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docs: update list of contributors
RiyaChy072 Nov 17, 2024
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Merge remote-tracking branch 'upstream/develop' into quinary-5D
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157 changes: 157 additions & 0 deletions lib/node_modules/@stdlib/array/base/broadcasted-quinary5D/README.md
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<!--

@license Apache-2.0

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.
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.

-->

# bquinary5d

> Apply a quinary callback to elements in five [broadcasted][@stdlib/array/base/broadcast-array] nested input arrays and assign results to elements in a five-dimensional nested output array.

<section class="intro">

</section>

<!-- /.intro -->

<section class="usage">

## Usage

```javascript
var bquinary5d = require( '@stdlib/array/base/broadcasted-quinary5d' );
```

#### bquinary5d( arrays, shapes, fcn )

Applies a quinary callback to elements in five [broadcasted][@stdlib/array/base/broadcast-array] nested input arrays and assigns results to elements in a five-dimensional nested output array.

```javascript
var zeros5d = require( '@stdlib/array/base/zeros5d' );
var add = require( '@stdlib/math/base/add5' );

var x = [ [ 1.0, 2.0 ] ];
var y = [ [ 3.0 ] , [ 4.0 ] ];
var z = [ [ 5.0 ] ];
var w = [ [ 2.0 ] ];
var v = [ [ 1.0 ] ];
var out = zeros5d( [ 2, 2, 2, 2, 2 ] );

var shapes = [
[ 1, 2 ],
[ 2, 1 ],
[ 1, 1 ],
[ 1, 1 ],
[ 1, 1 ],
[ 2, 2, 2, 2, 2 ]
];

bquinary5d( [ x, y, z, w, v, out ], shapes, add );
// out => [ [ [ [ [ 12.0, 13.0 ] , [ 13.0, 14.0 ] ] , [ [ 12.0, 13.0 ] , [ 13.0, 14.0 ] ] ] ] ]

```

The function accepts the following arguments:

- **arrays**: array-like object containing five input nested arrays and one output nested array.
- **shapes**: array shapes.
- **fcn**: quinary function to apply.

</section>

<!-- /.usage -->

<section class="notes">

## Notes

- The input and output array shapes must be broadcast [compatible][@stdlib/ndarray/base/broadcast-shapes].

</section>

<!-- /.notes -->

<section class="examples">

## Examples

<!-- eslint no-undef: "error" -->

```javascript
var discreteUniform = require( '@stdlib/random/base/discrete-uniform' ).factory;
var filled5dBy = require( '@stdlib/array/base/filled5d-by' );
var zeros5d = require( '@stdlib/array/base/zeros5d' );
var bquinary5d = require( '@stdlib/array/base/broadcasted-quinary5d' );

function add( x, y, z, w, v ) {
return x + y + z + w + v;
}

var shapes = [
[ 1, 1, 1, 1, 3 ],
[ 1, 1, 1, 3, 1 ],
[ 1, 1, 1, 1, 1 ],
[ 1, 1, 1, 3, 3 ],
[ 1, 1, 1, 1, 3 ],
[ 1, 1, 1, 3, 3 ]
];

var x = filled5dBy( shapes[ 0 ], discreteUniform( -100, 100 ) );
console.log( x );

var y = filled5dBy( shapes[ 1 ], discreteUniform( -100, 100 ) );
console.log( y );

var z = filled5dBy( shapes[ 2 ], discreteUniform( -100, 100 ) );
console.log( z );

var w = filled5dBy( shapes[ 3 ], discreteUniform( -100, 100 ) );
console.log( w );

var v = filled5dBy( shapes[ 4 ], discreteUniform( -100, 100 ) );
console.log( v );

var out = zeros5d( shapes[ 5 ] );
console.log( out );

bquinary5d( [ x, y, z, w, v, out ], shapes, add );
console.log( out );
```

</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">

[@stdlib/array/base/broadcast-array]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/base/broadcast-array

[@stdlib/ndarray/base/broadcast-shapes]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/ndarray/base/broadcast-shapes

</section>

<!-- /.links -->
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/**
* @license Apache-2.0
*
* 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.
* 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/base/uniform' ).factory;
var isnan = require( '@stdlib/math/base/assert/is-nan' );
var pow = require( '@stdlib/math/base/special/pow' );
var floor = require( '@stdlib/math/base/special/floor' );
var add = require( '@stdlib/math/base/ops/add5' );
var filled5dBy = require( '@stdlib/array/base/filled2d-by' );
var zeros5d = require( '@stdlib/array/base/zeros2d' );
var numel = require( '@stdlib/ndarray/base/numel' );
var pkg = require( './../package.json' ).name;
var bquinary5d = require( './../lib' );


