feat: add blas/ext/base/ndarray/gwxmy

lib/node_modules/@stdlib/blas/ext/base/ndarray/gwxmy/README.md

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+<!--
+
+@license Apache-2.0
+
+Copyright (c) 2026 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.
+You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+
+-->
+
+# gwxmy
+
+> Multiply elements of a one-dimensional ndarray by the corresponding elements of a second one-dimensional ndarray and assign the results to elements in a third one-dimensional ndarray.
+
+<section class="intro">
+
+This BLAS extension implements the operation
+
+<!-- <equation class="equation" label="eq:wxmy" align="center" raw="\mathbf{w} = \mathbf{x} \odot \mathbf{y}" alt="Equation for wxmy operation."> -->
+
+```math
+\mathbf{w} = \mathbf{x} \odot \mathbf{y}
+```
+
+<!-- </equation> -->
+
+where `⊙` denotes the [Hadamard product][hadamard-product].
+
+</section>
+
+<!-- /.intro -->
+
+<section class="usage">
+
+## Usage
+
+```javascript
+var gwxmy = require( '@stdlib/blas/ext/base/ndarray/gwxmy' );
+```
+
+#### gwxmy( arrays )
+
+Multiplies elements of a one-dimensional ndarray by the corresponding elements of a second one-dimensional ndarray and assigns the results to elements in a third one-dimensional ndarray.
+
+```javascript
+var vector = require( '@stdlib/ndarray/vector/ctor' );
+
+var x = vector( [ 1.0, 2.0, 3.0, 4.0, 5.0 ], 'generic' );
+var y = vector( [ 2.0, 3.0, 4.0, 5.0, 6.0 ], 'generic' );
+var w = vector( [ 0.0, 0.0, 0.0, 0.0, 0.0 ], 'generic' );
+
+gwxmy( [ x, y, w ] );
+// w => <ndarray>[ 2.0, 6.0, 12.0, 20.0, 30.0 ]
+```
+
+The function has the following parameters:
+
+-   **arrays**: array-like object containing the following ndarrays:
+
+    -   first one-dimensional input ndarray.
+    -   second one-dimensional input ndarray.
+    -   a one-dimensional output ndarray.
+
+</section>
+
+<!-- /.usage -->
+
+<section class="notes">
+
+</section>
+
+<!-- /.notes -->
+
+<section class="examples">
+
+## Examples
+
+<!-- eslint no-undef: "error" -->
+
+```javascript
+var discreteUniform = require( '@stdlib/random/discrete-uniform' );
+var ndarray2array = require( '@stdlib/ndarray/to-array' );
+var gwxmy = require( '@stdlib/blas/ext/base/ndarray/gwxmy' );
+
+var opts = {
+    'dtype': 'generic'
+};
+
+var x = discreteUniform( [ 10 ], -100, 100, opts );
+console.log( ndarray2array( x ) );
+
+var y = discreteUniform( [ 10 ], -100, 100, opts );
+console.log( ndarray2array( y ) );
+
+var w = discreteUniform( [ 10 ], -100, 100, opts );
+
+gwxmy( [ x, y, w ] );
+console.log( ndarray2array( w ) );
+```
+
+</section>
+
+<!-- /.examples -->
+
+<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
+
+<section class="related">
+
+</section>
+
+<!-- /.related -->
+
+<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
+
+<section class="links">
+
+[hadamard-product]: https://en.wikipedia.org/wiki/Hadamard_product_(matrices)
+
+</section>
+
+<!-- /.links -->

lib/node_modules/@stdlib/blas/ext/base/ndarray/gwxmy/benchmark/benchmark.js

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+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2026 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.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var bench = require( '@stdlib/bench' );
+var uniform = require( '@stdlib/random/uniform' );
+var pow = require( '@stdlib/math/base/special/pow' );
+var format = require( '@stdlib/string/format' );
+var pkg = require( './../package.json' ).name;
+var gwxmy = require( './../lib' );
+
+
+// VARIABLES //
+
+var options = {
+	'dtype': 'generic'
+};
+
+
+// FUNCTIONS //
+
+/**
+* Creates a benchmark function.
+*
+* @private
+* @param {PositiveInteger} len - ndarray length
+* @returns {Function} benchmark function
+*/
+function createBenchmark( len ) {
+	var x = uniform( [ len ], -100.0, 100.0, options );
+	var y = uniform( [ len ], -100.0, 100.0, options );
+	var w = uniform( [ len ], -100.0, 100.0, options );
+	return benchmark;
+
+	/**
+	* Benchmark function.
+	*
+	* @private
+	* @param {Benchmark} b - benchmark instance
+	*/
+	function benchmark( b ) {
+		var out;
+		var i;
+
+		b.tic();
+		for ( i = 0; i < b.iterations; i++ ) {
+			out = gwxmy( [ x, y, w ] );
+			if ( typeof out !== 'object' ) {
+				b.fail( 'should return an ndarray' );
+			}
+		}
+		b.toc();
+		if ( typeof out !== 'object' ) {
+			b.fail( 'should return an ndarray' );
+		}
+		b.pass( 'benchmark finished' );
+		b.end();
+	}
+}
+
+
+// MAIN //
+
+/**
+* Main execution sequence.
+*
+* @private
+*/
+function main() {
+	var len;
+	var min;
+	var max;
+	var f;
+	var i;
+
+	min = 1; // 10^min
+	max = 6; // 10^max
+
+	for ( i = min; i <= max; i++ ) {
+		len = pow( 10, i );
+		f = createBenchmark( len );
+		bench( format( '%s:len=%d', pkg, len ), f );
+	}
+}
+
+main();

