Auto-generated commit

Author: stdlib-bot

.github/.keepalive

@@ -2,6 +2,6 @@
 
 We are excited about your pull request, but unfortunately we are not accepting pull requests against this repository, as all development happens on the [main project repository](https://github.com/stdlib-js/stdlib). We kindly request that you submit this pull request against the [respective directory](https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/base/dists/levy/logcdf) of the main repository where we’ll review and provide feedback. 
 
-If this is your first stdlib contribution, be sure to read the [contributing guide](https://github.com/stdlib-js/stdlib/blob/develop/CONTRIBUTING.md) which provides guidelines and instructions for submitting contributions. You may also consult the [development guide](https://github.com/stdlib-js/stdlib/blob/develop/docs/development.md) for help on developing stdlib.
+If this is your first stdlib contribution, be sure to read the [contributing guide](https://github.com/stdlib-js/stdlib/blob/develop/CONTRIBUTING.md) which provides guidelines and instructions for submitting contributions. You may also consult the [development guide](https://github.com/stdlib-js/stdlib/blob/develop/docs/contributing/development.md) for help on developing stdlib.
 
 We look forward to receiving your contribution! :smiley:

.github/PULL_REQUEST_TEMPLATE.md

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

.gitignore

@@ -2,6 +2,53 @@
 
 > Package changelog.
 
+<section class="release" id="unreleased">
+
+## Unreleased (2025-03-22)
+
+<section class="issues">
+
+### Closed Issues
+
+This release closes the following issue:
+
+[#4977](https://github.com/stdlib-js/stdlib/issues/4977)
+
+</section>
+
+<!-- /.issues -->
+
+<section class="commits">
+
+### Commits
+
+<details>
+
+-   [`73050cb`](https://github.com/stdlib-js/stdlib/commit/73050cb11de45fd04b8e59c5df8ef30f891dba07) - **bench:** refactor random number generation in `stats/base/dists/levy` [(#6044)](https://github.com/stdlib-js/stdlib/pull/6044) _(by Hemant M Mehta, Athan Reines)_
+
+</details>
+
+</section>
+
+<!-- /.commits -->
+
+<section class="contributors">
+
+### Contributors
+
+A total of 2 people contributed to this release. Thank you to the following contributors:
+
+-   Athan Reines
+-   Hemant M Mehta
+
+</section>
+
+<!-- /.contributors -->
+
+</section>
+
+<!-- /.release -->
+
 <section class="release" id="v0.2.2">
 
