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feat: add math/base/special/hyp2f1
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438f8e0
feat: temp commit
anandkaranubc 2ebec87
feat: initial files
anandkaranubc 0d93dab
feat: update the JS implementation
anandkaranubc 5d17732
test: update test fixtures
anandkaranubc 078e839
chore: fix linting issues
anandkaranubc 7d81383
Merge remote-tracking branch 'upstream/develop' into feat/hyp2f1
stdlib-bot e438e2e
chore: fix python linting issues
anandkaranubc e6c5ce7
refactor: apply suggestions from PR review
anandkaranubc 42b5497
feat: add docs, benchmarks and examples
anandkaranubc a07d934
feat: add inline comments
anandkaranubc 146eecd
feat: add inline comments #2
anandkaranubc 140f6e7
refactor: apply suggestions from PR review
anandkaranubc 8f46980
docs: remove links from README
anandkaranubc bda7f1e
docs: follow consistent naming
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162
lib/node_modules/@stdlib/math/base/special/hyp2f1/README.md
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<!-- | ||
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@license Apache-2.0 | ||
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Copyright (c) 2025 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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# Hypergeometric function | ||
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> Evaluates the [Hypergeometric function][hypergeometric-function]. | ||
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<section class="intro"> | ||
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The [Hypergeometric function][hypergeometric-function] is defined for `|x| < 1` by the power series: | ||
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<!-- <equation class="equation" label="eq:hypergeometric_function" align="center" raw="{}_2F_1(a, b; c; x) = \sum_{n=0}^{\infty} \frac{(a)_n (b)_n}{(c)_n} \frac{x^n}{n!} = 1 + \frac{a b}{c} x + \frac{a(a+1) b(b+1)}{c(c+1)} \frac{x^2}{2!} + \frac{a(a+1)(a+2) b(b+1)(b+2)}{c(c+1)(c+2)} \frac{x^3}{3!} + \cdots" alt="Hypergeometric function."> --> | ||
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```math | ||
{}_2F_1(a, b; c; x) = \sum_{n=0}^{\infty} \frac{(a)_n (b)_n}{(c)_n} \frac{x^n}{n!} = 1 + \frac{a b}{c} x + \frac{a(a+1) b(b+1)}{c(c+1)} \frac{x^2}{2!} + \frac{a(a+1)(a+2) b(b+1)(b+2)}{c(c+1)(c+2)} \frac{x^3}{3!} + \cdots | ||
``` | ||
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<!-- <div class="equation" align="center" data-raw-text="{}_2F_1(a, b; c; x) = \sum_{n=0}^{\infty} \frac{(a)_n (b)_n}{(c)_n} \frac{x^n}{n!} = 1 + \frac{a b}{c} x + \frac{a(a+1) b(b+1)}{c(c+1)} \frac{x^2}{2!} + \frac{a(a+1)(a+2) b(b+1)(b+2)}{c(c+1)(c+2)} \frac{x^3}{3!} + \cdots" data-equation="eq:hypergeometric_function"> | ||
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@bb29798906e119fcb2af99e94b60407a270c9b32/lib/node_modules/@stdlib/math/base/special/hyp2f1/docs/img/equation_hypergeometric_function.svg" alt="Hypergeometric function."> | ||
<br> | ||
</div> --> | ||
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<!-- </equation> --> | ||
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and is undefined (or infinite) if `c` equals a non-positive integer. | ||
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Here `(q)ₙ` is the (rising) [Pochhammer symbol][pochhammer-symbol], which is defined by: | ||
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<!-- <equation class="equation" label="eq:pochhammer_symbol" align="center" raw="(q)_n = \begin{cases} 1 & n = 0 \\ q(q+1) \cdots (q+n-1) & n > 0 \end{cases}" alt="Pochhammer symbol."> --> | ||
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```math | ||
(q)_n = \begin{cases} 1 & n = 0 \\ q(q+1) \cdots (q+n-1) & n > 0 \end{cases} | ||
``` | ||
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<!-- <div class="equation" align="center" data-raw-text="(q)_n = \begin{cases} 1 & n = 0 \\ q(q+1) \cdots (q+n-1) & n > 0 \end{cases}" data-equation="eq:pochhammer_symbol"> | ||
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@bb29798906e119fcb2af99e94b60407a270c9b32/lib/node_modules/@stdlib/math/base/special/hyp2f1/docs/img/equation_pochhammer_symbol.svg" alt="Pochhammer symbol."> | ||
<br> | ||
</div> --> | ||
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<!-- </equation> --> | ||
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For `|x| >= 1`, the function can be [analytically continued][analytic-continuation] using functional identities and transformation formulas. | ||
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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 hyp2f1 = require( '@stdlib/math/base/special/hyp2f1' ); | ||
``` | ||
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#### hyp2f1( a, b, c, x ) | ||
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Evaluates the [Hypergeometric function][hypergeometric-function]. | ||
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```javascript | ||
var v = hyp2f1( 1.0, 1.0, 1.0, 0.0 ); | ||
// returns 1.0 | ||
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v = hyp2f1( 10.0, 7.4, -1.8, -0.99 ); | ||
// returns ~0.423 | ||
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v = hyp2f1( 3.0, 4.0, 7.0, 1.0 ); | ||
// returns +Infinity | ||
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v = hyp2f1( NaN, 3.0, 2.0, 0.5 ); | ||
