Density Prediction API

This project provides a FastAPI-based service for density prediction using a Transformer model. Accurate density estimations of the Thermosphere are essential for all spacecraft operations in low earth orbit. Density estimation is a part of the Space Weather prediction process.

Project Structure

root/  # Repository root
│
├── data  # Datasets and evaluation results. Not in Repo!
│   ├──  original
│   └── reduced
├── docs  # Documentation. . Not in Repo!
├── experiments  # Jupyter notebooks with experiments
└── libs/density_prediction  # Main application folder

Requirements and Setup

See the package README.md.

Experiments

• Data Analysis
• Modeling