https://github.com/gbrlcustodio/forecasting

Auto tunned hybrid model for time series prediction using ARIMA and ANN
https://github.com/gbrlcustodio/forecasting

ann arima arima-forecasting evolutionary-algorithms forecasting genetic-algorithm neural-network rbf

Last synced: about 1 month ago
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Auto tunned hybrid model for time series prediction using ARIMA and ANN

• Host: GitHub
• URL: https://github.com/gbrlcustodio/forecasting
• Owner: gbrlcustodio
• Created: 2016-01-17T09:30:10.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2019-03-22T11:51:29.000Z (almost 6 years ago)
• Last Synced: 2024-01-29T16:33:42.522Z (12 months ago)
• Topics: ann, arima, arima-forecasting, evolutionary-algorithms, forecasting, genetic-algorithm, neural-network, rbf
• Language: Python
• Homepage:
• Size: 4.88 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# forecasting

Auto tunned hybrid model for time series prediction using ARIMA and ANN

## Description

This project aims to provide a self tunned forecasting model for time series, using an hybrid model, based on statistical methods and computational ones.

## Core concepts

### Genetic algorithms

### Round basis function

### RBFN

### Arima

## References