// returns NaN | ||
``` | ||
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</section> | ||
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<!-- /.usage --> | ||
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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 linspace = require( '@stdlib/array/base/linspace' ); | ||
var hyp2f1 = require( '@stdlib/math/base/special/hyp2f1' ); | ||
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var a = linspace( -50.0, 50.0, 100 ); | ||
var b = linspace( -50.0, 50.0, 100 ); | ||
var c = linspace( -50.0, 50.0, 100 ); | ||
var x = linspace( -50.0, 50.0, 100 ); | ||
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var i; | ||
for ( i = 0; i < x.length; i++ ) { | ||
console.log( 'a: %d, b: %d, c: %d, x: %d, 2F1(a,b;c;x): %d', a[ i ], b[ i ], c[ i ], x[ i ], hyp2f1( a[ i ], b[ i ], c[ i ], x[ i ] ) ); | ||
} | ||
``` | ||
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</section> | ||
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<!-- /.examples --> | ||
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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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* * * | ||
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## See Also | ||
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- <span class="package-name">[`@stdlib/math/base/special/gamma`][@stdlib/math/base/special/gamma]</span><span class="delimiter">: </span><span class="description">gamma function.</span> | ||
- <span class="package-name">[`@stdlib/math/base/special/gammaln`][@stdlib/math/base/special/gammaln]</span><span class="delimiter">: </span><span class="description">natural logarithm of the gamma function.</span> | ||
- <span class="package-name">[`@stdlib/math/base/special/gammasgn`][@stdlib/math/base/special/gammasgn]</span><span class="delimiter">: </span><span class="description">sign of the gamma function.</span> | ||
- <span class="package-name">[`@stdlib/math/base/special/digamma`][@stdlib/math/base/special/digamma]</span><span class="delimiter">: </span><span class="description">digamma function.</span> | ||
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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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[hypergeometric-function]: https://en.wikipedia.org/wiki/Hypergeometric_function | ||
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[pochhammer-symbol]: https://en.wikipedia.org/wiki/Falling_and_rising_factorials | ||
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[analytic-continuation]: https://en.wikipedia.org/wiki/Analytic_continuation | ||
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<!-- <related-links> --> | ||
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[@stdlib/math/base/special/gamma]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/math/base/special/gamma | ||
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[@stdlib/math/base/special/gammaln]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/math/base/special/gammaln | ||
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[@stdlib/math/base/special/gammasgn]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/math/base/special/gammasgn | ||
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[@stdlib/math/base/special/digamma]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/math/base/special/digamma | ||
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<!-- </related-links> --> | ||
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</section> | ||
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<!-- /.links --> |
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59
lib/node_modules/@stdlib/math/base/special/hyp2f1/benchmark/benchmark.js
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/** | ||
* @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. | ||
*/ | ||
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'use strict'; | ||
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// MODULES // | ||
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var bench = require( '@stdlib/bench' ); | ||
var uniform = require( '@stdlib/random/array/uniform' ); | ||
var isnan = require( '@stdlib/math/base/assert/is-nan' ); | ||
var pkg = require( './../package.json' ).name; | ||
var hyp2f1 = require( './../lib' ); | ||
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// MAIN // | ||
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bench( pkg, function benchmark( bm ) { | ||
var x; | ||
var a; | ||
var b; | ||
var c; | ||
var z; | ||
var i; | ||
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a = uniform( 100, -50.0, 50.0 ); | ||
b = uniform( 100, -50.0, 50.0 ); | ||
c = uniform( 100, -50.0, 50.0 ); | ||
x = uniform( 100, -50.0, 50.0 ); | ||
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bm.tic(); | ||
for ( i = 0; i < bm.iterations; i++ ) { | ||
// eslint-disable-next-line max-len | ||
z = hyp2f1( a[ i % x.length ], b[ i % x.length ], c[ i % x.length ], x[ i % x.length ] ); | ||
if ( isnan( z ) ) { | ||
bm.fail( 'should not return NaN' ); | ||
} | ||
} | ||
bm.toc(); | ||
if ( isnan( z ) ) { | ||
bm.fail( 'should not return NaN' ); | ||
} | ||
bm.pass( 'benchmark finished' ); | ||
bm.end(); | ||
}); |
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