https://github.com/farnazmnz/time-series-forecasting
https://github.com/farnazmnz/time-series-forecasting
arima lstm svr time-series-analysis
Last synced: 7 months ago
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- Host: GitHub
- URL: https://github.com/farnazmnz/time-series-forecasting
- Owner: farnazmnz
- Created: 2024-08-22T09:59:21.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-22T11:20:28.000Z (about 1 year ago)
- Last Synced: 2025-01-18T07:32:07.729Z (9 months ago)
- Topics: arima, lstm, svr, time-series-analysis
- Language: Jupyter Notebook
- Homepage:
- Size: 1.5 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Time-Series-Forecasting
Analyzing multivariate time series data to develop a forecasting model using both Deep Learning (DL) and Machine Learning (ML) methods. The model was designed to predict future demand for the next 10 months based on historical data from several months prior.
dataset is related to automobile spare part with features such as sales, inventory, garanty):
https://drive.google.com/drive/folders/1ALtp0P4GNpaXEjwDWWj9gUJJbr_pGnUO?usp=sharing