---
title: Data Sheets
emoji: 🚀
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
- streamlit
pinned: false
short_description: Streamlit template space
---
# Advanced Time Series Forecasting

A comprehensive forecasting system with advanced features including deep learning models, automated feature engineering, and AI-powered insights.

## Features

- **Multiple Forecasting Models**: LSTM, Prophet, and ARIMA
- **Advanced Feature Engineering**: Automated feature extraction, lag features, rolling statistics
- **GenAI Integration**: AI-powered interpretation and business recommendations (requires OpenAI API key)
- **Interactive Visualization**: Plotly charts for data exploration and forecast visualization
- **Streamlit Interface**: User-friendly web application

## How to Use

1. **Data Input**: Use the example data or upload your own CSV file
2. **Feature Engineering**: Generate advanced features with a single click
3. **Model Training**: Select and train forecasting models
4. **Forecasting**: Generate and visualize forecasts
5. **AI Insights**: Get AI-powered interpretations and recommendations

## Installation for Local Development

1. Clone the repository:
```bash
git clone https://huggingface.co/spaces/your-username/forecasting-project
cd forecasting-project

# Welcome to Streamlit!

Edit `/src/streamlit_app.py` to customize this app to your heart's desire. :heart:

If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
forums](https://discuss.streamlit.io).