Auto-generated commit

Author: stdlib-bot

.gitignore

@@ -188,7 +188,12 @@ jsconfig.json
 # Other editor files #
 ######################
 .idea/
-
-# Cursor #
-##########
+.cursor
 .cursorignore
+.windsurfrules
+.clinerules
+
+# AI coding agents #
+####################
+CLAUDE.md
+GEMINI.md

CHANGELOG.md

@@ -4,7 +4,7 @@
 
 <section class="release" id="unreleased">
 
-## Unreleased (2025-06-16)
+## Unreleased (2025-10-20)
 
 <section class="features">
 
@@ -34,8 +34,12 @@ A total of 2 issues were closed in this release:
 
 <details>
 
+-   [`e4be7f9`](https://github.com/stdlib-js/stdlib/commit/e4be7f953df25fba01efe2355dd82208023a00f6) - **docs:** replace manual `for` loop in examples [(#8259)](https://github.com/stdlib-js/stdlib/pull/8259) _(by Harsh Yadav)_
+-   [`fc438e0`](https://github.com/stdlib-js/stdlib/commit/fc438e0edbad0689d6923d6f3edb959b96597662) - **test:** use standardized assertion messages and fix lint errors _(by Philipp Burckhardt)_
+-   [`07f7c05`](https://github.com/stdlib-js/stdlib/commit/07f7c0522c73e6ad9505e1d45035ae439344200d) - **test:** use standardized assertion messages and fix lint errors _(by Philipp Burckhardt)_
+-   [`9c21fd2`](https://github.com/stdlib-js/stdlib/commit/9c21fd20ef8b8a6a88abb96d80ea6d8e4c5434eb) - **test:** use .strictEqual() instead of .equal() _(by Philipp Burckhardt)_
 -   [`d6c156f`](https://github.com/stdlib-js/stdlib/commit/d6c156fb4a5ad2029b7743d9141313de1a0ec77e) - **feat:** add C implementation for `stats/base/dists/logistic/pdf` [(#4357)](https://github.com/stdlib-js/stdlib/pull/4357) _(by Dhruv Arvind Singh, Philipp Burckhardt, stdlib-bot)_
--   [`0d255bc`](https://github.com/stdlib-js/stdlib/commit/0d255bc39e0a122554fbc972be6c0973abb2c48a) - **bench:** refactor random number generation in JS benchmarks for `stats/base/dists/logistic` [(#5139)](https://github.com/stdlib-js/stdlib/pull/5139) _(by GK Bishnoi, Gopi Kishan)_
+-   [`0d255bc`](https://github.com/stdlib-js/stdlib/commit/0d255bc39e0a122554fbc972be6c0973abb2c48a) - **bench:** refactor random number generation in JS benchmarks for `stats/base/dists/logistic` [(#5139)](https://github.com/stdlib-js/stdlib/pull/5139) _(by Gopi Kishan, Gopi Kishan)_
 
 </details>
 
@@ -50,8 +54,8 @@ A total of 2 issues were closed in this release:
 A total of 4 people contributed to this release. Thank you to the following contributors:
 
 -   Dhruv Arvind Singh
--   GK Bishnoi
 -   Gopi Kishan
+-   Harsh Yadav
 -   Philipp Burckhardt
 
 </section>

CONTRIBUTORS

@@ -3,102 +3,121 @@
 # Contributors listed in alphabetical order.
 
