📈 Stock Price Prediction

This project predicts Chevron's (CVX) stock prices using historical data (2000-2024) and models like ARIMA, Decision Trees, Random Forest, XGBoost, and LSTM. Data preprocessing includes normalization and handling missing values. The models are evaluated for short-term and long-term forecasting, with an emphasis on mitigating data leakage.

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🚀 Run Forecast

1. Install dependencies:

   pip install -r requirements.txt

2. Run the prediction script:

   python predict_days/predict.py

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