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feat: add stats/base/dists/halfnormal/mode
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b070e0d
feat: add stats/base/dists/halfnormal/mode
Lokeshranjan8 ff63da3
fix: rename tests directory to test
Lokeshranjan8 1bf015d
fix: rename tests directory to test
Lokeshranjan8 d13a102
Update data.json
Lokeshranjan8 900e899
fix: updated the return value 0.0
Lokeshranjan8 0e8635e
fix: updated the return value 0.0
Lokeshranjan8 9004287
fix: updated normal with half-normal
Lokeshranjan8 cd51e6a
fix: updated data.json file
Lokeshranjan8 8d9916b
Update native.js
Lokeshranjan8 563913d
Clarify mode explanation in README.md
Lokeshranjan8 02e8d9b
Update lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/incl…
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Lokeshranjan8 f62cdbb
Update lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/src/…
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Update lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/READ…
Lokeshranjan8 297173f
Update lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/READ…
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Lokeshranjan8 43e4f71
Update lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/docs…
Lokeshranjan8 bdb96d9
Update mode description in README for half-normal
Lokeshranjan8 5e32130
Update README for half-normal mode equation
Lokeshranjan8 8d13903
Update lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/READ…
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fix: address code review feedback
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235 changes: 235 additions & 0 deletions
235
lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/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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| # Mode | ||
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| > [half-normal][half-normal-distribution] distribution [mode][mode]. | ||
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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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| The [mode][mode] for a [half-normal][half-normal-distribution] random variable with scale parameter `σ > 0` is | ||
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| <!-- <equation class="equation" label="eq:halfnormal_mode" align="center" raw="\operatorname{mode}\left( X \right) = 0" alt="Expected value for a half-normal distribution."> --> | ||
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| ```math | ||
| \mathop{\mathrm{mode}}\left( X \right) | ||
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| ``` | ||
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| <!-- <div class="equation" align="center" data-raw-text="\operatorname{mode}\left( X \right) = \mu" data-equation="eq:halfnormal_mode"> | ||
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| <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@51534079fef45e990850102147e8945fb023d1d0/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/docs/img/equation_halfnormal_mode.svg" alt="Expected value for a half-normal distribution."> | ||
| <br> | ||
| </div> --> | ||
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| <!-- </equation> --> | ||
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| </section> | ||
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| <!-- /.intro --> | ||
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| <!-- Package usage documentation. --> | ||
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| <section class="usage"> | ||
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| ## Usage | ||
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| ```javascript | ||
| var mode = require( '@stdlib/stats/base/dists/halfnormal/mode' ); | ||
| ``` | ||
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| #### mode( sigma ) | ||
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| Returns the [mode][mode] for a [half-normal][half-normal-distribution] distribution with scale paramter `sigma`. | ||
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| ```javascript | ||
| var y = mode( 1.0 ); | ||
| // returns 0.0 | ||
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| y = mode( 2.0 ); | ||
| // returns 0.0 | ||
| ``` | ||
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| If provided `NaN` as any argument, the function returns `NaN`. | ||
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| ```javascript | ||
| var y = mode( NaN ); | ||
| // returns NaN | ||
| ``` | ||
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| If provided `sigma <= 0`, the function returns `NaN`. | ||
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| ```javascript | ||
| var y = mode( 0.0 ); | ||
| // returns NaN | ||
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| y = mode( -1.0 ); | ||
| // returns NaN | ||
| ``` | ||
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| </section> | ||
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| <!-- /.usage --> | ||
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| <!-- Package 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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| <!-- Package usage examples. --> | ||
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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 logEachMap = require( '@stdlib/console/log-each-map' ); | ||
| var mode = require( '@stdlib/stats/base/dists/halfnormal/mode' ); | ||
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| var opts = { | ||
| 'dtype': 'float64' | ||
| }; | ||
| var sigma = uniform( 10, 0.0, 20.0, opts ); | ||