 Aadish Jain <[email protected]>
-Aarya Balwadkar <[email protected].com>
+Aarya Balwadkar <aaryabalwadkar2005@gmail.com>
 Aayush Khanna <[email protected]>
 Abdelrahman Samir <[email protected]>
 Abdul Kaium <[email protected]>
 Abhay Punia <[email protected]>
 Abhijit Raut <[email protected]>
+Abhishek G <[email protected]>
 Abhishek Jain <[email protected]>
 Adarsh Palaskar <[email protected]>
 Aditya Sapra <[email protected]>
+Aditya Singh <[email protected]>
 Ahmed Atwa <[email protected]>
 Ahmed Kashkoush <[email protected]>
 Ahmed Khaled <[email protected]>
 Aksshay Balasubramanian <[email protected]>
 Aleksandr <[email protected]>
 Ali Salesi <[email protected]>
-AlyAbdelmoneim <[email protected]>
-Aman Bhansali <[email protected]>
-AmanBhadkariya <[email protected].com>
-Amisha Chhajed <[email protected].com>
+Aly Abdelmoneim <[email protected]>
+Aman Bhadkariya <[email protected]>
+Aman Bhansali <amanbhansali65@gmail.com>
+Amisha Chhajed <amishhhaaaa@gmail.com>
 Amit Jimiwal <[email protected]>
+Anmol Sah <[email protected]>
 Annamalai Prabu <[email protected]>
-Anshu Kumar <[email protected]>
 Anshu Kumar <[email protected]>
+Anshuman Singh <[email protected]>
 Anudeep Sanapala <[email protected]>
+Arihant Pal <[email protected]>
 Aryan Bhirud <[email protected]>
+Aryan J <[email protected]>
 Athan Reines <[email protected]>
-Ayaka <[email protected]>
-Bhavishy Agrawal <[email protected]>
+Atharva Patil <[email protected]>
+Bhavishy Agrawal <[email protected]>
+Bhupesh Kumar <[email protected]>
 Brendan Graetz <[email protected]>
 Bruno Fenzl <[email protected]>
 Bryan Elee <[email protected]>
 Chinmay Joshi <[email protected]>
 Christopher Dambamuromo <[email protected]>
 Dan Rose <[email protected]>
+Daniel Hernandez Gomez <[email protected]>
 Daniel Killenberger <[email protected]>
 Daniel Yu <[email protected]>
 Debashis Maharana <[email protected]>
-Deep Trivedi <[email protected].com>
+Deep Trivedi <deepbtrivedi04@gmail.com>
 Deepak Singh <[email protected]>
-Desh Deepak Kant <[email protected]>
+Deepak Singh <[email protected]>
+Desh Deepak Kant <[email protected]>
 Dev Goel <[email protected]>
-Dhanyabad behera <[email protected]>
+Devshree Bhati <[email protected]>
+Dhanyabad Behera <[email protected]>
 Dhruv Arvind Singh <[email protected]>
-Dhruvil Mehta <[email protected]>
-Dipjyoti Das <[email protected]>
-Divyansh Seth <[email protected]>
+Dhruvil Mehta <[email protected]>
+Dipjyoti Das <[email protected]>
+Ditsu S <[email protected]>
+Divyansh Seth <[email protected]>
 Dominic Lim <[email protected]>
 Dominik Moritz <[email protected]>
 Dorrin Sotoudeh <[email protected]>
-EuniceSim142 <[email protected]>
+Dudhat Hemil Pravinkumar <[email protected]>
+Ekampreet Singh Bains <[email protected]>
+Eunice Sim <[email protected]>
+Fadio <[email protected]>
 Frank Kovacs <[email protected]>
-GK Bishnoi <[email protected]>
-GURU PRASAD SHARMA <[email protected]>
-Gaurav <[email protected]>
+Gaurav Jadhav <[email protected]>
+Gaurav Kaushik <[email protected]>
 Gautam Kaushik <[email protected]>
 Gautam sharma <[email protected]>
+Geo Daoyu <[email protected]>
 Girish Garg <[email protected]>
+Gitty Harsha <[email protected]>
 Golden Kumar <[email protected]>
+Gopi Kishan <[email protected]>
 Gunj Joshi <[email protected]>
+Guru Prasad Sharma <[email protected]>
 Gururaj Gurram <[email protected]>
+Harishchandra Reddy <[email protected]>
 Haroon Rasheed <[email protected]>
-Harsh <[email protected]>
-HarshaNP <[email protected]>
+Harsh Yadav <[email protected]>
 Harshita Kalani <[email protected]>
 Hemang Choudhary <[email protected]>
 Hemant M Mehta <[email protected]>
 Hridyanshu <[email protected]>
+Iryna Andrushko <[email protected]>
 Jaimin Godhani <[email protected]>
-Jaison D Souza <[email protected].com>
+Jaison Dsouza <jaisondz9360@gmail.com>
 Jalaj Kumar <[email protected]>
 James Gelok <[email protected]>
 Jay Soni <[email protected]>
 Jaysukh Makvana <[email protected]>
+Jenish <[email protected]>
 Jenish Thapa <[email protected]>
 Jithin KS <[email protected]>
 Joel Mathew Koshy <[email protected]>
 Joey Reed <[email protected]>
 Jordan Gallivan <[email protected]>
 Joris Labie <[email protected]>
+jsai28 <[email protected]>
 Justin Dennison <[email protected]>
 Justyn Shelby <[email protected]>
 Karan Anand <[email protected]>
 Karan Vasudevamurthy <[email protected]>
 Karan Yadav <[email protected]>
 Karthik Prakash <[email protected]>
-Kaushikgtm <[email protected]>
 Kavyansh-Bagdi <[email protected]>
 Kohantika Nath <[email protected]>
 Krishnam Agarwal <[email protected]>
 Krishnendu Das <[email protected]>
 Kshitij-Dale <[email protected]>
 Lalit Narayan Yadav <[email protected]>
+lohithganni <[email protected]>
 Lokesh Ranjan <[email protected]>
 Lovelin Dhoni J B <[email protected]>
