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Gaussian Spread
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11 changed files with 84 additions and 11 deletions
40
Scripts/Utils/RandomStuff.cs
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40
Scripts/Utils/RandomStuff.cs
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using System;
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using Godot;
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namespace Cirno.Scripts.Utils;
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public static class RandomStuff
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{
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public static double GaussianRandom(double mean = 0.0, double stdDev = 1.0)
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{
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// Box-Muller transform
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float u1 = GD.Randf();
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float u2 = GD.Randf();
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// Ensure u1 is strictly > 0
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while (u1 <= 0f)
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u1 = GD.Randf();
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float randStdNormal = Mathf.Sqrt(-2f * Mathf.Log(u1)) * Mathf.Sin(2f * Mathf.Pi * u2);
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return mean + stdDev * randStdNormal;
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}
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public static float GaussianClamped(float mean, float stdDev, float min, float max)
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{
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float value;
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do
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{
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float u1 = GD.Randf();
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float u2 = GD.Randf();
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// Ensure u1 > 0 to avoid log(0)
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while (u1 <= 0f) u1 = GD.Randf();
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float randStdNormal = Mathf.Sqrt(-2f * Mathf.Log(u1)) * Mathf.Sin(2f * Mathf.Pi * u2);
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value = mean + stdDev * randStdNormal;
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}
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while (value < min || value > max); // reject out-of-bounds values
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return value;
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}
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}
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1
Scripts/Utils/RandomStuff.cs.uid
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1
Scripts/Utils/RandomStuff.cs.uid
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uid://tkwp2w30xi32
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