/MI-ANN

Applying Multi-layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen

Primary LanguagePythonMIT LicenseMIT

MI-ANN

This is the code for paper "Applying Multi-layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen"

The code is for the following publication:

Applying Multi-layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen

Time Series Forecasting, ANN, MI

Dependency

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

Description

  • It inclues all the 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 MI analysis