@neural-trader/neural

Neural network training and prediction for Neural Trader.

Installation

npm install @neural-trader/neural

Usage

const {
  neuralTrain,
  neuralPredict,
  NeuralTrader
} = require('@neural-trader/neural');

// Train a model
const model = await neuralTrain({
  modelType: 'lstm',
  data: trainingData,
  epochs: 100
});

// Make predictions
const prediction = await neuralPredict({
  modelId: model.id,
  input: marketData
});

// Use neural trader class
const trader = new NeuralTrader({
  modelType: 'transformer',
  features: ['price', 'volume', 'sentiment']
});

API

Classes

• NeuralTrader - Neural trading system

Functions

• neuralTrain() - Train neural network
• neuralPredict() - Make predictions
• neuralBacktest() - Backtest neural model
• neuralEvaluate() - Evaluate model performance
• neuralForecast() - Generate forecasts
• neuralOptimize() - Optimize model hyperparameters
• neuralModelStatus() - Get model status

License

MIT OR Apache-2.0