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@neural-trader/strategies

v2.6.0

Published

Neural Trader strategy management and backtesting functionality

Downloads

81

Vulnerabilities

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Links

Git

Maintainers

ruvnetruvnet

Keywords

tradingstrategiesbacktestingalgorithmic-tradingneural-trader

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