Package Exports

@neural-trader/strategies
@neural-trader/strategies/src/index.js

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Readme

@neural-trader/strategies

Strategy management and backtesting functionality for Neural Trader.

Installation

npm install @neural-trader/strategies

Usage

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

Classes

StrategyRunner - Execute trading strategies
BacktestEngine - Run historical backtests

Functions

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