@neural-trader/strategies

Strategy management and backtesting functionality for Neural Trader.

Installation

``bash
npm install @neural-trader/strategies
`

Usage

`javascript
const {
backtestStrategy,
runBacktest,
StrategyRunner
} = require('@neural-trader/strategies');

// Run a backtest
const result = await runBacktest({
strategy: 'momentum',
symbol: 'AAPL',
startDate: '2024-01-01',
endDate: '2024-12-31'
});

// Use strategy runner class
const runner = new StrategyRunner({
strategy: 'mean_reversion',
parameters: { period: 20 }
});
`

API

$3

- StrategyRunner - Execute trading strategies
- BacktestEngine - Run historical backtests

$3

- backtestStrategy() - Backtest a trading strategy
- runBacktest() - Run a complete backtest
- listStrategies() - List available strategies
- optimizeStrategy() - Optimize strategy parameters
- switchActiveStrategy() - Switch between strategies
- quickBacktest() - Fast backtest execution
- quickAnalysis() - Quick strategy analysis
- compareBacktests() - Compare multiple backtests
- getStrategyInfo() - Get strategy details
- getStrategyComparison() - Compare strategies
- adaptiveStrategySelection() - Adaptive strategy selection
- recommendStrategy() - Get strategy recommendations
- optimizeParameters() - Optimize strategy parameters
- monitorStrategyHealth()` - Monitor strategy performance

License

MIT OR Apache-2.0