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Diffstat (limited to 'lib/expit.c')
| -rw-r--r-- | lib/expit.c | 40 |
1 files changed, 40 insertions, 0 deletions
diff --git a/lib/expit.c b/lib/expit.c new file mode 100644 index 0000000..e58b528 --- /dev/null +++ b/lib/expit.c @@ -0,0 +1,40 @@ +// Inverse Logit (Expit) +// +// expit - logistic function +// +// y = 1 / (1 + e^(-x)) +// +// Inputs: 1 +// Outputs: 1 +// Constants: 0 + +#include <math.h> +#include "ts.h" + + + +ts_parameter_t const ts_expit_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 0, .params_size = 0 }; + + +uint_t ts_expit_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( 0 ); +} + +int ts_expit( + 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_expit_p ); + (void)c; + for( uint_t i = 0; i < n; ++i ) + { + y[0][i] = 1.0 / ( 1.0 + exp( -x[0][i] ) ); + } + return 0; +} + + |