lib/node_modules/@stdlib/blas/ext/base/ndarray/gwxmy/docs/repl.txt

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+
+{{alias}}( arrays )
+    Multiplies elements of a one-dimensional ndarray by the corresponding
+    elements of a second one-dimensional ndarray and assigns the results to
+    elements in a third one-dimensional ndarray.
+
+    Parameters
+    ----------
+    arrays: ArrayLikeObject<ndarray>
+        Array-like object containing the following ndarrays:
+
+        - first one-dimensional input ndarray.
+        - second one-dimensional input ndarray.
+        - a one-dimensional output ndarray.
+
+    Returns
+    -------
+    out: ndarray
+        Output ndarray.
+
+    Examples
+    --------
+    > var xbuf = [ 1.0, 2.0, 3.0, 4.0 ];
+    > var x = {{alias:@stdlib/ndarray/vector/ctor}}( xbuf, 'generic' );
+    > var ybuf = [ 2.0, 3.0, 4.0, 5.0 ];
+    > var y = {{alias:@stdlib/ndarray/vector/ctor}}( ybuf, 'generic' );
+    > var wbuf = [ 0.0, 0.0, 0.0, 0.0 ];
+    > var w = {{alias:@stdlib/ndarray/vector/ctor}}( wbuf, 'generic' );
+    > {{alias}}( [ x, y, w ] )
+    <ndarray>[ 2.0, 6.0, 12.0, 20.0 ]
+
+    See Also
+    --------

lib/node_modules/@stdlib/blas/ext/base/ndarray/gwxmy/docs/types/index.d.ts

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+/*
+* @license Apache-2.0
+*
+* Copyright (c) 2026 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.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+// TypeScript Version: 4.1
+
+/// <reference types="@stdlib/types"/>
+
+import { typedndarray } from '@stdlib/types/ndarray';
+
+/**
+* Multiplies elements of a one-dimensional ndarray by the corresponding elements of a second one-dimensional ndarray and assigns the results to elements in a third one-dimensional ndarray.
+*
+* ## Notes
+*
+* -   The function expects the following ndarrays:
+*
+*     -   first one-dimensional input ndarray.
+*     -   second one-dimensional input ndarray.
+*     -   a one-dimensional output ndarray.
+*
+* @param arrays - array-like object containing ndarrays
+* @returns output ndarray
+*
+* @example
+* var vector = require( '@stdlib/ndarray/vector/ctor' );
+*
+* var x = vector( [ 1.0, 2.0, 3.0, 4.0, 5.0 ], 'generic' );
+* var y = vector( [ 2.0, 3.0, 4.0, 5.0, 6.0 ], 'generic' );
+* var w = vector( [ 0.0, 0.0, 0.0, 0.0, 0.0 ], 'generic' );
+*
+* var out = gwxmy( [ x, y, w ] );
+* // returns <ndarray>[ 2.0, 6.0, 12.0, 20.0, 30.0 ]
+*/
+declare function gwxmy<T extends typedndarray<number> = typedndarray<number>>( arrays: [ typedndarray<number>, typedndarray<number>, T ] ): T;
+
+
+// EXPORTS //
+
+export = gwxmy;

lib/node_modules/@stdlib/blas/ext/base/ndarray/gwxmy/docs/types/test.ts

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+/*
+* @license Apache-2.0
+*
+* Copyright (c) 2026 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.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+/* eslint-disable space-in-parens */
+
+import zeros = require( '@stdlib/ndarray/zeros' );
+import gwxmy = require( './index' );
+
+
+// TESTS //
+
+// The function returns an ndarray...
+{
+	const x = zeros( [ 10 ], {
+		'dtype': 'generic'
+	});
+	const y = zeros( [ 10 ], {
+		'dtype': 'generic'
+	});
+	const w = zeros( [ 10 ], {
+		'dtype': 'generic'
+	});
+
+	gwxmy( [ x, y, w ] ); // $ExpectType genericndarray<number>
+}
+
+// The compiler throws an error if the function is provided a first argument which is not an array of ndarrays...
+{
+	gwxmy( '10' ); // $ExpectError
+	gwxmy( 5 ); // $ExpectError
+	gwxmy( true ); // $ExpectError
+	gwxmy( false ); // $ExpectError
+	gwxmy( null ); // $ExpectError
+	gwxmy( undefined ); // $ExpectError
+	gwxmy( [] ); // $ExpectError
+	gwxmy( {} ); // $ExpectError
+	gwxmy( ( x: number ): number => x ); // $ExpectError
+}
+
+// The compiler throws an error if the function is provided an unsupported number of arguments...
+{
+	const x = zeros( [ 10 ], {
+		'dtype': 'generic'
+	});
+	const y = zeros( [ 10 ], {
+		'dtype': 'generic'
+	});
+	const w = zeros( [ 10 ], {
+		'dtype': 'generic'
+	});
+
+	gwxmy(); // $ExpectError
+	gwxmy( [ x, y, w ], {} ); // $ExpectError
+}