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Mar 13th, 2018
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  1. public static Tuple<double[][], Dictionary<int, uint>> ToCategorical(int[] data, uint numberOfClass, Dictionary<int, uint> classes = null)
  2. {
  3. double[][] categoricalArray = new double[data.Length][];
  4. if (classes == null)
  5. classes = new Dictionary<int, uint>();
  6. uint index = 0;
  7. for (int i = 0; i < data.Length; i++)
  8. {
  9. double[] row = new double[numberOfClass];
  10. if (!classes.ContainsKey(data[i]))
  11. {
  12. classes.Add(data[i], index++);
  13. }
  14. row[classes[data[i]]] = 1f;
  15. categoricalArray[i] = row;
  16. }
  17. return Tuple.Create(categoricalArray, classes);
  18. }
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