docs: update function description for clarity

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Author: anandkaranubc

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/README.md

@@ -20,7 +20,7 @@ limitations under the License.
 
 # kernelLog1pf
 
-> Compute `logf(1+f) - f` for `1+f` in `~[sqrtf(2)/2, sqrtf(2)]`.
+> Evaluate a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 
 <section class="usage">
 
@@ -32,13 +32,13 @@ var kernelLog1pf = require( '@stdlib/math/base/special/kernel-log1pf' );
 
 #### kernelLog1pf( f )
 
-Computes `logf(1+f) - f` for `1+f` in `~[sqrtf(2)/2, sqrtf(2)]`.
+Evaluates a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 
 ```javascript
 var v = kernelLog1pf( 1.0 );
 // returns ~0.1931
 
-v = kernelLog1pf( 1.4142135 );
+v = kernelLog1pf( 1.4142135381698608 );
 // returns ~0.4672
 
 v = kernelLog1pf( NaN );
@@ -53,7 +53,7 @@ v = kernelLog1pf( NaN );
 
 ## Notes
 
--   This function is a helper function for computing logarithms in base `e`. Argument reduction and adding the final term of the polynomial must be done by the caller for increased accuracy when different bases are used. For reference, see [`@stdlib/math/base/special/log2f`][@stdlib/math/base/special/log2f] and [`@stdlib/math/base/special/log10f`][@stdlib/math/base/special/log10f].
+-   This function is a helper function for computing logarithms in base `e`. Argument reduction and adding the final term of the polynomial must be done by the caller for increased accuracy when different bases are used.
 
 </section>
 
@@ -66,16 +66,17 @@ v = kernelLog1pf( NaN );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var linspace = require( '@stdlib/array/base/linspace' );
+var uniform = require( '@stdlib/random/array/uniform' );
+var logEachMap = require( '@stdlib/console/log-each-map' );
 var sqrtf = require( '@stdlib/math/base/special/sqrtf' );
 var kernelLog1pf = require( '@stdlib/math/base/special/kernel-log1pf' );
 
-var x = linspace( sqrtf( 2.0 ) / 2.0, sqrtf( 2.0 ), 100 );
+var opts = {
+    'dtype': 'float32'
+};
+var x = uniform( 100, sqrtf( 2.0 ) / 2.0, sqrtf( 2.0 ), opts );
 
-var i;
-for ( i = 0; i < x.length; i++ ) {
-    console.log( 'kernelLog1pf(%d) = %d', x[ i ], kernelLog1pf( x[ i ] ) );
-}
+logEachMap( 'kernelLog1pf(%0.4f) = %0.4f', x, kernelLog1pf );
 ```
 
 </section>
@@ -110,7 +111,7 @@ for ( i = 0; i < x.length; i++ ) {
 
 #### stdlib_base_kernel_log1pf( f )
 
-Computes `logf(1+f) - f` for `1+f` in `~[sqrtf(2)/2, sqrtf(2)]`.
+Evaluates a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 
 ```c
 float out = stdlib_base_kernel_log1pf( 1.0f );
@@ -154,7 +155,7 @@ int main( void ) {
     int i;
     for ( i = 0; i < 10; i++ ) {
         out = stdlib_base_kernel_log1pf( x[ i ] );
-        printf ( "x[ i ]: %f, out: %f\n", x[ i ], out );
+        printf ( "kernelLog1pf(%f) = %f\n", x[ i ], out );
     }
 }
 ```
@@ -179,10 +180,6 @@ int main( void ) {
 
 <section class="links">
 
-[@stdlib/math/base/special/log2f]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/math/base/special/log2f
-
-[@stdlib/math/base/special/log10f]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/math/base/special/log10f
-
 <!-- <related-links> -->
 
 <!-- </related-links> -->

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/docs/repl.txt

@@ -1,7 +1,7 @@
 
 {{alias}}( f )
-    Computes `log(1+f) - f` for `1+f` in `~[sqrt(2)/2, sqrt(2)]` as a
-    single-precision floating-point number.
+    Evaluates a correction term for single-precision base-2 and base-10
+    logarithms when `1 + f` is in `[√2/2, √2]`.
 
