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 year 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 (over 10 years ago)
- Default Branch: master
- Last Pushed: 2019-03-22T11:51:29.000Z (about 7 years ago)
- Last Synced: 2025-02-01T17:44:02.718Z (over 1 year ago)
- Topics: ann, arima, arima-forecasting, evolutionary-algorithms, forecasting, genetic-algorithm, neural-network, rbf
- Language: Python
- Homepage:
- Size: 4.88 KB
- Stars: 4
- 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