 ## 0.2.2 (2024-07-28)

CHANGELOG.md

@@ -4,19 +4,29 @@
 
 Aadish Jain <jain.aadishj@gmail.com>
 Aayush Khanna <aayushiitbhu23@gmail.com>
+Abdelrahman Samir <60700731+abdelrahman04@users.noreply.github.com>
+Abdul Kaium <97376242+impawstarlight@users.noreply.github.com>
+Abhay Punia <156515195+Hecker165@users.noreply.github.com>
 Abhijit Raut <abhijitmraut8010@gmail.com>
+Abhishek Jain <40913033+abhishekblue@users.noreply.github.com>
 Adarsh Palaskar <adarshpalaskar99@gmail.com>
 Aditya Sapra <adityaework@gmail.com>
 Ahmed Atwa <Ahmedatwa866@yahoo.com>
 Ahmed Kashkoush <ahmedkashkoush464@gmail.com>
 Ahmed Khaled <kahmd1444@gmail.com>
+Aksshay Balasubramanian <119944779+Aksshay88@users.noreply.github.com>
 Aleksandr <112382387+alextes90@users.noreply.github.com>
 Ali Salesi <ali_sal1381@yahoo.com>
+AlyAbdelmoneim <148393799+AlyAbdelmoneim@users.noreply.github.com>
 Aman Bhansali <bhansali.1@iitj.ac.in>
+AmanBhadkariya <140033975+AmanBhadkariya@users.noreply.github.com>
 Amit Jimiwal <amitjimiwal45@gmail.com>
+Anshu Kumar <132515490+anxhukumar@users.noreply.github.com>
+Anshu Kumar <contact.anshukumar@protonmail.com>
 Anudeep Sanapala <anudeep0306@gmail.com>
 Athan Reines <kgryte@gmail.com>
 Ayaka <73595362+USERSATOSHI@users.noreply.github.com>
+Bhavishy Agrawal <90029607+bhavishy2801@users.noreply.github.com>
 Brendan Graetz <bguiz@users.noreply.github.com>
 Bruno Fenzl <brunofenzl@gmail.com>
 Bryan Elee <rxbryn@gmail.com>
@@ -26,23 +36,35 @@ Dan Rose <danoftheroses@gmail.com>
 Daniel Killenberger <daniel.killenberger@gmail.com>
 Daniel Yu <40680511+Daniel777y@users.noreply.github.com>
 Debashis Maharana <debashismaharana7854@gmail.com>
+Deep Trivedi <128926685+thedeeppp@users.noreply.github.com>
 Desh Deepak Kant <118960904+DeshDeepakKant@users.noreply.github.com>
 Dev Goel <135586571+corsairier@users.noreply.github.com>
+Dhanyabad behera <110620935+dhanyabad11@users.noreply.github.com>
 Dhruv Arvind Singh <154677013+DhruvArvindSingh@users.noreply.github.com>
+Dhruvil Mehta <68022411+dhruvilmehta@users.noreply.github.com>
 Divyansh Seth <59174836+sethdivyansh@users.noreply.github.com>
 Dominic Lim <46486515+domlimm@users.noreply.github.com>
 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>
+Gautam sharma <gautamkrishnasharma1@gmail.com>
 Golden Kumar <103646877+AuenKr@users.noreply.github.com>
 Gunj Joshi <gunjjoshi8372@gmail.com>
-Gururaj Gurram <143020143+gururaj1512@users.noreply.github.com>
+Gururaj Gurram <gururajgurram1512@gmail.com>
+Haroon Rasheed <51189276+haroon26@users.noreply.github.com>
+Harsh <149176984+hrshya@users.noreply.github.com>
 HarshaNP <96897754+GittyHarsha@users.noreply.github.com>
 Harshita Kalani <harshitakalani02@gmail.com>
+Hemant M Mehta <92446645+hemantmm@users.noreply.github.com>
 Hridyanshu <124202756+HRIDYANSHU054@users.noreply.github.com>
 Jaimin Godhani <112328542+Jai0401@users.noreply.github.com>
+Jaison D Souza <123267719+jsndz@users.noreply.github.com>
+Jalaj Kumar <142599224+jalajk3004@users.noreply.github.com>
 James Gelok <jdgelok@gmail.com>
+Jay Soni <jaygsoni14@gmail.com>
 Jaysukh Makvana <jaysukhmakvana2004@gmail.com>
 Jenish Thapa <141203631+jenish-thapa@users.noreply.github.com>
 Jithin KS <jithinks112@gmail.com>
@@ -51,55 +73,67 @@ Joey Reed <joeyrreed@gmail.com>
 Jordan Gallivan <115050475+Jordan-Gallivan@users.noreply.github.com>
 Joris Labie <joris.labie1@gmail.com>
 Justin Dennison <justin1dennison@gmail.com>
+Justyn Shelby <96994781+ShelbyJustyn@users.noreply.github.com>
 Karan Anand <119553199+anandkaranubc@users.noreply.github.com>
 Karthik Prakash <116057817+skoriop@users.noreply.github.com>
+Kaushikgtm <162317291+Kaushikgtm@users.noreply.github.com>
 Kohantika Nath <145763549+kohantikanath@users.noreply.github.com>
+Krishnam Agarwal <83017176+888krishnam@users.noreply.github.com>
 Krishnendu Das <86651039+itskdhere@users.noreply.github.com>
 Kshitij-Dale <152467202+Kshitij-Dale@users.noreply.github.com>
 Lovelin Dhoni J B <100030865+lovelindhoni@users.noreply.github.com>
+MANI <77221000+Eternity0207@users.noreply.github.com>
