public override Task <bool?> ShouldBuyStock(StockInput newData)
{
HistoricalData.Add(newData);
var modelBuilder = new ModelBuilder(_config);
var model = modelBuilder.BuildModel(HistoricalData.Select(x => new ModelInput
{
PriceDiffrence = (float)((x.ClosingPrice - HistoricalData.Last().ClosingPrice) / HistoricalData.Last().ClosingPrice),
Time = x.Time
}).ToList());
var result = model.Predict();
return(Task.FromResult((bool?)(result.ForecastedPriceDiffrence[0] > 0)));
}