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use lstm to predict value and label based on keras基于keras框架,用lstm解决回归和分类问题

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lstm_example(lstm的实例)

based on keras(基于keras框架)

文件说明

  • data_file1(数据文件1):traindata.xlsx 用于回归和分类问题的训练
  • data_file2(数据文件2):testdata_for_number.xlsx 用于回归问题的预测
  • code_file1(代码文件1):number_lstm_keras.py
    predict value: for regression question
    预测数值:回归问题
  • code_file2(代码文件2):label_lstm_keras.py
    predict label: for classification question
    预测标签:分类问题

对训练过程可视化

对训练过程可视化 以分类问题为例


changes of loss during training(训练中loss的变化)
changes of accuracy during training(训练中acuracy的变化)

更多信息

more detailed contents will be in codes or my blog
更多细节详见代码或者我的博客

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