README.md

🚕 Taxi Demand Prediction Model

📌 Description

This repository contains the best trained machine learning model for predicting taxi demand. The model is trained and optimized to ensure small size (< 1MB) and good performance.

🧠 Model Information

• Task: Taxi demand prediction
• Algorithm: Random Forest Regression
• Framework: Scikit-learn
• Model size: < 1MB
• Input: Numerical features (time, location, demand history, etc.)
• Output: Predicted taxi demand

📂 Files

• model.joblib: Trained model
• scaler.joblib: Feature scaler (if used)
• app.py: Demo application
• requirements.txt: Required libraries

▶️ How to Load the Model

import joblib

model = joblib.load("model.joblib")