A simple dashboard application for interactively fitting ARIMA models.
Project description
Time Series App
A dashboard application to help learn a little about, and apply Time Series analysis & forecasting concepts.
You can create a sample, or upload a file, and interactively fit a time series model on it.
The dashboard is built with Dash, and the time series models are fitted using Statsmodels.
You can try it out here, courtesy of Render.
NOTE: Free-hosted apps on Render might take a while to load since they are shut down when not in use.
Installation
The easiest way to get the app is from PyPI:
pip install ts-app
Basic Usage
The command ts_app launches the app:
$ ts_app -h
usage: ts_app [-h] [-p PORT] [--host HOST] [--no-browser]
A simple dashboard application to learn time series basics and interactively fit ARIMA models.
optional arguments:
-h, --help show this help message and exit
-p PORT, --port PORT The TCP port on which to listen (default: 8000).
--host HOST A host-name or IP address (default: 'localhost').
--no-browser Avoid openning a browser tab or window.
You can also start the app from an interactive session:
>>> import ts_app
>>> ts_app.run_app()
Afterwards, press CTRL + C to stop the server.
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