-MANI <[email protected]>
 Mahfuza Humayra Mohona <[email protected]>
+MANI <[email protected]>
 Manik Sharma <[email protected]>
 Manvith M <[email protected]>
 Marcus Fantham <[email protected]>
@@ -107,12 +126,17 @@ Mihir Pandit <[email protected]>
 Milan Raj <[email protected]>
 Mohammad Bin Aftab <[email protected]>
 Mohammad Kaif <[email protected]>
+Mohsin <[email protected]>
 Momtchil Momtchev <[email protected]>
 Muhammad Haris <[email protected]>
 Muhammad Taaha Tariq <[email protected]>
 Muhmmad Saad <[email protected]>
+Nakul Krishnakumar <[email protected]>
 Naresh Jagadeesan <[email protected]>
 Naveen Kumar <[email protected]>
+Navyansh Kesarwani <[email protected]>
+navyansh007 <[email protected]>
+NEEKUorAAYUSH <[email protected]>
 Neeraj Pathak <[email protected]>
 NirvedMishra <[email protected]>
 Nishant Shinde <[email protected]>
@@ -121,13 +145,18 @@ Nishchay Rajput <[email protected]>
 Nithin Katta <[email protected]>
 Nourhan Hasan <[email protected]>
 Ognjen Jevremović <[email protected]>
+olenkabilonizhka <[email protected]>
 Oneday12323 <[email protected]>
 Ori Miles <[email protected]>
+Payal Goswami <[email protected]>
 Philipp Burckhardt <[email protected]>
 Pierre Forstmann <[email protected]>
+Piyush Goel <[email protected]>
+Pradyumn Prasad <[email protected]>
 Prajjwal Bajpai <[email protected]>
 Prajwal Kulkarni <[email protected]>
 Pranav Goswami <[email protected]>
+pranav-1720 <[email protected]>
 Pranjal Jha <[email protected]>
 Prashant Kumar Yadav <[email protected]>
 PrathamBhamare <[email protected]>
@@ -139,39 +168,51 @@ Priyanshu Agarwal <[email protected]>
 Pulkit Gupta <[email protected]>
 Pushpendra Chandravanshi <[email protected]>
 Rahul Kumar <[email protected]>
+rahulrangers <[email protected]>
+rainn <[email protected]>
 Raunak Kumar Gupta <[email protected]>
+rei2hu <[email protected]>
 Rejoan Sardar <[email protected]>
 Ricky Reusser <[email protected]>
 Ridam Garg <[email protected]>
 Rishav <[email protected]>
 Rishav Tarway <[email protected]>
 Robert Gislason <[email protected]>
 Roman Stetsyk <[email protected]>
+RudrakshRaina07 <[email protected]>
 Rupa <[email protected]>
 Rutam Kathale <[email protected]>
 Ruthwik Chikoti <[email protected]>
 Ryan Seal <[email protected]>
 Rylan Yang <[email protected]>
-SAHIL KUMAR <[email protected]>
-SHIVAM YADAV <[email protected]>
 Sachin Raj <[email protected]>
 Sahil Goyal <[email protected]>
+SAHIL KUMAR <[email protected]>
 Sai Avinash <[email protected]>
 Sai Srikar Dumpeti <[email protected]>
 Sanchay Ketan Sinha <[email protected]>
 Sarthak Paandey <[email protected]>
+Satyajeet Chavan <[email protected]>
+SAUJANYA MAGARDE <[email protected]>
 Saurabh Singh <[email protected]>
+Seth-Banker <[email protected]>
 Seyyed Parsa Neshaei <[email protected]>
 Shabareesh Shetty <[email protected]>
 Shashank Shekhar Singh <[email protected]>
+Shaswata Panda <[email protected]>
 Shivam Ahir <[email protected]>
+SHIVAM YADAV <[email protected]>
+Shivansh <[email protected]>
 Shraddheya Shendre <[email protected]>
 Shubh Mehta <[email protected]>
+Shubham <[email protected]>
 Shubham Mishra <[email protected]>
+Siddhesh waje <[email protected]>
 Sivam Das <[email protected]>
 Snehil Shah <[email protected]>
 Soumajit Chatterjee <[email protected]>
 Spandan Barve <[email protected]>
+Srinivas Batthula <[email protected]>
 Stephannie Jiménez Gacha <[email protected]>
 Suhaib Ilahi <[email protected]>
 Suraj Kumar <[email protected]>
@@ -181,30 +222,24 @@ Tirtadwipa Manunggal <[email protected]>
 Tudor Pagu <[email protected]>
 Tufailahmed Bargir <[email protected]>
 Tushar Bhardwaj <[email protected]>
+Tushar Bharti <[email protected]>
+Tyson Cung <[email protected]>
 Uday Kakade <[email protected]>
 Ujjwal Kirti <[email protected]>
 Utkarsh <http://[email protected]>
 Utkarsh Raj <[email protected]>
 UtkershBasnet <[email protected]>
 Vaibhav Patel <[email protected]>
+Vansh Choudhary <[email protected]>
 Vara Rahul Rajana <[email protected]>
 Varad Gupta <[email protected]>
 Vinit Pandit <[email protected]>
 Vivek Maurya <[email protected]>
+Wendy Yuchen Sun <[email protected]>
 Xiaochuan Ye <[email protected]>
 Yaswanth Kosuru <[email protected]>
 Yernar Yergaziyev <[email protected]>
+youzi-forge <[email protected]>
 Yugal Kaushik <[email protected]>
 Yuvi Mittal <[email protected]>
-devshree-bhati <[email protected]>
-ditsu <[email protected]>
-ekambains <[email protected]>
-fadiothman22 <[email protected]>
-iraandrushko <[email protected]>
-lohithganni <[email protected]>
-olenkabilonizhka <[email protected]>
-pranav-1720 <[email protected]>
-rahulrangers <[email protected]>
-rainn <[email protected]>
-rei2hu <[email protected]>
-zhanggy <[email protected]>
+Zuhair Ahmad <[email protected]>