     This function provides a common means for computing logarithms in base e.
     Argument reduction and adding the final term of the polynomial must be done

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/docs/types/index.d.ts

@@ -19,7 +19,7 @@
 // TypeScript Version: 4.1
 
 /**
-* Computes `log(1+f) - f` for `1+f` in `~[sqrtf(2)/2, sqrtf(2)]` as a single-precision floating-point number.
+* Evaluates a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 *
 * ## Notes
 *

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/include/stdlib/math/base/special/kernel_log1pf.h

@@ -29,7 +29,7 @@ extern "C" {
 #endif
 
 /**
-* Computes `log(1+f) - f` for `1+f` in `~[sqrt(2)/2, sqrt(2)]` as a single-precision floating-point number.
+* Evaluates a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 */
 float stdlib_base_kernel_log1pf( const float f );
 

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/lib/index.js

@@ -19,7 +19,7 @@
 'use strict';
 
 /**
-* Compute `log(1+f) - f` for `1+f` in `~[sqrt(2)/2, sqrt(2)]` as a single-precision floating-point number.
+* Evaluate a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 *
 * @module @stdlib/math/base/special/kernel-log1pf
 *

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/lib/main.js

@@ -48,7 +48,7 @@ var TWO = f32( 2.0 );
 // MAIN //
 
 /**
-* Computes `log(1+f) - f` for `1+f` in `~[sqrt(2)/2, sqrt(2)]` as a single-precision floating-point number.
+* Evaluates a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 *
 * ## Method
 *

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/lib/native.js

@@ -26,7 +26,7 @@ var addon = require( './../src/addon.node' );
 // MAIN //
 
 /**
-* Computes `log(1+f) - f` for `1+f` in `~[sqrt(2)/2, sqrt(2)]` as a single-precision floating-point number.
+* Evaluates a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 *
 * @private
 * @param {number} f - input value

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@stdlib/math/base/special/kernel-log1pf",
   "version": "0.0.0",
-  "description": "Compute logf(1+f) - f for 1+f in ~[sqrtf(2)/2, sqrtf(2)].",
+  "description": "Evaluate a correction term for single-precision base-2 and base-10 logarithms when 1+f is in [√2/2, √2].",
   "license": "Apache-2.0",
   "author": {
     "name": "The Stdlib Authors",

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/src/main.c

@@ -78,7 +78,7 @@ static float polyval_q( const float x ) {
 /* End auto-generated functions. */
 
 /**
-* Computes `log(1+f) - f` for `1+f` in `~[sqrt(2)/2, sqrt(2)]` as a single-precision floating-point number.
+* Evaluates a correction term for single-precision base-2 and base-10 logarithms when `1 + f` is in `[√2/2, √2]`.
 *
 * ## Method
 *

lib/node_modules/@stdlib/math/base/special/kernel-log1pf/test/test.js

@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2025 The Stdlib Authors.
+* 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.
@@ -22,9 +22,8 @@
 
 var tape = require( 'tape' );
 var isnanf = require( '@stdlib/math/base/assert/is-nanf' );
-var absf = require( '@stdlib/math/base/special/absf' );
-var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
-var EPS = require( '@stdlib/constants/float32/eps' );
+var isAlmostEqualf = require( '@stdlib/number/float32/base/assert/is-almost-equal' );
+var f32 = require( '@stdlib/number/float64/base/to-float32' );
 var kernelLog1pf = require( './../lib' );
 
 
@@ -38,42 +37,28 @@ tape( 'main export is a function', function test( t ) {
 
 tape( 'the function returns `NaN` if provided `NaN`', function test( t ) {
 	var v = kernelLog1pf( NaN );
-	t.equal( isnanf( v ), true, 'returns expected value' );
+	t.strictEqual( isnanf( v ), true, 'returns expected value' );
 	t.end();
 });
 
-tape( 'the function correctly computes `logf(1+f) - f` for `1+f` satisfying `sqrtf( 2 ) / 2 < 1+f < sqrtf( 2 )`', function test( t ) {
+tape( 'the function accurately evaluates the correction term for `1 + f` in the interval `[√2/2, √2]`', function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var x;
 	var y;
 	var i;
 	var e;
 
 	x = [
-		1.4142135
+		f32( 1.4142135623730951 )
 	];
 	expected = [
-		0.46716002
+		f32( 0.46716000147788844 )
 	];
 
 	for ( i = 0; i < x.length; i++ ) {
 		y = kernelLog1pf( x[ i ] );
-		e = float64ToFloat32( expected[ i ] );
-		if ( y === e ) {
-			t.equal( y, e, 'x: '+x[ i ]+'. E: '+e );
-		} else {
-			delta = absf( y - e );
-			tol = 130.0 * EPS * absf( e );
-			t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. y: '+y+'. E: '+e+'. tol: '+tol+'. Δ: '+delta+'.' );
-		}
+		e = expected[ i ];
+		t.strictEqual( isAlmostEqualf( y, e, 241 ), true, 'returns expected value within 241 ulp' );
 	}
 	t.end();
 });
-
-tape( 'the function returns `0` if provided `0`', function test( t ) {
-	var v = kernelLog1pf( 0.0 );
-	t.equal( v, 0.0, 'returns expected value' );
-	t.end();
-});