-
-
Notifications
You must be signed in to change notification settings - Fork 1.1k
feat: add stats/strided/dmskmidrange
#9446
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Merged
kgryte
merged 10 commits into
stdlib-js:develop
from
Sachinn-64:stats-strided-dmskmidrange
Dec 31, 2025
Merged
Changes from all commits
Commits
Show all changes
10 commits
Select commit
Hold shift + click to select a range
b8e53a8
feat: add stats/strided/dmskmidrange
Sachinn-64 3808563
style: add empty line
kgryte 972c93a
Apply suggestions from code review
kgryte 3a3a2c4
docs: inline options objects
kgryte 02bd5b7
docs: update copy
kgryte ce797cb
docs: update example
kgryte 65fcf3b
Apply suggestions from code review
kgryte c478a03
Update lib/node_modules/@stdlib/stats/strided/dmskmidrange/benchmark/…
Sachinn-64 82dc74b
chore: suggested changes
Sachinn-64 a642229
bench: add missing header
kgryte File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
328 changes: 328 additions & 0 deletions
328
lib/node_modules/@stdlib/stats/strided/dmskmidrange/README.md
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,328 @@ | ||
| <!-- | ||
|
|
||
| @license Apache-2.0 | ||
|
|
||
| Copyright (c) 2025 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. | ||
|
|
||
| --> | ||
|
|
||
| # dmskmidrange | ||
|
|
||
| > Calculate the [mid-range][mid-range] of a double-precision floating-point strided array according to a mask. | ||
|
|
||
| <section class="intro"> | ||
|
|
||
| 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. | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.intro --> | ||
|
|
||
| <section class="usage"> | ||
|
|
||
| ## Usage | ||
|
|
||
| ```javascript | ||
| var dmskmidrange = require( '@stdlib/stats/strided/dmskmidrange' ); | ||
| ``` | ||
|
|
||
| #### dmskmidrange( N, x, strideX, mask, strideMask ) | ||
|
|
||
| Computes the [mid-range][mid-range] of a double-precision floating-point strided array according to a mask. | ||
|
|
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
|
|
||
| var x = new Float64Array( [ 1.0, -2.0, 4.0, 2.0 ] ); | ||
| var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); | ||
|
|
||
| var v = dmskmidrange( x.length, x, 1, mask, 1 ); | ||
| // returns 0.0 | ||
| ``` | ||
|
|
||
| The function has the following parameters: | ||
|
|
||
| - **N**: number of indexed elements. | ||
| - **x**: input [`Float64Array`][@stdlib/array/float64]. | ||
| - **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`. | ||
|
|
||
| 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`, | ||
|
|
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
|
|
||
| var x = new Float64Array( [ 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 ] ); | ||
|
|
||
| var v = dmskmidrange( 4, x, 2, mask, 2 ); | ||
| // returns -1.5 | ||
| ``` | ||
|
|
||
| Note that indexing is relative to the first index. To introduce offsets, use [`typed array`][mdn-typed-array] views. | ||
|
|
||
| <!-- eslint-disable stdlib/capitalized-comments --> | ||
|
|
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
|
|
||
| var x0 = new Float64Array( [ 2.0, 1.0, -2.0, -2.0, 3.0, 4.0, 5.0, 6.0 ] ); | ||
| var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element | ||
|
|
||
| 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 | ||
|
|
||
| var v = dmskmidrange( 4, x1, 2, mask1, 2 ); | ||
| // returns 1.0 | ||
| ``` | ||
|
|
||
| #### dmskmidrange.ndarray( N, x, strideX, offsetX, mask, strideMask, offsetMask ) | ||
|
|
||
| Computes the [mid-range][mid-range] of a double-precision floating-point strided array according to a `mask` and using alternative indexing semantics. | ||
|
|
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
|
|
||
| var x = new Float64Array( [ 1.0, -2.0, 4.0, 2.0 ] ); | ||
| var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); | ||
|
|
||
| var v = dmskmidrange.ndarray( x.length, x, 1, 0, mask, 1, 0 ); | ||
| // returns 0.0 | ||
| ``` | ||
|
|
||
| The function has the following additional parameters: | ||
|
|
||
| - **offsetX**: starting index for `x`. | ||
| - **offsetMask**: starting index for `mask`. | ||
|
|
||
| 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 | ||
|
|
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
|
|
||
| var x = new Float64Array( [ 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 ] ); | ||
|
|
||
| var v = dmskmidrange.ndarray( 4, x, 2, 1, mask, 2, 1 ); | ||
| // returns 1.0 | ||
| ``` | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.usage --> | ||
|
|
||
| <section class="notes"> | ||
|
|
||
| ## Notes | ||
|
|
||
| - If `N <= 0`, both functions return `NaN`. | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.notes --> | ||
|
|
||
| <section class="examples"> | ||
|
|
||
| ## Examples | ||
|
|
||
| <!-- eslint no-undef: "error" --> | ||
|
|
||
