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kPCA-RNN model for forecasting DO concentration

The code is for the following publication:

Predicting the Trend of Dissolved Oxygen based on kPCA-RNN Model

Time Series Forecasting, RNN, LSTM, PCA


Dependency

  • Python 3.6
  • Pytorch
  • Tensorflow 1.15
  • numpy
  • pandas
  • matplotlib
  • scipy

Description

  • It inclues lstm, ann, svr and grnn models tested in this paper.
  • It also has all the functions to generate all most of the figures in the paper.
  • It has the functions about PCA analysis

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kPCA-RNN model for forecasting DO concentration

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