 Manik Sharma <maniksharma.rke@gmail.com>
 Manvith M <148960168+manvith2003@users.noreply.github.com>
 Marcus Fantham <mfantham@users.noreply.github.com>
 Matt Cochrane <matthew.cochrane.eng@gmail.com>
 Mihir Pandit <129577900+MSP20086@users.noreply.github.com>
 Milan Raj <rajsite@users.noreply.github.com>
+Mohammad Bin Aftab <48010758+MohammadBinAftab@users.noreply.github.com>
 Mohammad Kaif <mdkaifprofession@gmail.com>
 Momtchil Momtchev <momtchil@momtchev.com>
 Muhammad Haris <harriskhan047@outlook.com>
 Naresh Jagadeesan <naresh.naresh000@gmail.com>
 Naveen Kumar <stupiddint@gmail.com>
 Neeraj Pathak <neerajrpathak710@gmail.com>
 Nishant Shinde <97207366+nishant-s7@users.noreply.github.com>
+Nishchay Rajput <121144841+NishchayRajput@users.noreply.github.com>
 Nithin Katta <88046362+nithinkatta@users.noreply.github.com>
 Nourhan Hasan <109472010+TheNourhan@users.noreply.github.com>
 Ognjen Jevremović <ognjenjevremovic@users.noreply.github.com>
 Oneday12323 <107678750+Oneday12323@users.noreply.github.com>
 Ori Miles <97595296+orimiles5@users.noreply.github.com>
 Philipp Burckhardt <pburckhardt@outlook.com>
 Prajwal Kulkarni <prajwalkulkarni76@gmail.com>
-Pranav Goswami <goswami.4@iitj.ac.in>
+Pranav Goswami <pranavchiku11@gmail.com>
 Pranjal Jha <97080887+PraneGIT@users.noreply.github.com>
 Prashant Kumar Yadav <144602492+0PrashantYadav0@users.noreply.github.com>
 Pratik Singh <97464067+Pratik772846@users.noreply.github.com>
 Pratyush Kumar Chouhan <pratyushkumar0308@gmail.com>
 Priyansh Prajapati <88396544+itsspriyansh@users.noreply.github.com>
 Priyanshu Agarwal <113460573+AgPriyanshu18@users.noreply.github.com>
+Pulkit Gupta <65711278+pulkitgupta2@users.noreply.github.com>
 Pushpendra Chandravanshi <pushpendrachandravanshi4@gmail.com>
+Rahul Kumar <132570066+rahulptl165@users.noreply.github.com>
 Raunak Kumar Gupta <raunakmodanwal321@gmail.com>
 Rejoan Sardar <119718513+Rejoan-Sardar@users.noreply.github.com>
 Ricky Reusser <rsreusser@gmail.com>
 Ridam Garg <67867319+RidamGarg@users.noreply.github.com>
 Rishav <115060907+rishav2404@users.noreply.github.com>
+Rishav Tarway <rishavtarway@gmail.com>
 Robert Gislason <gztown2216@yahoo.com>
 Roman Stetsyk <25715951+romanstetsyk@users.noreply.github.com>
 Rutam Kathale <138517416+performant23@users.noreply.github.com>
 Ruthwik Chikoti <145591715+ruthwikchikoti@users.noreply.github.com>
 Ryan Seal <splrk@users.noreply.github.com>
 Rylan Yang <137365285+rylany27@users.noreply.github.com>
+SHIVAM YADAV <120725381+Shivam-1827@users.noreply.github.com>
 Sai Srikar Dumpeti <80447788+the-r3aper7@users.noreply.github.com>
+Sanchay Ketan Sinha <122982233+satansin123@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>
@@ -110,7 +144,9 @@ Snehil Shah <snehilshah.989@gmail.com>
 Soumajit Chatterjee <121816890+soumajit23@users.noreply.github.com>
 Spandan Barve <contact@marsian.dev>
 Stephannie Jiménez Gacha <steff456@hotmail.com>
+Suhaib Ilahi <suhaib.elahi87@gmail.com>
 Suraj Kumar <125961509+kumarsuraj212003@users.noreply.github.com>
+Tanishq Ahuja <68651083+TheGEN1U5@users.noreply.github.com>
 Tirtadwipa Manunggal <tirtadwipa.manunggal@gmail.com>
 Tudor Pagu <104032457+tudor-pagu@users.noreply.github.com>
 Tufailahmed Bargir <142114244+Tufailahmed-Bargir@users.noreply.github.com>
@@ -124,6 +160,13 @@ Vivek Maurya <vm8118134@gmail.com>
 Xiaochuan Ye <tap91624@gmail.com>
 Yaswanth Kosuru <116426380+yaswanthkosuru@users.noreply.github.com>
 Yernar Yergaziyev <yernar.yergaziyev@erg.kz>
+Yugal Kaushik <yugalkaushik14@gmail.com>
+Yuvi Mittal <128018763+yuvi-mittal@users.noreply.github.com>
+ditsu <170345142+ditsus@users.noreply.github.com>
+ekambains <bainsinbusiness@gmail.com>
+fadiothman22 <48636283+fadiothman22@users.noreply.github.com>
 olenkabilonizhka <62379231+olenkabilonizhka@users.noreply.github.com>
+pranav-1720 <123018993+pranav-1720@users.noreply.github.com>
+rahulrangers <127782777+rahulrangers@users.noreply.github.com>
 rainn <88160429+AmCodesLame@users.noreply.github.com>
 rei2hu <reimu@reimu.ws>

