So, what's this?
This project is a final project focused on weather analysis and rainfall forecasting. It combines historical weather data, official forecasts, and deep learning-based predictions into a single interactive dashboard.
The goal is to help users explore weather patterns and understand future rainfall trends more intuitively.
Key Features
- Interactive visualization of historical weather data
- Rainfall prediction using Temporal Fusion Transformer (TFT)
- Comparison between TFT predictions and BMKG forecasts
- User-friendly dashboard built for data exploration
Technologies used in this project
- Python
- Temporal Fusion Transformer (TFT)
- Streamlit
- Open-Meteo API
- BMKG weather data
Notes
This project emphasizes applied deep learning for time-series forecasting and clear data visualization to support weather-related decision making.