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 (2025-07-01)
+## Unreleased (2025-10-13)
 
 <section class="features">
 
@@ -34,6 +34,9 @@ This release closes the following issue:
 
 <details>
 
+-   [`4a599d7`](https://github.com/stdlib-js/stdlib/commit/4a599d7672902faa05e6dfbe3822a27422337278) - **docs:** replace manual `for` loop in examples [(#8230)](https://github.com/stdlib-js/stdlib/pull/8230) _(by Harsh)_
+-   [`fc438e0`](https://github.com/stdlib-js/stdlib/commit/fc438e0edbad0689d6923d6f3edb959b96597662) - **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)_
 -   [`83af59d`](https://github.com/stdlib-js/stdlib/commit/83af59de17b7e0db3d95fb5959ec0f38cf63c88e) - **test:** increase needed tolerances for tests to pass _(by Philipp Burckhardt)_
 -   [`9d9f653`](https://github.com/stdlib-js/stdlib/commit/9d9f653d3c57620043aa6b0d1e6103ea3b7a5e28) - **chore:** clean-up _(by Athan Reines)_
 -   [`5271c7a`](https://github.com/stdlib-js/stdlib/commit/5271c7a1ad270bb7c4031bcdf270b9caee547be6) - **style:** use tabs instead of spaces _(by Philipp Burckhardt)_
@@ -50,9 +53,10 @@ This release closes the following issue:
 
 ### Contributors
 
-A total of 3 people contributed to this release. Thank you to the following contributors:
+A total of 4 people contributed to this release. Thank you to the following contributors:
 
 -   Athan Reines
+-   Harsh
 -   Philipp Burckhardt
 -   Shabareesh Shetty
 

CONTRIBUTORS

@@ -9,40 +9,49 @@ 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]>
+Aly Abdelmoneim <[email protected]>
 Aman Bhansali <[email protected]>
 AmanBhadkariya <[email protected]>
 Amisha Chhajed <[email protected]>
 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]>
+AryanJ18 <[email protected]>
 Athan Reines <[email protected]>
+Atharva Patil <[email protected]>
 Ayaka <[email protected]>
 Bhavishy Agrawal <[email protected]>
 Brendan Graetz <[email protected]>
 Bruno Fenzl <[email protected]>
 Bryan Elee <[email protected]>
 Chinmay Joshi <[email protected]>
 Christopher Dambamuromo <[email protected]>
+DUDHAT HEMIL PRAVINKUMAR <[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]>
 Deepak Singh <[email protected]>
+Deepak Singh <[email protected]>
 Desh Deepak Kant <[email protected]>
 Dev Goel <[email protected]>
 Dhanyabad behera <[email protected]>
@@ -58,8 +67,10 @@ Frank Kovacs <[email protected]>
 GK Bishnoi <[email protected]>
 GURU PRASAD SHARMA <[email protected]>
 Gaurav <[email protected]>
+Gaurav Kaushik <[email protected]>
 Gautam Kaushik <[email protected]>
 Gautam sharma <[email protected]>
+GeoDaoyu <[email protected]>
 Girish Garg <[email protected]>
 Golden Kumar <[email protected]>
 Gunj Joshi <[email protected]>
@@ -113,8 +124,11 @@ Momtchil Momtchev <[email protected]>
 Muhammad Haris <[email protected]>
 Muhammad Taaha Tariq <[email protected]>
 Muhmmad Saad <[email protected]>
+NEEKUorAAYUSH <[email protected]>
+Nakul Krishnakumar <[email protected]>
 Naresh Jagadeesan <[email protected]>
 Naveen Kumar <[email protected]>
+Navyansh Kesarwani <[email protected]>
 Neeraj Pathak <[email protected]>
 NirvedMishra <[email protected]>
 Nishant Shinde <[email protected]>
@@ -125,8 +139,11 @@ Nourhan Hasan <[email protected]>
 Ognjen Jevremović <[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]>
@@ -155,25 +172,33 @@ Ruthwik Chikoti <[email protected]>
 Ryan Seal <[email protected]>
 Rylan Yang <[email protected]>
 SAHIL KUMAR <[email protected]>
+SAUJANYA MAGARDE <[email protected]>
 SHIVAM YADAV <[email protected]>
 Sachin Raj <[email protected]>
 Sahil Goyal <[email protected]>
 Sai Avinash <[email protected]>
 Sai Srikar Dumpeti <[email protected]>
 Sanchay Ketan Sinha <[email protected]>
 Sarthak Paandey <[email protected]>
+Satyajeet Chavan <[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]>
+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]>
@@ -183,21 +208,25 @@ Tirtadwipa Manunggal <[email protected]>
 Tudor Pagu <[email protected]>
 Tufailahmed Bargir <[email protected]>
 Tushar Bhardwaj <[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]>
 Yugal Kaushik <[email protected]>
 Yuvi Mittal <[email protected]>
+Zuhair Ahmad <[email protected]>
 deepak427 <[email protected]>
 devshree-bhati <[email protected]>
 ditsu <[email protected]>
@@ -206,6 +235,7 @@ fadiothman22 <[email protected]>
 iraandrushko <[email protected]>
 jsai28 <[email protected]>
 lohithganni <[email protected]>
+navyansh007 <[email protected]>
 olenkabilonizhka <[email protected]>
 pranav-1720 <[email protected]>
 rahulrangers <[email protected]>

