From 3fa4cdbb92500189257d9c2b83ced2897bdb611f Mon Sep 17 00:00:00 2001 From: Kamal Singh Rautela Date: Sun, 12 Apr 2026 12:22:44 +0530 Subject: [PATCH] feat: add C implementation for stats/base/dists/lognormal/logpdf --- .../base/dists/lognormal/logpdf/README.md | 106 +++++++++++ .../logpdf/benchmark/benchmark.native.js | 72 +++++++ .../lognormal/logpdf/benchmark/c/Makefile | 146 +++++++++++++++ .../lognormal/logpdf/benchmark/c/benchmark.c | 141 ++++++++++++++ .../base/dists/lognormal/logpdf/binding.gyp | 170 +++++++++++++++++ .../lognormal/logpdf/examples/c/Makefile | 146 +++++++++++++++ .../lognormal/logpdf/examples/c/example.c | 42 +++++ .../base/dists/lognormal/logpdf/include.gypi | 53 ++++++ .../stats/base/dists/lognormal/logpdf.h | 38 ++++ .../base/dists/lognormal/logpdf/lib/native.js | 77 ++++++++ .../base/dists/lognormal/logpdf/manifest.json | 88 +++++++++ .../base/dists/lognormal/logpdf/package.json | 7 + .../base/dists/lognormal/logpdf/src/Makefile | 70 +++++++ .../base/dists/lognormal/logpdf/src/addon.c | 22 +++ .../base/dists/lognormal/logpdf/src/main.c | 57 ++++++ .../lognormal/logpdf/test/test.native.js | 177 ++++++++++++++++++ 16 files changed, 1412 insertions(+) create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/benchmark/benchmark.native.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/benchmark/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/benchmark/c/benchmark.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/binding.gyp create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/examples/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/examples/c/example.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/include.gypi create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/include/stdlib/stats/base/dists/lognormal/logpdf.h create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/lib/native.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/manifest.json create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/src/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/src/addon.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/src/main.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/test/test.native.js diff --git a/lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/README.md index 24859b2b9a4a..bf70ae4841ef 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/lognormal/logpdf/README.md @@ -134,6 +134,112 @@ logEachMap( 'x: %0.4f, µ: %0.4f, σ: %0.4f, ln(f(x;µ,σ)): %0.4f', x, mu, sigm + + +* * * + +
+ +## C APIs + + + +
+ +
+ + + + + +
+ +### Usage + +```c +#include "stdlib/stats/base/dists/lognormal/logpdf.h" +``` + +#### stdlib_base_dists_lognormal_logpdf( x, mu, sigma ) + +Evaluates the natural logarithm of the probability density function (PDF) for a lognormal distribution. + +```c +double y = stdlib_base_dists_lognormal_logpdf( 2.0, 0.0, 1.0 ); +// returns ~-1.852 +``` + +The function accepts the following arguments: + +- **x**: `[in] double` input value. +- **mu**: `[in] double` location parameter. +- **sigma**: `[in] double` scale parameter. + +```c +double stdlib_base_dists_lognormal_logpdf( const double x, const double mu, const double sigma ); +``` + +
+ + + + + +
+ +
+ + + + + +
+ +### Examples + +```c +#include "stdlib/stats/base/dists/lognormal/logpdf.h" +#include +#include + +static double random_uniform( const double min, const double max ) { + double v = (double)rand() / ( (double)RAND_MAX + 1.0 ); + return min + ( v*(max-min) ); +} + +int main( void ) { + double x; + double mu; + double sigma; + double y; + int i; + + for ( i = 0; i < 25; i++ ) { + x = random_uniform( 0.0, 100.0 ); + mu = random_uniform( -10.0, 10.0 ); + sigma = random_uniform( 0.1, 10.0 ); + y = stdlib_base_dists_lognormal_logpdf( x, mu, sigma ); + printf( "x: %lf, mu: %lf, sigma: %lf, ln(f(x;mu,sigma)): %lf\n", x, mu, sigma, y ); + } +} +``` + +
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