From ff5412be54ab7158cf565646ebe3bd8bba177cb6 Mon Sep 17 00:00:00 2001 From: Vinit Pandit Date: Fri, 20 Dec 2024 12:19:40 +0530 Subject: [PATCH 1/5] feat: add c implementation of stats/dists/gumbel/logpdf --- .../stats/base/dists/gumbel/logpdf/README.md | 82 ++++++++ .../gumbel/logpdf/benchmark/benchmark.js | 17 +- .../logpdf/benchmark/benchmark.native.js | 74 +++++++ .../dists/gumbel/logpdf/benchmark/c/Makefile | 146 +++++++++++++ .../gumbel/logpdf/benchmark/c/benchmark.c | 143 +++++++++++++ .../base/dists/gumbel/logpdf/binding.gyp | 170 +++++++++++++++ .../dists/gumbel/logpdf/examples/c/Makefile | 146 +++++++++++++ .../dists/gumbel/logpdf/examples/c/example.c | 42 ++++ .../base/dists/gumbel/logpdf/include.gypi | 53 +++++ .../stdlib/stats/base/dists/gumbel/logpdf.h | 38 ++++ .../base/dists/gumbel/logpdf/lib/native.js | 73 +++++++ .../base/dists/gumbel/logpdf/manifest.json | 86 ++++++++ .../base/dists/gumbel/logpdf/package.json | 3 + .../base/dists/gumbel/logpdf/src/Makefile | 70 +++++++ .../base/dists/gumbel/logpdf/src/addon.c | 23 +++ .../stats/base/dists/gumbel/logpdf/src/main.c | 52 +++++ .../dists/gumbel/logpdf/test/test.native.js | 193 ++++++++++++++++++ 17 files changed, 1407 insertions(+), 4 deletions(-) create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/benchmark/benchmark.native.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/benchmark/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/benchmark/c/benchmark.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/binding.gyp create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/examples/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/examples/c/example.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/include.gypi create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/include/stdlib/stats/base/dists/gumbel/logpdf.h create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/lib/native.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/manifest.json create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/src/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/src/addon.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/src/main.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/test/test.native.js diff --git a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md index 15a3925528cc..cd3c710d7223 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/gumbel/logpdf/README.md @@ -148,6 +148,88 @@ for ( i = 0; i < 10; i++ ) { + + +
+ +### Usage + +```c +#include "stdlib/stats/base/dists/gumbel/logpdf.h" +``` + +#### stdlib_base_dists_gumbel_logcdf( x, mu, beta ) + +Evaluates the logarithm of the probability density function (PDF) for a Gumbel distribution + +```c +double out = stdlib_base_dists_gumbel_logpdf( 0.0, 0.0, 2.0 ); +// returns ~-1.693 +``` + +The function accepts the following arguments: + +- **x**: `[in] double` input value. +- **mu**: `[in] double` location parameter. +- **beta**: `[in] double` scale parameter. + +```c +double stdlib_base_dists_gumbel_logpdf( const double x, const double mu, const double beta ); +``` + +
+ + + + + +
+ +
+ + + + + +
+ +### Examples + +```c +#include "stdlib/stats/base/dists/gumbel/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 beta; + double mu; + double x; + double y; + int i; + + for ( i = 0; i < 25; i++ ) { + x = random_uniform( 0.0, 10.0 ); + mu = random_uniform( 0.0, 10.0 ); + beta = random_uniform( 0.0, 10.0 ); + y = stdlib_base_dists_gumbel_logpdf( x, mu, beta ); + printf( "x: %lf, µ: %lf, β: %lf, ln(f(x;µ,β)): %lf\n", x, mu, beta, y ); + } +} +``` + +
+ + + + + + +