Auto-generated commit

Author: stdlib-bot

CHANGELOG.md

@@ -762,6 +762,40 @@ This release closes the following issue:
 
 <!-- /.package -->
 
+<section class="package" id="stats-base-dists-t-logpdf-unreleased">
+
+#### [@stdlib/stats/base/dists/t/logpdf](https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/base/dists/t/logpdf)
+
+<details>
+
+<section class="features">
+
+##### Features
+
+-   [`ad7c388`](https://github.com/stdlib-js/stdlib/commit/ad7c3880af37bccd159b6623f92d4b0212eaf0db) - add C implementation for `stats/base/dists/t/logpdf` [(#3934)](https://github.com/stdlib-js/stdlib/pull/3934)
+
+</section>
+
+<!-- /.features -->
+
+<section class="issues">
+
+##### Closed Issues
+
+This release closes the following issue:
+
+[#3873](https://github.com/stdlib-js/stdlib/issues/3873)
+
+</section>
+
+<!-- /.issues -->
+
+</details>
+
+</section>
+
+<!-- /.package -->
+
 <section class="package" id="stats-base-dists-t-mean-unreleased">
 
 #### [@stdlib/stats/base/dists/t/mean](https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/base/dists/t/mean)
@@ -944,9 +978,9 @@ A total of 3 issues were closed in this release:
 
 ### Closed Issues
 
-A total of 29 issues were closed in this release:
+A total of 30 issues were closed in this release:
 
-[#1619](https://github.com/stdlib-js/stdlib/issues/1619), [#1632](https://github.com/stdlib-js/stdlib/issues/1632), [#1633](https://github.com/stdlib-js/stdlib/issues/1633), [#3236](https://github.com/stdlib-js/stdlib/issues/3236), [#3237](https://github.com/stdlib-js/stdlib/issues/3237), [#3238](https://github.com/stdlib-js/stdlib/issues/3238), [#3378](https://github.com/stdlib-js/stdlib/issues/3378), [#3384](https://github.com/stdlib-js/stdlib/issues/3384), [#3385](https://github.com/stdlib-js/stdlib/issues/3385), [#3401](https://github.com/stdlib-js/stdlib/issues/3401), [#3402](https://github.com/stdlib-js/stdlib/issues/3402), [#3414](https://github.com/stdlib-js/stdlib/issues/3414), [#3417](https://github.com/stdlib-js/stdlib/issues/3417), [#3421](https://github.com/stdlib-js/stdlib/issues/3421), [#3431](https://github.com/stdlib-js/stdlib/issues/3431), [#3434](https://github.com/stdlib-js/stdlib/issues/3434), [#3435](https://github.com/stdlib-js/stdlib/issues/3435), [#3436](https://github.com/stdlib-js/stdlib/issues/3436), [#3438](https://github.com/stdlib-js/stdlib/issues/3438), [#3445](https://github.com/stdlib-js/stdlib/issues/3445), [#3446](https://github.com/stdlib-js/stdlib/issues/3446), [#3447](https://github.com/stdlib-js/stdlib/issues/3447), [#3671](https://github.com/stdlib-js/stdlib/issues/3671), [#3797](https://github.com/stdlib-js/stdlib/issues/3797), [#3798](https://github.com/stdlib-js/stdlib/issues/3798), [#3865](https://github.com/stdlib-js/stdlib/issues/3865), [#3874](https://github.com/stdlib-js/stdlib/issues/3874), [#3879](https://github.com/stdlib-js/stdlib/issues/3879), [#3880](https://github.com/stdlib-js/stdlib/issues/3880)
+[#1619](https://github.com/stdlib-js/stdlib/issues/1619), [#1632](https://github.com/stdlib-js/stdlib/issues/1632), [#1633](https://github.com/stdlib-js/stdlib/issues/1633), [#3236](https://github.com/stdlib-js/stdlib/issues/3236), [#3237](https://github.com/stdlib-js/stdlib/issues/3237), [#3238](https://github.com/stdlib-js/stdlib/issues/3238), [#3378](https://github.com/stdlib-js/stdlib/issues/3378), [#3384](https://github.com/stdlib-js/stdlib/issues/3384), [#3385](https://github.com/stdlib-js/stdlib/issues/3385), [#3401](https://github.com/stdlib-js/stdlib/issues/3401), [#3402](https://github.com/stdlib-js/stdlib/issues/3402), [#3414](https://github.com/stdlib-js/stdlib/issues/3414), [#3417](https://github.com/stdlib-js/stdlib/issues/3417), [#3421](https://github.com/stdlib-js/stdlib/issues/3421), [#3431](https://github.com/stdlib-js/stdlib/issues/3431), [#3434](https://github.com/stdlib-js/stdlib/issues/3434), [#3435](https://github.com/stdlib-js/stdlib/issues/3435), [#3436](https://github.com/stdlib-js/stdlib/issues/3436), [#3438](https://github.com/stdlib-js/stdlib/issues/3438), [#3445](https://github.com/stdlib-js/stdlib/issues/3445), [#3446](https://github.com/stdlib-js/stdlib/issues/3446), [#3447](https://github.com/stdlib-js/stdlib/issues/3447), [#3671](https://github.com/stdlib-js/stdlib/issues/3671), [#3797](https://github.com/stdlib-js/stdlib/issues/3797), [#3798](https://github.com/stdlib-js/stdlib/issues/3798), [#3865](https://github.com/stdlib-js/stdlib/issues/3865), [#3873](https://github.com/stdlib-js/stdlib/issues/3873), [#3874](https://github.com/stdlib-js/stdlib/issues/3874), [#3879](https://github.com/stdlib-js/stdlib/issues/3879), [#3880](https://github.com/stdlib-js/stdlib/issues/3880)
 
