# aprender-monte-carlo
Monte Carlo simulations for finance, stock market, and business forecasting.
Part of the [aprender](https://crates.io/crates/aprender) machine learning ecosystem.
## Features
- Stock price simulation using Geometric Brownian Motion (GBM)
- Historical S&P 500 data for backtesting
- Risk metrics (VaR, CVaR, Sharpe ratio)
- Variance reduction techniques
## Installation
```bash
cargo install aprender-monte-carlo
```
## Usage
```bash
# Run Monte Carlo simulation
aprender-monte-carlo simulate --ticker AAPL --days 252 --simulations 10000
# Calculate VaR
aprender-monte-carlo risk --ticker AAPL --confidence 0.95
```
## License
MIT