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-rw-r--r--OASIS/C/inc/ekd_pca.h38
1 files changed, 0 insertions, 38 deletions
diff --git a/OASIS/C/inc/ekd_pca.h b/OASIS/C/inc/ekd_pca.h
deleted file mode 100644
index 842e485..0000000
--- a/OASIS/C/inc/ekd_pca.h
+++ /dev/null
@@ -1,38 +0,0 @@
-#ifndef EKD_PCA_H
-#define EKD_PCA_H
-
-#include <stdint.h>
-#include <stdlib.h>
-#include <stdio.h>
-#include <string.h>
-#include <math.h>
-
-#include "ekd_blas.h"
-
-#define NUM_DNEG_IMAGES 134
-#define NUM_DPOS_IMAGES 99
-#define NUM_IMAGES 233
-#define IMAGE_WIDTH 144
-#define IMAGE_HEIGHT 176
-#define FEATURE_VECTOR_SIZE 25344
-#define MAX_ITERATIONS 100
-#define TOLERANCE 1e-3
-
-typedef enum {
- MEAN_UNIT_VARIANCE,
- MEAN
-} centre_scale_operation_e;
-
-// Prototypes
-void centre_scale(float** input_matrix, uint32_t rows, uint32_t cols, centre_scale_operation_e operation);
-void covariance(float** input_matrix, uint32_t rows, uint32_t cols, float** covariance_matrix);
-void house_holder_vector(float* input_vector, uint32_t size);
-void house_holder_transformation(float* house_holder_vector, uint32_t size, float** house_holder_matrix);
-void qr_decomposition(float** input_matrix, uint32_t size, float** resultant_matrix);
-void qr_algorithm(float** input_matrix, uint32_t rows, uint32_t cols, float** resultant_matrix);
-void power_iteration(float** input_matrix, uint32_t size, float* eigen_vector);
-float eigen_value_compute(float* eigen_vector, float** input_matrix, uint32_t size);
-void subtract_eigen(float* eigen_vector, float** input_matrix, float** resultant_matrix, float eigen_value, uint32_t size);
-void pca_covariance_method(float** input_matrix, uint32_t rows, uint32_t cols, float** resultant_matrix, uint32_t components);
-
-#endif /* EKD_PCA_H */ \ No newline at end of file