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https://github.com/jzaragosa06/flask_server
https://github.com/jzaragosa06/flask_server
Last synced: about 1 month ago
JSON representation
- Host: GitHub
- URL: https://github.com/jzaragosa06/flask_server
- Owner: jzaragosa06
- Created: 2024-07-10T04:35:54.000Z (6 months ago)
- Default Branch: structured_api_use_prophet_for_trend
- Last Pushed: 2024-11-04T12:20:57.000Z (about 2 months ago)
- Last Synced: 2024-11-04T13:26:34.140Z (about 2 months ago)
- Language: Python
- Size: 334 KB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Flask server for my automated time series forecasting project
This server has the following functionality:
1) Forecast on univariate or multivariate time series data. Either the data has a same frequency (day, week, month, quarter, year) or has a recurring gap/skip.
2) Analyze the trend of time series data using simple-moving average with n-moving window.
3) Analyze for the seasonality of time series data.
Reminder:
1) We remove the 'with refit' selection in forecasting as it is computationally expensive and time intensive in practice.