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feat: add math/base/special/chebyshev-t-polynomial
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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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# chebyshevtpoly | ||||||
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> [Chebyshev Polynomial][chebyshev-polynomial] of the first kind. | ||||||
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<section class="intro"> | ||||||
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The [Chebyshev Polynomial][chebyshev-polynomial] of the first kind is defined as | ||||||
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<!-- <equation class="equation" label="eq:chebyshev_polynomial" align="center" raw="T_n(x) = \cos( n \cos^{-1}(x) )" alt="Chebyshev Polynomial of the first kind."> --> | ||||||
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```math | ||||||
T_n(x) = \cos( n \cos^{-1}(x) ) | ||||||
``` | ||||||
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<!-- </equation> --> | ||||||
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where `n` is the polynomial degree. | ||||||
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The [Chebyshev Polynomial][chebyshev-polynomial] of the first kind is related to the Gaussian hypergeometric function via the following equation | ||||||
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Suggested change
You'll need to add the link defn below in the links section. Also double-check that I used the correct package name. |
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<!-- <equation class="equation" label="eq:chebyshev_polynomial2" align="center" raw="T_n(x) = {}_2F_1\left( -n, n; \frac{1}{2}; \frac{1}{2}(1-x) \right)" alt="Chebyshev Polynomial of the first kind expressed in terms of the Gaussian hypergeometric function."> --> | ||||||
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```math | ||||||
T_n(x) = {}_2F_1\left( -n, n; \frac{1}{2}; \frac{1}{2}(1-x) \right) | ||||||
``` | ||||||
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<!-- </equation> --> | ||||||
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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 chebyshevtpoly = require( '@stdlib/math/base/special/chebyshev-t-polynomial' ); | ||||||
``` | ||||||
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#### chebyshevtpoly( n, x ) | ||||||
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Evaluates the [Chebyshev Polynomial][chebyshev-polynomial] of the first kind for a degree `n` at a value `x`. | ||||||
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```javascript | ||||||
var y = chebyshevtpoly( 0.0, 0.5 ); | ||||||
// returns 1.0 | ||||||
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y = chebyshevtpoly( 1.0, -0.5 ); | ||||||
// returns -0.5 | ||||||
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y = chebyshevtpoly( 5.0, 0.5 ); | ||||||
// returns 0.5 | ||||||
``` | ||||||
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If provided `NaN` as any argument, the function returns `NaN`. | ||||||
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```javascript | ||||||
var y = chebyshevtpoly( NaN, 1.0 ); | ||||||
// returns NaN | ||||||
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y = chebyshevtpoly( 0.0, NaN ); | ||||||
// returns NaN | ||||||
``` | ||||||
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If provided a polynomial degree `n < 0`, the function returns `NaN`. | ||||||
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```javascript | ||||||
var y = chebyshevtpoly( -2.0, 0.5 ); | ||||||
// returns NaN | ||||||
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y = chebyshevtpoly( -4.5, -0.5 ); | ||||||
// returns NaN | ||||||
``` | ||||||
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If provided a polynomial degree `n` which is not a nonnegative integer, the function returns `NaN`. | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Why do we restrict to only integer degrees? Why not follow SciPy and state that non-integer values are resolved relative to the hypergeometric function? |
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```javascript | ||||||
var y = chebyshevtpoly( 2.5, 0.5 ); | ||||||
// returns NaN | ||||||
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y = chebyshevtpoly( 0.5, -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 randu = require( '@stdlib/random/base/randu' ); | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We can update this example to use |
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var round = require( '@stdlib/math/base/special/round' ); | ||||||
var chebyshevtpoly = require( '@stdlib/math/base/special/chebyshev-t-polynomial' ); | ||||||
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var n; | ||||||
var x; | ||||||
var y; | ||||||
var i; | ||||||
