Auto-generated commit

.gitignore

@@ -188,3 +188,7 @@ jsconfig.json
 # Other editor files #
 ######################
 .idea/
+
+# Cursor #
+##########
+.cursorignore

CHANGELOG.md

@@ -4,14 +4,37 @@
 
 <section class="release" id="unreleased">
 
-## Unreleased (2025-02-10)
+## Unreleased (2025-02-18)
+
+<section class="features">
+
+### Features
+
+-   [`e05da28`](https://github.com/stdlib-js/stdlib/commit/e05da283a2493c635c06ab0f19e4aefbcc9e2540) - add C implementation for `stats/base/dists/binomial/stdev` [(#4408)](https://github.com/stdlib-js/stdlib/pull/4408)
+
+</section>
+
+<!-- /.features -->
+
+<section class="issues">
+
+### Closed Issues
+
+This release closes the following issue:
+
+[#3476](https://github.com/stdlib-js/stdlib/issues/3476)
+
+</section>
+
+<!-- /.issues -->
 
 <section class="commits">
 
 ### Commits
 
 <details>
 
+-   [`e05da28`](https://github.com/stdlib-js/stdlib/commit/e05da283a2493c635c06ab0f19e4aefbcc9e2540) - **feat:** add C implementation for `stats/base/dists/binomial/stdev` [(#4408)](https://github.com/stdlib-js/stdlib/pull/4408) _(by Prashant Kumar Yadav, Philipp Burckhardt, stdlib-bot)_
 -   [`af55f0d`](https://github.com/stdlib-js/stdlib/commit/af55f0d6d6b4d06c36f46357740ea89a4639ab5b) - **bench:** refactor random number generation in `stats/base/dists/binomial` [(#4841)](https://github.com/stdlib-js/stdlib/pull/4841) _(by Karan Anand)_
 
 </details>
@@ -24,9 +47,11 @@
 
 ### Contributors
 
-A total of 1 person contributed to this release. Thank you to this contributor:
+A total of 3 people contributed to this release. Thank you to the following contributors:
 
 -   Karan Anand
+-   Philipp Burckhardt
+-   Prashant Kumar Yadav
 
 </section>
 

CONTRIBUTORS

@@ -35,9 +35,12 @@ Dominik Moritz <domoritz@gmail.com>
 Dorrin Sotoudeh <dorrinsotoudeh123@gmail.com>
 EuniceSim142 <77243938+EuniceSim142@users.noreply.github.com>
 Frank Kovacs <fran70kk@gmail.com>
+GK Bishnoi <gkishan1kyt@gmail.com>
+Gaurav <gaurav70380@gmail.com>
 Golden Kumar <103646877+AuenKr@users.noreply.github.com>
 Gunj Joshi <gunjjoshi8372@gmail.com>
 Gururaj Gurram <gururajgurram1512@gmail.com>
+Harsh <149176984+hrshya@users.noreply.github.com>
 HarshaNP <96897754+GittyHarsha@users.noreply.github.com>
 Harshita Kalani <harshitakalani02@gmail.com>
 Hridyanshu <124202756+HRIDYANSHU054@users.noreply.github.com>
@@ -101,6 +104,7 @@ Sai Srikar Dumpeti <80447788+the-r3aper7@users.noreply.github.com>
 Sarthak Paandey <145528240+SarthakPaandey@users.noreply.github.com>
 Saurabh Singh <saurabhsraghuvanshi@gmail.com>
 Seyyed Parsa Neshaei <spneshaei@users.noreply.github.com>
+Shabareesh Shetty <139731143+ShabiShett07@users.noreply.github.com>
 Shashank Shekhar Singh <shashankshekharsingh1205@gmail.com>
 Shivam Ahir <11shivam00@gmail.com>
 Shraddheya Shendre <shendreshraddheya@gmail.com>
@@ -125,6 +129,7 @@ Vivek Maurya <vm8118134@gmail.com>
 Xiaochuan Ye <tap91624@gmail.com>
 Yaswanth Kosuru <116426380+yaswanthkosuru@users.noreply.github.com>
 Yernar Yergaziyev <yernar.yergaziyev@erg.kz>
+Yuvi Mittal <128018763+yuvi-mittal@users.noreply.github.com>
 ekambains <bainsinbusiness@gmail.com>
 olenkabilonizhka <62379231+olenkabilonizhka@users.noreply.github.com>
 pranav-1720 <123018993+pranav-1720@users.noreply.github.com>

