public void OnClicked(BaseEventData data)
{
var pdata = data as PointerEventData;
var rcast = pdata.pointerCurrentRaycast;
dataPlane.AddDatapoint(rcast.worldPosition, currentDataLabel);
print("Clicked On " + rcast.worldPosition);
}
public void UseGAN(int generatedNumber)
{
dataPlane.RemovePointsOfType(1);
for (int i = 0; i < generatedNumber; ++i)
{
var result = gan.EvaluateOne(null);
dataPlane.AddDatapoint(new Vector2(result[0], result[1]), 1);
}
}
public void UseGAN(int generatedNumber)
{
float[,] generated = (float[, ])modelRef.GenerateBatch(null, MathUtils.GenerateWhiteNoise(generatedNumber, -1f, 1f, modelRef.inputNoiseShape));
dataPlane.RemovePointsOfType(1);
for (int i = 0; i < generatedNumber; ++i)
{
dataPlane.AddDatapoint(new Vector2(generated[i, 0], generated[i, 1]), 1);
}
}
public void UseGAN(int generatedNumber)
{
var balls = gameSystem.GetBallsStatus();
float[,] conditionsAll = new float[generatedNumber, balls.Count * 3];
for (int iball = 0; iball < balls.Count; ++iball)
{
for (int i = 0; i < generatedNumber; ++i)
{
conditionsAll[i, iball *3] = balls[iball].x;
conditionsAll[i, iball * 3 + 1] = balls[iball].y;
conditionsAll[i, iball * 3 + 2] = balls[iball].z;
}
}
float[,] generated = (float[, ])modelRef.GenerateBatch(conditionsAll, MathUtils.GenerateWhiteNoise(generatedNumber, -1, 1, modelRef.inputNoiseShape));
dataPlane.RemovePointsOfType(1);
dataPlane.RemovePointsOfType(0);
for (int i = 0; i < generatedNumber; ++i)
{
dataPlane.AddDatapoint(new Vector2(generated[i, 0] / 2, generated[i, 1]) / 2, 1);
}
dataPlane.AddDatapoint(new Vector2(0.5f, 0.5f), 0);
dataPlane.AddDatapoint(new Vector2(-0.5f, -0.5f), 0);
dataPlane.AddDatapoint(new Vector2(0.5f, -0.5f), 0);
dataPlane.AddDatapoint(new Vector2(-0.5f, 0.5f), 0);
dataPlane.AddDatapoint(new Vector2(0, 0), 0);
}