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-rw-r--r--lib/gaussian_pdf.c42
1 files changed, 42 insertions, 0 deletions
diff --git a/lib/gaussian_pdf.c b/lib/gaussian_pdf.c
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index 0000000..01acc34
--- /dev/null
+++ b/lib/gaussian_pdf.c
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+// Gaussian Pdf
+//
+// gaussian_pdf
+//
+// Gaussian probability density function
+//
+// f(x) = (1/√(2π)) * e^(-x²/2)
+//
+// Inputs: 1
+// Outputs: 1
+// Constants: 0
+
+
+#include <math.h>
+#include "ts.h"
+
+
+ts_parameter_t const ts_gaussian_pdf_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 0, .params_size = 0 };
+
+uint_t ts_gaussian_pdf_offset( ts_constant_t const *c )
+{
+ ( void )c;
+ return ( 0 );
+}
+
+int ts_gaussian_pdf(
+ 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_gaussian_pdf_p );
+ (void)c;
+ for( uint_t i = 0; i < n; ++i )
+ {
+ y[0][i] = exp( -0.5 * x[0][i] * x[0][i] ) / sqrt( 2.0 * PI );
+ }
+ return 0;
+}
+
+
+