A newer version of the Gradio SDK is available: 6.12.0
metadata
title: Time Series Forecasting Studio
emoji: 🐠
colorFrom: pink
colorTo: blue
sdk: gradio
sdk_version: 6.9.0
app_file: app.py
pinned: false
license: mit
short_description: ARIMA-based time series forecasting tool
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
Time Series Forecasting Studio
An interactive Gradio app for time series forecasting with ARIMA.
Features
- Upload a CSV
- Select date and value columns
- Set ARIMA parameters
(p, d, q) - Generate a forecast
- View MAE and RMSE
- Visualize historical data, test forecasts, and future forecasts
Example CSV format
date,value 2020-01-31,100 2020-02-29,103 2020-03-31,105
Tech Stack
- Python
- Gradio
- pandas
- statsmodels
- scikit-learn
- matplotlib