮我用matlab写一下LSTM做预测的代码
时间: 2023-03-16 07:44:29 浏览: 90
很高兴为你提供帮助。下面是一个使用Matlab编写的LSTM预测代码的示例:% 加载数据
[X,T] = loadData();% 将数据转换为序列
Xs = tonndata(X,false,false);
Ts = tonndata(T,false,false);% 创建LSTM
numFeatures = size(X,2);
numHiddenUnits = 10;
net = lstmLayer(numHiddenUnits, 'OutputMode', 'sequence');
net = addLayers(net, fullyConnectedLayer(numFeatures));% 设置训练选项
net.trainFcn = 'trainscg';
net.trainParam.epochs = 100;% 训练网络
[net,~] = train(net,Xs,Ts);% 测试网络
Y = net(Xs);
performance = perform(net,Y,Ts);