README.md

---
title: Getaround Pricing API
emoji: 🚗
colorFrom: blue
colorTo: green
sdk: docker
app_port: 7860
---

# Getaround Pricing API

This API predicts the optimal daily rental price for a car based on its features.

## Endpoints

### GET /
Check if the API is running.

### GET /health
Returns API status and model loading state.

### POST /predict
Predict rental price.

### Example input

    {
      "input": [
        {
          "model_key": "Citroën",
          "mileage": 140000,
          "engine_power": 100,
          "fuel": "diesel",
          "paint_color": "black",
          "car_type": "sedan",
          "private_parking_available": true,
          "has_gps": false,
          "has_air_conditioning": true,
          "automatic_car": false,
          "has_getaround_connect": false,
          "has_speed_regulator": true,
          "winter_tires": false
        }
      ]
    }

### Example output

    {
      "prediction": [120.5]
    }

## Model

- Random Forest Regressor
- Preprocessing: StandardScaler + OneHotEncoder (Pipeline)
- Trained on Getaround dataset

## Tech Stack

- FastAPI
- Scikit-learn
- Pandas
- Joblib

## Documentation

Interactive API documentation available at:

/docs