diff options
Diffstat (limited to 'lib/cosine_similarity.c')
| -rw-r--r-- | lib/cosine_similarity.c | 40 |
1 files changed, 40 insertions, 0 deletions
diff --git a/lib/cosine_similarity.c b/lib/cosine_similarity.c new file mode 100644 index 0000000..f93f9b7 --- /dev/null +++ b/lib/cosine_similarity.c @@ -0,0 +1,40 @@ +// Cosine Similarity +// +// cosine_similarity - cos_sim +// +// Sign of the product: +1 if positive, -1 if negative, 0 if zero +// +// Inputs: 2 +// Outputs: 1 (similarity) +// Constants: 0 + +#include <math.h> +#include "ts.h" + + +ts_parameter_t const ts_cosine_similarity_p = { .n_inputs = 2, .n_outputs = 1, .n_constants = 0, .params_size = 0 }; + +uint_t ts_cosine_similarity_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( 0 ); +} + +int ts_cosine_similarity( + fp_t * const *y, uint_t y_n, + fp_t const * const *x, uint_t x_n, + uint_t n, ts_constant_t const *c +) +{ + TS_PROLOGUE( ts_cosine_similarity_p ); + (void)c; + for( uint_t i = 0; i < n; ++i ) + { + fp_t p = x[0][i] * x[1][i]; + y[0][i] = p > 0.0 ? 1.0 : ( p < 0.0 ? -1.0 : 0.0 ); + } + return 0; +} + + + |