diff --git a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/README.md b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/README.md
index a8f9551b9d57..3df4eb351194 100644
--- a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/README.md
+++ b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/README.md
@@ -181,7 +181,7 @@ stdlib_strided_dfill_equal( 8, 0.0, 5.0, x, 1 );
 The function accepts the following arguments:
 
 -   **N**: `[in] CBLAS_INT` number of indexed elements.
--   **searchElement**: `[in] double` search Element.
+-   **searchElement**: `[in] double` search element.
 -   **alpha**: `[in] double` scalar constant.
 -   **X**: `[inout] double*` input array.
 -   **strideX**: `[in] CBLAS_INT` stride length.
@@ -207,7 +207,7 @@ stdlib_strided_dfill_equal_ndarray( 8, 0.0, 5.0, x, 1, 0 );
 The function accepts the following arguments:
 
 -   **N**: `[in] CBLAS_INT` number of indexed elements.
--   **searchElement**: `[in] double` search Element.
+-   **searchElement**: `[in] double` search element.
 -   **alpha**: `[in] double` scalar constant.
 -   **X**: `[inout] double*` input array.
 -   **strideX**: `[in] CBLAS_INT` stride length.
diff --git a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.js b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.js
index e6bcd6f9f322..bd84b9a7716a 100644
--- a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.js
+++ b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.js
@@ -30,7 +30,7 @@ var ndarray = require( './ndarray.js' );
 * Replaces double-precision floating-point strided array elements equal to a provided search element with a specified scalar constant.
 *
 * @param {PositiveInteger} N - number of indexed elements
-* @param {number} searchElement - scalar constant
+* @param {number} searchElement - search element
 * @param {number} alpha - scalar constant
 * @param {Float64Array} x - input array
 * @param {integer} strideX - stride length
diff --git a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.native.js b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.native.js
index 106d12210f48..88ba9c690617 100644
--- a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.native.js
+++ b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/dfill_equal.native.js
@@ -29,7 +29,7 @@ var addon = require( './../src/addon.node' );
 * Replaces double-precision floating-point strided array elements equal to a provided search element with a specified scalar constant.
 *
 * @param {PositiveInteger} N - number of indexed elements
-* @param {number} searchElement - scalar constant
+* @param {number} searchElement - search element
 * @param {number} alpha - scalar constant
 * @param {Float64Array} x - input array
 * @param {integer} strideX - stride length
diff --git a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.js b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.js
index b4b5f6a1d81c..25a25e9f5f6e 100644
--- a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.js
+++ b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.js
@@ -24,7 +24,7 @@
 * Replaces double-precision floating-point strided array elements equal to a provided search element with a specified scalar constant using alternative indexing semantics.
 *
 * @param {PositiveInteger} N - number of indexed elements
-* @param {number} searchElement - scalar constant
+* @param {number} searchElement - search element
 * @param {number} alpha - scalar constant
 * @param {Float64Array} x - input array
 * @param {integer} strideX - stride length
diff --git a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.native.js b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.native.js
index e96a24a8bd79..3feaed5b57c4 100644
--- a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.native.js
+++ b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/lib/ndarray.native.js
@@ -29,7 +29,7 @@ var addon = require( './../src/addon.node' );
 * Replaces double-precision floating-point strided array elements equal to a provided search element with a specified scalar constant using alternative indexing semantics.
 *
 * @param {PositiveInteger} N - number of indexed elements
-* @param {number} searchElement - scalar constant
+* @param {number} searchElement - search element
 * @param {number} alpha - scalar constant
 * @param {Float64Array} x - input array
 * @param {integer} strideX - stride length
diff --git a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/src/main.c b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/src/main.c
index 2146a02660f6..4da679d84f04 100644
--- a/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/src/main.c
+++ b/lib/node_modules/@stdlib/blas/ext/base/dfill-equal/src/main.c
@@ -24,7 +24,7 @@
 * Replaces double-precision floating-point strided array elements equal to a provided search element with a specified scalar constant.
 *
 * @param N                number of indexed elements
-* @param searchElement    search Element
+* @param searchElement    search element
 * @param alpha            scalar constant
 * @param X                input array
 * @param strideX          stride length
@@ -38,7 +38,7 @@ void API_SUFFIX(stdlib_strided_dfill_equal)( const CBLAS_INT N, const double sea
 * Replaces double-precision floating-point strided array elements equal to a provided search element with a specified scalar constant using alternative indexing semantics.
 *
 * @param N                number of indexed elements
-* @param searchElement    search Element
+* @param searchElement    search element
 * @param alpha            scalar constant
 * @param X                input array
 * @param strideX          stride length
diff --git a/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/lib/enum.js b/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/lib/enum.js
index eb2a512e84ea..c1171c01f482 100644
--- a/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/lib/enum.js
+++ b/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/lib/enum.js
@@ -35,7 +35,7 @@
 * // returns <Object>
 */
 function enumerated() {
-	// NOTE: the following should match the C `loss functions.h` enumeration!!!!
+	// NOTE: the following should match the C `loss_functions.h` enumeration!!!!
 	return {
 		// Penalty is the absolute value of the error whenever the absolute error exceeds epsilon and zero otherwise:
 		'epsilon-insensitive': 0,
diff --git a/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/test/test.js b/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/test/test.js
index 4ba0759ba1e2..e8572666efbc 100644
--- a/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/test/test.js
+++ b/lib/node_modules/@stdlib/ml/base/sgd-classification/loss-functions/test/test.js
@@ -80,7 +80,7 @@ tape( 'attached to the main function is an `enum` method to return an object map
 	];
 	for ( i = 0; i < o.length; i++ ) {
 		t.strictEqual( hasOwnProp( obj, o[ i ] ), true, 'has property `' + o[ i ] + '`' );
-		t.strictEqual( isNonNegativeInteger( obj[ o[i] ] ), true, 'returns expected value' );
+		t.strictEqual( isNonNegativeInteger( obj[ o[ i ] ] ), true, 'returns expected value' );
 	}
 
 	t.end();