#include "matrix.h" matrix_t *matrix_new(size_t m, size_t n) { matrix_t *matrix = malloc(sizeof(matrix_t)); if (matrix == NULL) { return NULL; } matrix->m = m; matrix->n = n; matrix->values = malloc(sizeof(double) * m * n); if (matrix->values == NULL) { free(matrix); return NULL; } return matrix; } matrix_t *matrix_copy(matrix_t *self) { matrix_t *cpy = matrix_new(self->m, self->n); size_t num_values = self->m * self->n; memcpy(cpy->values, self->values, num_values * sizeof(double)); return cpy; } inline void matrix_init_values(matrix_t *self, double *values) { size_t num_values = self->m * self->n; memcpy(self->values, values, num_values * sizeof(double)); } inline void matrix_set(matrix_t *self, double value) { double_array_set(self->values, self->m * self->n, value); } inline void matrix_set_row(matrix_t *self, size_t index, double *row) { size_t offset = index * self->m; double *values = self->values; size_t n = self->n; memcpy(values + offset, row, n * sizeof(double)); } inline void matrix_set_scalar(matrix_t *self, size_t row_index, size_t col_index, double value) { size_t offset = row_index * self->m + col_index; double *values = self->values; values[offset] = value; } inline double matrix_get(matrix_t *self, size_t row_index, size_t col_index) { size_t index = row_index * self->n + col_index; return self->values->a[index]; } inline matrix_t *matrix_new_value(size_t m, size_t n, double value) { matrix_t *matrix = matrix_new(m, n); matrix_set(matrix, value); return matrix; } inline matrix_t *matrix_new_zeros(size_t m, size_t n) { return matrix_new_value(m, n, 0.0); } inline matrix_t *matrix_new_ones(size_t m, size_t n) { return matrix_new_value(m, n, 1.0); } matrix_t *matrix_new_values(size_t m, size_t n, double *values) { matrix_t *matrix = matrix_new(m, n); memcpy(matrix->values, values, m * n * sizeof(double)); return matrix; } inline void matrix_scale(matrix_t *self, double value) { double_array_mul(self->values, self->m * self->n, value); } void matrix_dot_vector(matrix_t *self, double *vec, double *result) { double *values = self->values; size_t n = self->n; for (int i = 0; i < self->m; i++) { for (int j = 0; j < n; j++) { result[i] += values[n * i + j] * vec[j]; } } } int matrix_dot_matrix(matrix_t *m1, matrix_t *m2, matrix_t *result) { if (m1->n != m2->m || m1->m != result->m || m2->n != result->n) { return -1; } size_t m1_rows = m1->m; size_t m1_cols = m1->n; size_t m2_rows = m2->m; size_t m2_cols = m2->n; double *m1_values = m1->values; double *m2_values = m2->values; double *result_values = result->values; for (int i = 0; i < m1_rows; i++) { for (int j = 0; j < m2_cols; j++) { size_t result_index = m2_cols * i + j; result_values[result_index] = 0.0; for (int k = 0; k < m2_rows; k++) { result_values[result_index] += m1_values[m1_cols * i + k] * m2_values[m2_cols * k + j]; } } } return 0; } void matrix_destroy(matrix_t *self) { if (self == NULL) return; if (self->values != NULL) { free(self->values); } free(self); }