README.md

@@ -153,22 +153,18 @@ y = mypdf( 5.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random-base-randu' );
+var uniform = require( '@stdlib/random-array-uniform' );
+var logEachMap = require( '@stdlib/console-log-each-map' );
 var pdf = require( '@stdlib/stats-base-dists-logistic-pdf' );
 
-var mu;
-var s;
-var x;
-var y;
-var i;
-
-for ( i = 0; i < 10; i++ ) {
-    x = randu() * 10.0;
-    mu = randu() * 10.0;
-    s = randu() * 10.0;
-    y = pdf( x, mu, s );
-    console.log( 'x: %d, µ: %d, s: %d, f(x;µ,s): %d', x, mu, s, y );
-}
+var opts = {
+    'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 10.0, opts );
+var mu = uniform( 10, 0.0, 10.0, opts );
+var s = uniform( 10, 0.0, 10.0, opts );
+
+logEachMap( 'x: %0.4f, µ: %0.4f, s: %0.4f, f(x;µ,s): %0.4f', x, mu, s, pdf );
 ```
 
 </section>

examples/index.js

@@ -18,19 +18,15 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random-base-randu' );
+var uniform = require( '@stdlib/random-array-uniform' );
+var logEachMap = require( '@stdlib/console-log-each-map' );
 var pdf = require( './../lib' );
 
-var mu;
-var s;
-var x;
-var y;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var x = uniform( 10, 0.0, 10.0, opts );
+var mu = uniform( 10, 0.0, 10.0, opts );
+var s = uniform( 10, 0.0, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	x = randu() * 10;
-	mu = randu() * 10;
-	s = randu() * 10;
-	y = pdf( x, mu, s );
-	console.log( 'x: %d, µ: %d, s: %d, f(x;µ,s): %d', x, mu, s, y );
-}
+logEachMap( 'x: %0.4f, µ: %0.4f, s: %0.4f, f(x;µ,s): %0.4f', x, mu, s, pdf );

package.json

@@ -54,8 +54,9 @@
   },
   "devDependencies": {
     "@stdlib/array-float64": "^0.2.2",
+    "@stdlib/console-log-each-map": "github:stdlib-js/console-log-each-map#main",
     "@stdlib/constants-float64-eps": "^0.2.2",
-    "@stdlib/random-base-randu": "^0.2.1",
+    "@stdlib/random-array-uniform": "^0.2.1",
     "@stdlib/random-base-uniform": "^0.2.1",
     "@stdlib/utils-try-require": "^0.2.2",
     "tape": "git+https://github.com/kgryte/tape.git#fix/globby",