Apply suggestions from code review

Signed-off-by: Gunj Joshi <[email protected]>

Author: gunjjoshi

lib/node_modules/@stdlib/math/base/special/logitf/README.md

@@ -20,7 +20,7 @@ limitations under the License.
 
 # logitf
 
-> Compute the [logit][logit] function for single precision-floating point number.
+> Compute the [logit][logit] function for a single-precision floating-point number.
 
 <section class="intro">
 
@@ -55,7 +55,7 @@ var logitf = require( '@stdlib/math/base/special/logitf' );
 
 #### logitf( p )
 
-Computes the [logit][logit] function for single precision-floating point number.
+Computes the [logit][logit] function for a single-precision floating-point number.
 
 ```javascript
 var v = logitf( 0.2 );
@@ -93,11 +93,11 @@ var len = 100;
 var opts = {
     'dtype': 'float32'
 };
-var p = uniform( len, 0, 1, opts );
+var p = uniform( len, 0.0, 1.0, opts );
 var i;
 
 for ( i = 0; i < 100; i++ ) {
-    console.log( 'logitf(%f) = %f', p[ i ], logitf( p[ i ] ) );
+    console.log( 'logitf(%d) = %d', p[ i ], logitf( p[ i ] ) );
 }
 ```
 
@@ -133,14 +133,14 @@ for ( i = 0; i < 100; i++ ) {
 
 #### stdlib_base_logitf( p )
 
-Computes the [logit][logit] function for single precision-floating point number.
+Computes the [logit][logit] function for a single-precision floating-point number.
 
 ```c
-float out = stdlib_base_logitf( 0.2 );
-// returns ~-1.386
+float out = stdlib_base_logitf( 0.2f );
+// returns ~-1.386f
 
-out = stdlib_base_logitf( 0.9 );
-// returns ~2.197
+out = stdlib_base_logitf( 0.9f );
+// returns ~2.197f
 ```
 
 The function accepts the following arguments:
@@ -180,7 +180,7 @@ int main( void ) {
     int i;
 
     for ( i = 0; i < 100; i++ ) {
-        x = ( float )rand() / ( float )RAND_MAX;
+        x = (float)rand() / (float)RAND_MAX;
         v = stdlib_base_logitf( x );
         printf( "logitf(%f) = %f\n", x, v );
     }

lib/node_modules/@stdlib/math/base/special/logitf/benchmark/benchmark.js

@@ -41,7 +41,7 @@ bench( pkg, function benchmark( b ) {
 	};
 
 	len = 100;
-	x = uniform( len, 0, 1, opts );
+	x = uniform( len, 0.0, 1.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {

lib/node_modules/@stdlib/math/base/special/logitf/benchmark/benchmark.native.js

@@ -50,7 +50,7 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	};
 
 	len = 100;
-	x = uniform( len, 0, 1, opts );
+	x = uniform( len, 0.0, 1.0, opts );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {

lib/node_modules/@stdlib/math/base/special/logitf/benchmark/c/benchmark.c

@@ -22,7 +22,7 @@
 #include <time.h>
 #include <sys/time.h>
 
-#define NAME "logit"
+#define NAME "logitf"
 #define ITERATIONS 1000000
 #define REPEATS 3
 
@@ -78,13 +78,13 @@ static double tic( void ) {
 *
 * @return random number
 */
-static double rand_double( void ) {
+static float rand_float( void ) {
 	int r = rand();
-	return (double)r / ( (double)RAND_MAX + 1.0 );
+	return (float)r / ( (float)RAND_MAX + 1.0f );
 }
 
 /**
-* Evaluates the logit function.
+* Computes the logit function for a single-precision floating-point number.
 *
 * @param x   input value
 * @return result

lib/node_modules/@stdlib/math/base/special/logitf/benchmark/c/native/benchmark.c

@@ -92,8 +92,8 @@ static float rand_float( void ) {
 static double benchmark( void ) {
 	double elapsed;
 	float x[ 100 ];
-	float y;
 	double t;
+	float y;
 	int i;
 
 	for ( i = 0; i < 100; i++ ) {

lib/node_modules/@stdlib/math/base/special/logitf/docs/repl.txt

@@ -1,6 +1,6 @@
 
 {{alias}}( p )
-    Evaluates the logit function for single precision-floating point number.
+    Evaluates the logit function for a single-precision floating-point number.
 
     Let `p` be the probability of some event. The logit function is defined as
     the logarithm of the odds `p / (1-p)`.

lib/node_modules/@stdlib/math/base/special/logitf/examples/index.js

@@ -25,9 +25,9 @@ var len = 100;
 var opts = {
 	'dtype': 'float32'
 };
-var p = uniform( len, 0, 1, opts );
+var p = uniform( len, 0.0, 1.0, opts );
 var i;
 
 for ( i = 0; i < 100; i++ ) {
-	console.log( 'logitf(%f) = %f', p[ i ], logitf( p[ i ] ) );
+	console.log( 'logitf(%d) = %d', p[ i ], logitf( p[ i ] ) );
 }

lib/node_modules/@stdlib/math/base/special/logitf/include/stdlib/math/base/special/logitf.h

@@ -27,7 +27,7 @@ extern "C" {
 #endif
 
 /**
-* Evaluates the logit function for single precision-floating point number.
+* Evaluates the logit function for a single-precision floating-point number.
 */
 float stdlib_base_logitf( const float p );
 

lib/node_modules/@stdlib/math/base/special/logitf/lib/index.js

@@ -19,7 +19,7 @@
 'use strict';
 
 /**
-* Evaluate the logit function for single precision-floating point number.
+* Evaluate the logit function for single-precision floating-point number.
 *
 * @module @stdlib/math/base/special/logitf
 *

lib/node_modules/@stdlib/math/base/special/logitf/lib/main.js

@@ -30,7 +30,7 @@ var NINF = require( '@stdlib/constants/float32/ninf' );
 // MAIN //
 
 /**
-* Evaluates the logit function for single precision-floating point number.
+* Evaluates the logit function for a single-precision floating-point number.
 *
 * @param {Probability} p - input value
 * @returns {number} function value