| ```javascript | ||
| var uniform = require( '@stdlib/random/array/uniform' ); | ||
| var bernoulli = require( '@stdlib/random/array/bernoulli' ); | ||
| var dmskmidrange = require( '@stdlib/stats/strided/dmskmidrange' ); | ||
|
|
||
| var x = uniform( 10, -50.0, 50.0, { | ||
| 'dtype': 'float64' | ||
| }); | ||
| console.log( x ); | ||
|
|
||
| var mask = bernoulli( x.length, 0.2, { | ||
| 'dtype': 'uint8' | ||
| }); | ||
| console.log( mask ); | ||
|
|
||
| var v = dmskmidrange( x.length, x, 1, mask, 1 ); | ||
| console.log( v ); | ||
| ``` | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.examples --> | ||
|
|
||
| <!-- C interface documentation. --> | ||
|
|
||
| * * * | ||
|
|
||
| <section class="c"> | ||
|
|
||
| ## C APIs | ||
|
|
||
| <!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. --> | ||
|
|
||
| <section class="intro"> | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.intro --> | ||
|
|
||
| <!-- C usage documentation. --> | ||
|
|
||
| <section class="usage"> | ||
|
|
||
| ### Usage | ||
|
|
||
| ```c | ||
| #include "stdlib/stats/strided/dmskmidrange.h" | ||
| ``` | ||
|
|
||
| #### stdlib_strided_dmskmidrange( N, \*X, strideX, \*Mask, strideMask ) | ||
|
|
||
| Computes the [mid-range][mid-range] of a double-precision floating-point strided array according to a mask. | ||
|
|
||
| ```c | ||
| #include <stdint.h> | ||
|
|
||
| const double x[] = { 1.0, -2.0, 2.0 }; | ||
| const uint8_t mask[] = { 0, 1, 0 }; | ||
|
|
||
| double v = stdlib_strided_dmskmidrange( 3, x, 1, mask, 1 ); | ||
| // returns 1.5 | ||
| ``` | ||
|
|
||
| The function accepts the following arguments: | ||
|
|
||
| - **N**: `[in] CBLAS_INT` number of indexed elements. | ||
| - **X**: `[in] double*` 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`. | ||
|
|
||
| ```c | ||
| double stdlib_strided_dmskmidrange( const CBLAS_INT N, const double *X, const CBLAS_INT strideX, const uint8_t *Mask, const CBLAS_INT strideMask ); | ||
| ``` | ||
|
|
||
| <!-- lint disable maximum-heading-length --> | ||
|
|
||
| #### stdlib_strided_dmskmidrange_ndarray( N, \*X, strideX, offsetX, \*Mask, strideMask, offsetMask ) | ||
|
|
||
| Computes the [mid-range][mid-range] of a double-precision floating-point strided array according to a mask and using alternative indexing semantics. | ||
|
|
||
| ```c | ||
| #include <stdint.h> | ||
|
|
||
| const double x[] = { 1.0, -2.0, 2.0 }; | ||
| const uint8_t mask[] = { 0, 1, 0 }; | ||
|
|
||
| double v = stdlib_strided_dmskmidrange_ndarray( 3, x, 1, 0, mask, 1, 0 ); | ||
| // returns 1.5 | ||
| ``` | ||
|
|
||
| The function accepts the following arguments: | ||
|
|
||
| - **N**: `[in] CBLAS_INT` number of indexed elements. | ||
| - **X**: `[in] double*` 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`. | ||
|
|
||
| ```c | ||
| double stdlib_strided_dmskmidrange_ndarray( const CBLAS_INT N, const double *X, const CBLAS_INT strideX, const CBLAS_INT offsetX, const uint8_t *Mask, const CBLAS_INT strideMask, const CBLAS_INT offsetMask ); | ||
| ``` | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.usage --> | ||
|
|
||
| <!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> | ||
|
|
||
| <section class="notes"> | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.notes --> | ||
|
|
||
| <!-- C API usage examples. --> | ||
|
|
||
| <section class="examples"> | ||
|
|
||
| ### Examples | ||
|
|
||
| ```c | ||
| #include "stdlib/stats/strided/dmskmidrange.h" | ||
| #include <stdint.h> | ||
| #include <stdio.h> | ||
|
|
||
| int main( void ) { | ||
| // Create a strided array: | ||
| const double x[] = { 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0 }; | ||
|
|
||
| // Create a mask array: | ||
| const uint8_t mask[] = { 0, 0, 0, 0, 0, 0, 0, 0, 1, 1 }; | ||
|
|
||
| // Specify the number of elements: | ||
| const int N = 5; | ||
|
|
||
| // Specify the stride lengths: | ||
| const int strideX = 2; | ||
| const int strideMask = 2; | ||
|
|
||
| // Compute the mid-range: | ||
| double v = stdlib_strided_dmskmidrange( N, x, strideX, mask, strideMask ); | ||
|
|
||
| // Print the result: | ||
| printf( "mid-range: %lf\n", v ); | ||
| } | ||
| ``` | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.examples --> | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.c --> | ||
|
|
||
| <!-- 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"> | ||
|
|
||
| [mid-range]: https://en.wikipedia.org/wiki/Mid-range | ||
|
|
||
| [@stdlib/array/float64]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/float64 | ||
|
|
||
| [@stdlib/array/uint8]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/uint8 | ||
|
|
||
| [mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.links --> | ||
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Uh oh!
There was an error while loading. Please reload this page.