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feat: add stats/strided/smskmidrange
Sachinn-64 6dcdd49
chore: update copyright years
stdlib-bot 9b11d33
Merge remote-tracking branch 'upstream/develop' into stats-strided-sm…
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style: remove backticks
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docs: fix grammar
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Update lib/node_modules/@stdlib/stats/strided/smskmidrange/src/addon.c
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lib/node_modules/@stdlib/stats/strided/smskmidrange/README.md
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| <!-- | ||
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| @license Apache-2.0 | ||
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| Copyright (c) 2026 The Stdlib Authors. | ||
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| 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 | ||
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| http://www.apache.org/licenses/LICENSE-2.0 | ||
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| 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. | ||
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| --> | ||
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| # smskmidrange | ||
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| > Calculate the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask. | ||
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| <section class="intro"> | ||
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| The [**mid-range**][mid-range], or **mid-extreme**, is the arithmetic mean of the maximum and minimum values in a data set. The measure is the midpoint of the range and a measure of central tendency. | ||
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| </section> | ||
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| <!-- /.intro --> | ||
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| <section class="usage"> | ||
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| ## Usage | ||
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| ```javascript | ||
| var smskmidrange = require( '@stdlib/stats/strided/smskmidrange' ); | ||
| ``` | ||
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| #### smskmidrange( N, x, strideX, mask, strideMask ) | ||
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| Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask. | ||
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| ```javascript | ||
| var Float32Array = require( '@stdlib/array/float32' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
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| var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); | ||
| var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); | ||
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| var v = smskmidrange( x.length, x, 1, mask, 1 ); | ||
| // returns 0.0 | ||
| ``` | ||
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| The function has the following parameters: | ||
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| - **N**: number of indexed elements. | ||
| - **x**: input [`Float32Array`][@stdlib/array/float32]. | ||
| - **strideX**: stride length for `x`. | ||
| - **mask**: mask [`Uint8Array`][@stdlib/array/uint8]. If a `mask` array element is `0`, the corresponding element in `x` is considered valid and **included** in computation. If a `mask` array element is `1`, the corresponding element in `x` is considered invalid/missing and **excluded** from computation. | ||
| - **strideMask**: stride length for `mask`. | ||
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| The `N` and stride parameters determine which elements in the strided arrays are accessed at runtime. For example, to compute the [mid-range][mid-range] of every other element in `x`, | ||
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| ```javascript | ||
| var Float32Array = require( '@stdlib/array/float32' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
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| var x = new Float32Array( [ 1.0, 2.0, -7.0, -2.0, 4.0, 3.0, 5.0, 6.0 ] ); | ||
| var mask = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 1, 1 ] ); | ||
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| var v = smskmidrange( 4, x, 2, mask, 2 ); | ||
| // returns -1.5 | ||
| ``` | ||
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| Note that indexing is relative to the first index. To introduce offsets, use [`typed array`][mdn-typed-array] views. | ||
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| <!-- eslint-disable stdlib/capitalized-comments --> | ||
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| ```javascript | ||
| var Float32Array = require( '@stdlib/array/float32' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
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| var x0 = new Float32Array( [ 2.0, 1.0, -2.0, -2.0, 3.0, 4.0, 5.0, 6.0 ] ); | ||
| var x1 = new Float32Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element | ||
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| var mask0 = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 1, 1 ] ); | ||
| var mask1 = new Uint8Array( mask0.buffer, mask0.BYTES_PER_ELEMENT*1 ); // start at 2nd element | ||
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| var v = smskmidrange( 4, x1, 2, mask1, 2 ); | ||
| // returns 1.0 | ||
| ``` | ||
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| #### smskmidrange.ndarray( N, x, strideX, offsetX, mask, strideMask, offsetMask ) | ||
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| Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a `mask` and using alternative indexing semantics. | ||
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| ```javascript | ||
| var Float32Array = require( '@stdlib/array/float32' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
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| var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); | ||
| var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); | ||
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| var v = smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, 0 ); | ||
| // returns 0.0 | ||
| ``` | ||
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| The function has the following additional parameters: | ||
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| - **offsetX**: starting index for `x`. | ||
| - **offsetMask**: starting index for `mask`. | ||
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| While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying buffer, the offset parameters support indexing semantics based on starting indices. For example, to calculate the [mid-range][mid-range] for every other element in `x` starting from the second element | ||
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| ```javascript | ||
| var Float32Array = require( '@stdlib/array/float32' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
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| var x = new Float32Array( [ 2.0, 1.0, -2.0, -2.0, 3.0, 4.0, 5.0, 6.0 ] ); | ||
| var mask = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 1, 1 ] ); | ||
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| var v = smskmidrange.ndarray( 4, x, 2, 1, mask, 2, 1 ); | ||
| // returns 1.0 | ||
| ``` | ||
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| </section> | ||
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| <!-- /.usage --> | ||
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| <section class="notes"> | ||
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| ## Notes | ||
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| - If `N <= 0`, both functions return `NaN`. | ||
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| </section> | ||
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| <!-- /.notes --> | ||
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| <section class="examples"> | ||
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| ## Examples | ||
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| <!-- eslint no-undef: "error" --> | ||
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| ```javascript | ||
| var uniform = require( '@stdlib/random/array/uniform' ); | ||
| var bernoulli = require( '@stdlib/random/array/bernoulli' ); | ||
| var smskmidrange = require( '@stdlib/stats/strided/smskmidrange' ); | ||
