You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.

38 lines
1.1KB

  1. /*
  2. * Principal component analysis
  3. * Copyright (c) 2004 Michael Niedermayer <michaelni@gmx.at>
  4. *
  5. * This library is free software; you can redistribute it and/or
  6. * modify it under the terms of the GNU Lesser General Public
  7. * License as published by the Free Software Foundation; either
  8. * version 2 of the License, or (at your option) any later version.
  9. *
  10. * This library is distributed in the hope that it will be useful,
  11. * but WITHOUT ANY WARRANTY; without even the implied warranty of
  12. * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
  13. * Lesser General Public License for more details.
  14. *
  15. * You should have received a copy of the GNU Lesser General Public
  16. * License along with this library; if not, write to the Free Software
  17. * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
  18. *
  19. */
  20. /**
  21. * @file pca.h
  22. * Principal component analysis
  23. */
  24. struct PCA *ff_pca_init(int n);
  25. void ff_pca_free(struct PCA *pca);
  26. void ff_pca_add(struct PCA *pca, double *v);
  27. int ff_pca(struct PCA *pca, double *eigenvector, double *eigenvalue);
  28. typedef struct PCA{
  29. int count;
  30. int n;
  31. double *covariance;
  32. double *mean;
  33. }PCA;