Stock Price Prediction (LSTM)

Predicts future stock prices using Long Short-Term Memory (LSTM) recurrent neural networks.

Key Features

• Time-Series Analysis: Handles sequential financial data.
• Data Visualization: Candlestick charts and trend lines.
• Forecasting: Predicts closing price for the next N days.
• Backtesting: Validates model performance on historical data.

Technology Stack

• Deep Learning: Keras / TensorFlow
• Data Source: Yahoo Finance API (yfinance)
• Visualization: Plotly / Matplotlib

Installation

1. Install dependencies.
2. Run train_model.py to train.
3. Run predict.py to forecast.