Created
October 31, 2017 17:49
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C# Softmax
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// Simplest C# Softmax example | |
// Based on the Python example here: https://en.wikipedia.org/wiki/Softmax_function | |
void Main() | |
{ | |
var z = new[] { 1.0, 2.0, 3.0, 4.0, 1.0, 2.0, 3.0 }; | |
var z_exp = z.Select(Math.Exp); | |
// [2.72, 7.39, 20.09, 54.6, 2.72, 7.39, 20.09] | |
var sum_z_exp = z_exp.Sum(); | |
// 114.98 | |
var softmax = z_exp.Select(i => i / sum_z_exp); | |
// [0.024, 0.064, 0.175, 0.475, 0.024, 0.064, 0.175] | |
} |
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