Long Short-Term Memory (LSTM)

• Category: Deep Learning
• Development language: python
• Operating platform / Operating system: Windows 7以上
• Compilation tools and environment: PyCharm、Anaconda
• GitHub download path: https://gitee.com/three-poles/DeepLearning

Method description:

LSTM is a time recurrent neural network (RNN), mainly to solve the problems of gradient disappearance and gradient explosion in the process of long sequence training. In short, compared with ordinary RNN, LSTM can perform better in longer sequences.

Installation: python

Operation mode:

Input variable: time series data

Output variable: predicted data

QR code:

• 安装方式：

  安装python
  
  运行方式：

  在PyCharm中打开脚本文件即可运行
  
  输入变量：

  时间序列数据
  
  输出变量：

  预测数据
  
  二维码：