public int Predict(IModelDetails modelDetails, params float[] xValues)
{
var yValue = -1;
ManualResetEvent wait = new ManualResetEvent(false);
_producerConsumer.Add(() =>
{
/*var x = np.array(np.array(xValues)).reshape(new Shape(1, xValues.Length));
*
* var y = ((ModelDetails)modelDetails).BaseModel.Predict(x)[0];
*
* // Get which index is highest
* for (var i = 0; i < y.size; i++)
* {
* if ((float)y[i] > 0.9 && (yValue == -1 || (float)y[i] > (float)y[yValue])) yValue = i;
* }*/
wait.Set();
});
wait.WaitOne();
return(yValue);
}