README.md

@@ -171,20 +171,17 @@ y = variance( 0.5, 0.0 );
 <!-- 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 variance = require( '@stdlib/stats-base-dists-kumaraswamy-variance' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+    'dtype': 'float64'
+};
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-    a = randu() * 10.0;
-    b = randu() * 10.0;
-    v = variance( a, b );
-    console.log( 'a: %d, b: %d, Var(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Var(X;a,b): %0.4f', a, b, variance );
 ```
 
 </section>

examples/index.js

@@ -18,17 +18,14 @@
 
 '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 variance = require( './../lib' );
 
-var a;
-var b;
-var v;
-var i;
+var opts = {
+	'dtype': 'float64'
+};
+var a = uniform( 10, 0.0, 10.0, opts );
+var b = uniform( 10, 0.0, 10.0, opts );
 
-for ( i = 0; i < 10; i++ ) {
-	a = randu() * 10.0;
-	b = randu() * 10.0;
-	v = variance( a, b );
-	console.log( 'a: %d, b: %d, Var(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
-}
+logEachMap( 'a: %0.4f, b: %0.4f, Var(X;a,b): %0.4f', a, b, variance );

package.json

@@ -47,11 +47,12 @@
   },
   "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/constants-float64-ninf": "^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-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",

test/test.js

@@ -44,10 +44,10 @@ tape( 'main export is a function', function test( t ) {
 
 tape( 'if provided `NaN` for any parameter, the function returns `NaN`', function test( t ) {
 	var v = variance( NaN, 0.5 );
-	t.equal( isnan( v ), true, 'returns NaN' );
+	t.strictEqual( isnan( v ), true, 'returns expected value' );
 
 	v = variance( 10.0, NaN );
-	t.equal( isnan( v ), true, 'returns NaN' );
+	t.strictEqual( isnan( v ), true, 'returns expected value' );
 
 	t.end();
 });
@@ -56,25 +56,25 @@ tape( 'if provided a nonpositive `a`, the function returns `NaN`', function test
 	var y;
 
 	y = variance( 0.0, 2.0 );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( -1.0, 2.0 );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( -1.0, 2.0 );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( NINF, 1.0 );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( NINF, PINF );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( NINF, NINF );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( NINF, NaN );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	t.end();
 });
@@ -83,25 +83,25 @@ tape( 'if provided a nonpositive `b`, the function returns `NaN`', function test
 	var y;
 
 	y = variance( 2.0, 0.0 );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( 2.0, -1.0 );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( 2.0, -1/0 );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( 1.0, NINF );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( PINF, NINF );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( NINF, NINF );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	y = variance( NaN, NINF );
-	t.equal( isnan( y ), true, 'returns NaN' );
+	t.strictEqual( isnan( y ), true, 'returns expected value' );
 
 	t.end();
 });
@@ -121,7 +121,7 @@ tape( 'the function returns the variance of a Kumaraswamy\'s double bounded dist
 	for ( i = 0; i < expected.length; i++ ) {
 		y = variance( a[i], b[i] );
 		if ( y === expected[i] ) {
-			t.equal( y, expected[i], 'a: '+a[i]+', b: '+b[i]+', y: '+y+', expected: '+expected[i] );
+			t.strictEqual( y, expected[i], 'a: '+a[i]+', b: '+b[i]+', y: '+y+', expected: '+expected[i] );
 		} else {
 			delta = abs( y - expected[ i ] );
 			tol = 15000.0 * EPS * abs( expected[ i ] );