README.md

@@ -174,6 +174,102 @@ for ( i = 0; i < 10; i++ ) {
 
 <!-- /.examples -->
 
+<!-- C interface documentation. -->
+
+<section class="c">
+
+## C APIs
+
+<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
+
+<section class="intro">
+
+</section>
+
+<!-- /.intro -->
+
+<!-- C usage documentation. -->
+
+<section class="usage">
+
+### Usage
+
+```c
+#include "stdlib/stats/base/dists/binomial/stdev.h"
+```
+
+#### stdlib_base_dists_binomial_stdev( n, p )
+
+Returns the [standard deviation][stdev] of a [binomial][binomial-distribution] distribution with number of trials `n` and success probability `p`.
+
+```c
+double out = stdlib_base_dists_binomial_stdev( 100, 0.1 );
+// returns 3
+```
+
+The function accepts the following arguments:
+
+-   **n**: `[in] int32_t` number of trials.
+-   **p**: `[in] double` success probability.
+
+```c
+double stdlib_base_dists_binomial_stdev( const int32_t n, const double p );
+
+</section>
+
+<!-- /.usage -->
+
+<!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
+
+<section class="notes">
+
+</section>
+
+<!-- /.notes -->
+
+<!-- C API usage examples. -->
+
+<section class="examples">
+
+### Examples
+
+```c
+#include "stdlib/stats/base/dists/binomial/stdev.h"
+#include "stdlib/math/base/special/ceil.h"
+#include <stdlib.h>
+#include <stdint.h>
+#include <stdio.h>
+
+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 ) {
+    int32_t n;
+    double p;
+    double y;
+    int i;
+
+    for ( i = 0; i < 25; i++ ) {
+        n = stdlib_base_ceil( random_uniform( 0.0, 100.0 ) );
+        p = random_uniform( 0.0, 1.0 );
+        y = stdlib_base_dists_binomial_stdev( n, p );
+        printf( "n: %d, p: %lf, SD(X;n,p): %lf\n", n, p, y );
+    }
+
+    return 0;
+}
+```
+
+</section>
+
+<!-- /.examples -->
+
+</section>
+
+<!-- /.c -->
+
 <!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
 
 <section class="references">

benchmark/benchmark.native.js

@@ -0,0 +1,71 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var bench = require( '@stdlib/bench-harness' );
+var uniform = require( '@stdlib/random-base-uniform' );
+var discreteUniform = require( '@stdlib/random-base-discrete-uniform' );
+var Float64Array = require( '@stdlib/array-float64' );
+var tryRequire = require( '@stdlib/utils-try-require' );
+var isnan = require( '@stdlib/math-base-assert-is-nan' );
+var pkg = require( './../package.json' ).name;
+
+
+// VARIABLES //
+
+var stdev = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( stdev instanceof Error )
+};
+
+
+// MAIN //
+
+bench( pkg+'::native', opts, function benchmark( b ) {
+	var len;
+	var n;
+	var p;
+	var y;
+	var i;
+
+	len = 100;
+	n = new Float64Array( len );
+	p = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		n[ i ] = discreteUniform( 1, 100 );
+		p[ i ] = uniform( 0.0, 1.0 );
+	}
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		y = stdev( n[ i % len ], p[ i % len ] );
+		if ( isnan( y ) ) {
+			b.fail( 'should not return NaN' );
+		}
+	}
+	b.toc();
+	if ( isnan( y ) ) {
+		b.fail( 'should not return NaN' );
+	}
+	b.pass( 'benchmark finished' );
+	b.end();
+});