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| var x = uniform( 10, -50.0, 50.0, { | ||
| 'dtype': 'float32' | ||
| }); | ||
| console.log( x ); | ||
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| var mask = bernoulli( x.length, 0.2, { | ||
| 'dtype': 'uint8' | ||
| }); | ||
| console.log( mask ); | ||
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| var v = smskmidrange( x.length, x, 1, mask, 1 ); | ||
| console.log( v ); | ||
| ``` | ||
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| </section> | ||
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| <!-- /.examples --> | ||
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| <!-- C interface documentation. --> | ||
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| * * * | ||
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| <section class="c"> | ||
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| ## C APIs | ||
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| <!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. --> | ||
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| <section class="intro"> | ||
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| </section> | ||
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| <!-- /.intro --> | ||
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| <!-- C usage documentation. --> | ||
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| <section class="usage"> | ||
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| ### Usage | ||
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| ```c | ||
| #include "stdlib/stats/strided/smskmidrange.h" | ||
| ``` | ||
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| #### stdlib_strided_smskmidrange( N, \*X, strideX, \*Mask, strideMask ) | ||
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| Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask. | ||
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| ```c | ||
| #include <stdint.h> | ||
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| const float x[] = { 1.0f, -2.0f, 2.0f }; | ||
| const uint8_t mask[] = { 0, 1, 0 }; | ||
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| float v = stdlib_strided_smskmidrange( 3, x, 1, mask, 1 ); | ||
| // returns 1.5f | ||
| ``` | ||
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| The function accepts the following arguments: | ||
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| - **N**: `[in] CBLAS_INT` number of indexed elements. | ||
| - **X**: `[in] float*` input array. | ||
| - **strideX**: `[in] CBLAS_INT` stride length for `X`. | ||
| - **Mask**: `[in] uint8_t*` mask array. If a `Mask` array element is `0`, the corresponding element in `X` is considered valid and included in computation. If a `Mask` array element is `1`, the corresponding element in `X` is considered invalid/missing and excluded from computation. | ||
| - **strideMask**: `[in] CBLAS_INT` stride length for `Mask`. | ||
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| ```c | ||
| float stdlib_strided_smskmidrange( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const uint8_t *Mask, const CBLAS_INT strideMask ); | ||
| ``` | ||
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| <!-- lint disable maximum-heading-length --> | ||
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| #### stdlib_strided_smskmidrange_ndarray( N, \*X, strideX, offsetX, \*Mask, strideMask, offsetMask ) | ||
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| Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask and using alternative indexing semantics. | ||
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| ```c | ||
| #include <stdint.h> | ||
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| const float x[] = { 1.0f, -2.0f, 2.0f }; | ||
| const uint8_t mask[] = { 0, 1, 0 }; | ||
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| float v = stdlib_strided_smskmidrange_ndarray( 3, x, 1, 0, mask, 1, 0 ); | ||
| // returns 1.5f | ||
| ``` | ||
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| The function accepts the following arguments: | ||
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| - **N**: `[in] CBLAS_INT` number of indexed elements. | ||
| - **X**: `[in] float*` input array. | ||
| - **strideX**: `[in] CBLAS_INT` stride length for `X`. | ||
| - **offsetX**: `[in] CBLAS_INT` starting index for `X`. | ||
| - **Mask**: `[in] uint8_t*` mask array. If a `Mask` array element is `0`, the corresponding element in `X` is considered valid and included in computation. If a `Mask` array element is `1`, the corresponding element in `X` is considered invalid/missing and excluded from computation. | ||
| - **strideMask**: `[in] CBLAS_INT` stride length for `Mask`. | ||
| - **offsetMask**: `[in] CBLAS_INT` starting index for `Mask`. | ||
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| ```c | ||
| float stdlib_strided_smskmidrange_ndarray( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX, const uint8_t *Mask, const CBLAS_INT strideMask, const CBLAS_INT offsetMask ); | ||
| ``` | ||
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| </section> | ||
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| <!-- /.usage --> | ||
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| <!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> | ||
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| <section class="notes"> | ||
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| </section> | ||
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| <!-- /.notes --> | ||
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| <!-- C API usage examples. --> | ||
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| <section class="examples"> | ||
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| ### Examples | ||
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| ```c | ||
| #include "stdlib/stats/strided/smskmidrange.h" | ||
| #include <stdint.h> | ||
| #include <stdio.h> | ||
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| int main( void ) { | ||
| // Create a strided array: | ||
| const float x[] = { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f }; | ||
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| // Create a mask array: | ||
| const uint8_t mask[] = { 0, 0, 0, 0, 0, 0, 0, 0, 1, 1 }; | ||
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| // Specify the number of elements: | ||
| const int N = 5; | ||
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| // Specify the stride lengths: | ||
| const int strideX = 2; | ||
| const int strideMask = 2; | ||
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| // Compute the mid-range: | ||
| float v = stdlib_strided_smskmidrange( N, x, strideX, mask, strideMask ); | ||
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| // Print the result: | ||
| printf( "mid-range: %f\n", v ); | ||
| } | ||
| ``` | ||
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| </section> | ||
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| <!-- /.examples --> | ||
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| </section> | ||
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| <!-- /.c --> | ||
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| <!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. --> | ||
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| <section class="related"> | ||
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| </section> | ||
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| <!-- /.related --> | ||
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| <!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> | ||
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| <section class="links"> | ||
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| [mid-range]: https://en.wikipedia.org/wiki/Mid-range | ||
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| [@stdlib/array/float32]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/float32 | ||
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| [@stdlib/array/uint8]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/uint8 | ||
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| [mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray | ||
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| </section> | ||
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| <!-- /.links --> | ||
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