CONTRIBUTORS

@@ -21,7 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench-harness' );
-var randu = require( '@stdlib/random-base-randu' );
+var Float64Array = require( '@stdlib/array-float64' );
+var uniform = require( '@stdlib/random-base-uniform' );
 var isnan = require( '@stdlib/math-base-assert-is-nan' );
 var EPS = require( '@stdlib/constants-float64-eps' );
 var pkg = require( './../package.json' ).name;
@@ -32,17 +33,25 @@ var logcdf = require( './../lib' );
 
 bench( pkg, function benchmark( b ) {
 	var scale;
+	var len;
 	var mu;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	scale = new Float64Array( len );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( -50.0, 50.0 );
+		x[ i ] = uniform( mu[ i ], 100.0 );
+		scale[ i ] = uniform( EPS, 20.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu()*100.0 ) - 50.0;
-		x = ( randu()*100.0 ) + mu;
-		scale = ( randu()*20.0 ) + EPS;
-		y = logcdf( x, mu, scale );
+		y = logcdf( x[ i % len ], mu[ i % len ], scale[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -58,19 +67,24 @@ bench( pkg, function benchmark( b ) {
 bench( pkg+':factory', function benchmark( b ) {
 	var mylogcdf;
 	var scale;
+	var len;
 	var mu;
 	var x;
 	var y;
 	var i;
 
 	mu = 0.0;
+	len = 100;
 	scale = 1.5;
 	mylogcdf = logcdf.factory( mu, scale );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 4.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu() * 4.0;
-		y = mylogcdf( x );
+		y = mylogcdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}

benchmark/benchmark.js

@@ -46,10 +46,12 @@
     "@stdlib/utils-define-nonenumerable-read-only-property": "^0.2.2"
   },
   "devDependencies": {
+    "@stdlib/array-float64": "^0.2.2",
     "@stdlib/constants-float64-eps": "^0.2.2",
     "@stdlib/constants-float64-pinf": "^0.2.2",
     "@stdlib/math-base-special-abs": "^0.2.2",
     "@stdlib/random-base-randu": "^0.2.1",
+    "@stdlib/random-base-uniform": "^0.2.1",
     "tape": "git+https://github.com/kgryte/tape.git#fix/globby",
     "istanbul": "^0.4.1",
     "tap-min": "git+https://github.com/Planeshifter/tap-min.git",