// FUNCTIONS //

/**
* Creates a benchmark function.
*
* @private
* @param {PositiveIntegerArray} shape - output array shape
* @returns {Function} benchmark function
*/
function createBenchmark( shape ) {
var arrays;
var shapes;
var out;
var x;
var y;
var z;
var w;
var v;

shapes = [
[ 1, shape[ 1 ], shape[ 2 ], shape[ 3 ], shape[ 4 ] ],
[ shape[ 0 ], 1, shape[ 2 ], shape[ 3 ], shape[ 4 ] ],
[ shape[ 0 ], shape[ 1 ], 1, shape[ 3 ], shape[ 4 ] ],
[ shape[ 0 ], shape[ 1 ], shape[ 2 ], 1, shape[ 4 ] ],
[ shape[ 0 ], shape[ 1 ], shape[ 2 ], shape[ 3 ], 1 ],
shape
];
x = filled5dBy( shapes[ 0 ], uniform( -100.0, 100.0 ) );
y = filled5dBy( shapes[ 1 ], uniform( -100.0, 100.0 ) );
z = filled5dBy( shapes[ 2 ], uniform( -100.0, 100.0 ) );
w = filled5dBy( shapes[ 3 ], uniform( -100.0, 100.0 ) );
v = filled5dBy( shapes[ 4 ], uniform( -100.0, 100.0 ) );
out = zeros5d( shapes[ 5 ] );

arrays = [ x, y, z, w, v, out ];

return benchmark;

/**
* Benchmark function.
*
* @private
* @param {Benchmark} b - benchmark instance
*/
function benchmark( b ) {
var i0;
var i1;
var i2;
var i3;
var i4;
var i;

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
bquinary5d( arrays, shapes, add );
i4 = i % shapes[ 5 ][ 4 ];
i3 = i % shapes[ 5 ][ 3 ];
i2 = i % shapes[ 5 ][ 2 ];
i1 = i % shapes[ 5 ][ 1 ];
i0 = i % shapes[ 5 ][ 0 ];
if ( isnan( arrays[ 5 ][ i0 ][ i1 ][ i2 ][ i3 ][ i4 ] ) ) {
b.fail( 'should not return NaN' );
}
}
b.toc();

i4 = i % shapes[ 5 ][ 4 ];
i3 = i % shapes[ 5 ][ 3 ];
i2 = i % shapes[ 5 ][ 2 ];
i1 = i % shapes[ 5 ][ 1 ];
i0 = i % shapes[ 5 ][ 0 ];
if ( isnan( arrays[ 5 ][ i0 ][ i1 ][ i2 ][ i3 ][ i4 ] ) ) {
b.fail( 'should not return NaN' );
}
b.pass( 'benchmark finished' );
b.end();
}
}


// MAIN //

/**
* Main execution sequence.
*
* @private
*/
function main() {
var min;
var max;
var sh;
var N;
var f;
var i;

min = 1; // 10^min
max = 6; // 10^max

for ( i = min; i <= max; i++ ) {
N = floor( pow( pow( 10, i ), 1.0/5.0 ) );
sh = [ N, N, N, N, N ];
f = createBenchmark( sh );
bench( pkg+'::five_dimentional_array:size='+numel( sh ), f );
}
}

main();
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{{alias}}( arrays, shapes, fcn )
Applies a quinary callback to elements in five broadcasted input arrays
and assigns results to elements in a five-dimensional nested output array.

Parameters
----------
arrays: ArrayLikeObject
Array-like object containing five input nested arrays and one output
nested array.

shapes: Array<Array<integer>>
Array shapes.

fcn: Function
Quinary callback.

Examples
--------
> function fcn( x, y, z, w, v ) { return x + y + z + w + v; };
> var x = [ 1.0, 2.0 ];
> var y = [ [ 3.0 ], [ 4.0 ] ];
> var z = [ [ 1.0 ] ];
> var w = [ 2.0 ];
> var v = [ 1.0 ];
> var out = [ [ [ [ [ 0.0, 0.0 ], [ 0.0, 0.0 ] ] ] ] ];
> var shapes = [ [ 2 ], [ 2, 1 ], [ 1, 1 ], [ 1 ], [ 1 ], [ 2, 2 ] ];
> {{alias}}( [ x, y, z, w, v, out ], shapes, fcn );
> out
[ [ [ [ [ 8.0, 9.0 ] ], [ [ 9.0, 10.0 ] ] ] ] ]

See Also
--------

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