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