 </section>
 
@@ -981,6 +1015,7 @@ A total of 12 people contributed to this release. Thank you to the following con
 
 <details>
 
+-   [`ad7c388`](https://github.com/stdlib-js/stdlib/commit/ad7c3880af37bccd159b6623f92d4b0212eaf0db) - **feat:** add C implementation for `stats/base/dists/t/logpdf` [(#3934)](https://github.com/stdlib-js/stdlib/pull/3934) _(by Aadish Jain, Philipp Burckhardt)_
 -   [`d7f5b56`](https://github.com/stdlib-js/stdlib/commit/d7f5b56fc072abf167bd5eb5e2163833715f2211) - **feat:** add C implementation of `stats/base/dists/rayleigh/cdf` [(#3931)](https://github.com/stdlib-js/stdlib/pull/3931) _(by Vinit Pandit, Philipp Burckhardt)_
 -   [`bb09b18`](https://github.com/stdlib-js/stdlib/commit/bb09b185f74d2fc05254a2f164119ca05054887f) - **feat:** add C implementation for `stats/base/dists/beta/variance` [(#3919)](https://github.com/stdlib-js/stdlib/pull/3919) _(by Vivek maurya, Philipp Burckhardt)_
 -   [`0e2d82a`](https://github.com/stdlib-js/stdlib/commit/0e2d82a0e55b279370365e56b765922321a69e05) - **feat:** add C implementation for `stats/base/dists/poisson/variance` [(#3933)](https://github.com/stdlib-js/stdlib/pull/3933) _(by Aayush Khanna, Philipp Burckhardt, stdlib-bot)_

base/dists/t/logpdf/README.md

@@ -142,6 +142,101 @@ 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/t/logpdf.h"
+```
+
+#### stdlib_base_dists_t_logpdf( x, a, b )
+
+Evaluates the natural logarithm of the [PDF][pdf] for a [Student's t][t-distribution] distribution with degree of freedom `v`.
+
+```c
+double out = stdlib_base_dists_t_logpdf( 0.5, 1.0 );
+// returns ~-1.368
+```
+
+The function accepts the following arguments:
+
+-   **x**: `[in] double` input value.
+-   **v**: `[in] double` degrees of freedom.
+
+```c
+double stdlib_base_dists_t_logpdf( const double x, const double v );
+```
+
+</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/t/logpdf.h"
+#include <stdlib.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 ) {
+    double x;
+    double v;
+    double y;
+    int i;
+    
+    for ( i = 0; i < 25; i++ ) {
+        x = random_uniform( -10.0, 10.0 );
+        v = random_uniform( 1.0, 100.0 );
+        y = stdlib_base_dists_t_logpdf( x, v );
+        printf( "x: %lf, v: %lf, logPDF(x;v): %lf\n", x, v, y );
+    }
+}
+```
+
+</section>
+
+<!-- /.examples -->
+
+</section>
+
+<!-- /.c -->
+
 <!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
 
 <section class="related">

base/dists/t/logpdf/benchmark/benchmark.js

@@ -21,7 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var ceil = require( '@stdlib/math/base/special/ceil' );
+var Float64Array = require( '@stdlib/array/float64' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
@@ -31,16 +32,23 @@ var logpdf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
-	var v;
+	var len;
 	var x;
+	var v;
 	var y;
 	var i;
 
+	len = 100;
+	x = new Float64Array( len );
+	v = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = ( randu() * 20.0 ) - 10.0;
+		v[ i ] = ( randu() * 100.0 ) + 1.0; // degrees of freedom > 0
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*100.0 ) - 100;
-		v = ceil( randu()*100.0 );
-		y = logpdf( x, v );
+		y = logpdf( x[ i % len ], v[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -53,20 +61,20 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':factory', function benchmark( b ) {
-	var mypdf;
+bench( pkg + ':factory', function benchmark( b ) {
+	var mylogpdf;
 	var v;
 	var x;
 	var y;
 	var i;
 
-	v = 3.0;
-	mypdf = logpdf.factory( v );
+	v = 10.0;
+	mylogpdf = logpdf.factory( v );
+	x = uniform( 100, -2.0, 2.0 );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*100.0 ) - 50.0;
-		y = mypdf( x );
+		y = mylogpdf( x[ i % x.length ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}

base/dists/t/logpdf/benchmark/benchmark.native.js

@@ -0,0 +1,70 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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' );
+var Float64Array = require( '@stdlib/array/float64' );
+var randu = require( '@stdlib/random/base/randu' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var pkg = require( './../package.json' ).name;
+
+
+// VARIABLES //
+
+var logpdf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( logpdf instanceof Error )
+};
+
+
+// MAIN //
+
+bench( pkg + '::native', opts, function benchmark( b ) {
+	var len;
+	var x;
+	var v;
+	var y;
+	var i;
+
+	len = 100;
+	x = new Float64Array( len );
+	v = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = ( randu() * 20.0 ) - 10.0;
+		v[ i ] = ( randu() * 100.0 ) + 1.0; // degrees of freedom > 0
+	}
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		y = logpdf( x[ i % len ], v[ 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();
+});