This project is a value-investing stock analysis tool that calculates Intrinsic Value using the Discounted Cash Flow (DCF) model and applies AI models to predict intrinsic value based on market price. It also includes a stock screener for filtering companies based on financial metrics.
Core Features:
- Intrinsic Value Calculation (DCF Model)
- Stock Screener (Filter S&P 500 stocks)
- AI Model Comparisons (Linear Regression, Random Forest, Gradient Boosting, LSTM)
- Historical Market Data & Insights
- HTML, CSS, JavaScript
- Plotly.js (Charts & Visualizations)
- Python (NumPy, Pandas, Scikit-Learn, PyTorch)
- Yahoo Finance
- Finnhub