README.md

metadata

title: Time Series Forecasting with Chronos-2
emoji: 📈
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.38.0
app_file: app.py
pinned: false
python_version: 3.11

Time Series Forecasting Demo

This demo uses Chronos-2, Amazon's state-of-the-art pretrained time series forecasting model, for accurate zero-shot predictions.

Features

• 🚀 Powered by Chronos-2 (120M parameters)
• 📊 Interactive forecasting with customizable prediction horizons
• 📈 Probabilistic forecasts with confidence intervals
• 💻 Easy-to-use web interface built with Streamlit

Usage

1. Enter your time series data (comma-separated values)
2. Select the forecast horizon (1-64 time steps)
3. View the forecast with 80% prediction intervals

About Chronos-2

Chronos-2 offers zero-shot support for univariate, multivariate, and covariate-informed forecasting tasks, delivering state-of-the-art performance across multiple benchmarks.

Learn more: Chronos Forecasting Repository