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| logEachMap( 'σ: %0.4f, mode(X;σ): %0.4f', sigma, mode ); | ||
| ``` | ||
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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/base/dists/halfnormal/mode.h" | ||
| ``` | ||
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| #### stdlib_base_dists_halfnormal_mode( sigma ) | ||
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| Returns the mode for a [half-normal][half-normal-distribution] distribution with scale parameter `sigma`. | ||
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| ```c | ||
| double out = stdlib_base_dists_halfnormal_mode( 1.0 ); | ||
| // returns 0.0 | ||
| ``` | ||
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| The function accepts the following arguments: | ||
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| - **sigma**: `[in] double` scale paramter. | ||
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| - **return**: `[out] double` mode. | ||
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| ```c | ||
| double stdlib_base_dists_halfnormal_mode( const double sigma ); | ||
| ``` | ||
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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/base/dists/halfnormal/mode.h" | ||
| #include <stdlib.h> | ||
| #include <stdio.h> | ||
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| static double random_uniform( const double min, const double max ) { | ||
| double v = (double)rand() / ( (double)RAND_MAX + 1.0 ); | ||
| return min + ( v*(max-min) ); | ||
| } | ||
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| int main( void ) { | ||
| double sigma; | ||
| double y; | ||
| int i; | ||
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| for ( i = 0; i < 10; i++ ) { | ||
| sigma = random_uniform( 0.1, 20.0 ); | ||
| y = stdlib_base_dists_halfnormal_mode( sigma ); | ||
| printf("σ: %.4f, mode(X;σ): %.4f\n", sigma, y); | ||
| } | ||
| } | ||
| ``` | ||
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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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| [half-normal-distribution]: https://en.wikipedia.org/wiki/Half-normal_distribution | ||
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| [mode]: https://en.wikipedia.org/wiki/Mode_%28statistics%29 | ||
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| </section> | ||
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| <!-- /.links --> | ||
52 changes: 52 additions & 0 deletions
52
lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/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. | ||
| */ | ||
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| 'use strict'; | ||
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| // MODULES // | ||
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| var bench = require( '@stdlib/bench' ); | ||
| var randu = require( '@stdlib/random/base/randu' ); | ||
| var isnan = require( '@stdlib/math/base/assert/is-nan' ); | ||
| var EPS = require( '@stdlib/constants/float64/eps' ); | ||
| var pkg = require( './../package.json' ).name; | ||
| var mode = require( './../lib' ); | ||
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| // MAIN // | ||
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| bench( pkg, function benchmark( b ) { | ||
| var sigma; | ||
| var y; | ||
| var i; | ||
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| b.tic(); | ||
| for ( i = 0; i < b.iterations; i++ ) { | ||
| sigma = ( randu()*20.0 ) + EPS; | ||
| y = mode( sigma ); | ||
| if ( isnan( y ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| } | ||
| b.toc(); | ||
| if ( isnan( y ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| b.pass( 'benchmark finished' ); | ||
| b.end(); | ||
| }); |
67 changes: 67 additions & 0 deletions
67
lib/node_modules/@stdlib/stats/base/dists/halfnormal/mode/benchmark/benchmark.native.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. | ||
| */ | ||
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| 'use strict'; | ||
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| // MODULES // | ||
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| var resolve = require( 'path' ).resolve; | ||
| var bench = require( '@stdlib/bench' ); | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var uniform = require( '@stdlib/random/base/uniform' ); | ||
| var isnan = require( '@stdlib/math/base/assert/is-nan' ); | ||
| var tryRequire = require( '@stdlib/utils/try-require' ); | ||
| var EPS = require( '@stdlib/constants/float64/eps' ); | ||
| var pkg = require( './../package.json' ).name; | ||
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| // VARIABLES // | ||
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| var mode = tryRequire( resolve( __dirname, './../lib/native.js' ) ); | ||
| var opts = { | ||
| 'skip': ( mode instanceof Error ) | ||
| }; | ||
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| // MAIN // | ||
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| bench( pkg+'::native', opts, function benchmark( b ) { | ||
| var sigma; | ||
| var len; | ||
| var y; | ||
| var i; | ||
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| len = 100; | ||
| sigma = new Float64Array( len ); | ||
| for ( i = 0; i < len; i++ ) { | ||
| sigma[ i ] = uniform( EPS, 20.0 ); | ||
| } | ||
| b.tic(); | ||
| for ( i = 0; i < b.iterations; i++ ) { | ||
| y = mode( sigma[ i % len ] ); | ||
| if ( isnan( y ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| } | ||
| b.toc(); | ||
| if ( isnan( y ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| b.pass( 'benchmark finished' ); | ||
| b.end(); | ||
| }); | ||
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