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for ( i = 0; i < 10; i++ ) { | ||||||
n = round( randu()*10.0 ); | ||||||
x = ( randu()*2.0 ) - 1.0; | ||||||
y = chebyshevtpoly( n, x ); | ||||||
console.log( 'n: %d, x: %d, T_n(x): %d', n.toFixed( 4 ), x.toFixed( 4 ), y.toFixed( 4 ) ); | ||||||
} | ||||||
``` | ||||||
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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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</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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[chebyshev-polynomial]: https://en.wikipedia.org/wiki/Chebyshev_polynomials#Definitions | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. You can drop |
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</section> | ||||||
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<!-- /.links --> |
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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 discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); | ||
var isnan = require( '@stdlib/math/base/assert/is-nan' ); | ||
var pkg = require( './../package.json' ).name; | ||
var chebyshevtpoly = require( './../lib' ); | ||
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// MAIN // | ||
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bench( pkg, function benchmark( b ) { | ||
var n; | ||
var x; | ||
var y; | ||
var i; | ||
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n = discreteUniform( 100, 0, 50 ); | ||
x = uniform( 100, -1.0, 1.0 ); | ||
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b.tic(); | ||
for ( i = 0; i < b.iterations; i++ ) { | ||
y = chebyshevtpoly( n[ i % n.length ], x[ i % x.length ] ); | ||
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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{{alias}}( n, x ) | ||
Evaluates the Chebyshev polynomial of the first kind | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Your line wrapping is off here. |
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for a degree `n` at a value `x`. | ||
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Parameters | ||
---------- | ||
n: number | ||
Degree of the polynomial. | ||
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x: number | ||
Input value. | ||
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Returns | ||
------- | ||
out: number | ||
Polynomial value. | ||
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Examples | ||
-------- | ||
> var y = {{alias}}( 0.0, 0.5 ) | ||
1.0 | ||
> y = {{alias}}( 1.0, -0.5 ) | ||
-0.5 | ||
> y = {{alias}}( 5.0, 0.5 ) | ||
0.5 | ||
> y = {{alias}}( 2.5, 0.5 ) | ||
NaN | ||
> y = {{alias}}( -1.0, 0.5 ) | ||
NaN | ||
> y = {{alias}}( NaN, 1.0 ) | ||
NaN | ||
> y = {{alias}}( 1.0, NaN ) | ||
NaN | ||
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See Also | ||
-------- | ||
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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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// TypeScript Version: 4.1 | ||
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/** | ||
* Evaluates the Chebyshev polynomial of the first kind for a degree `n` at a value `x`. | ||
* | ||
* @param n - degree of the polynomial | ||
* @param x - input value | ||
* @returns polynomial value | ||
* | ||
* @example | ||
* var y = chebyshevtpoly( 0.0, 0.5 ); | ||
* // returns 1.0 | ||
* | ||
* @example | ||
* var y = chebyshevtpoly( 1.0, -0.5 ); | ||
* // returns -0.5 | ||
* | ||
* @example | ||
* var y = chebyshevtpoly( 5.0, 0.5 ); | ||
* // returns 0.5 | ||
* | ||
* @example | ||
* var y = chebyshevtpoly( 2.5, 0.5 ); | ||
* // returns NaN | ||
* | ||
* @example | ||
* var y = chebyshevtpoly( -1.0, 0.5 ); | ||
* // returns NaN | ||
* | ||
* @example | ||
* var y = chebyshevtpoly( NaN, 1.0 ); | ||
* // returns NaN | ||
* | ||
* @example | ||
* var y = chebyshevtpoly( 1.0, NaN ); | ||
* // returns NaN | ||
*/ | ||
declare function chebyshevtpoly( n: number, x: number ): number; | ||
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// EXPORTS // | ||
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export = chebyshevtpoly; |
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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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import chebyshevtpoly = require( './index' ); | ||
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// TESTS // | ||
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// The function returns a number... | ||
{ | ||
chebyshevtpoly( 8.0, 1.0 ); // $ExpectType number | ||
} | ||
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// The compiler throws an error if the function is provided values other than two numbers... | ||
{ | ||
chebyshevtpoly( true, 3 ); // $ExpectError | ||
chebyshevtpoly( false, 2 ); // $ExpectError | ||
chebyshevtpoly( '5', 1 ); // $ExpectError | ||
chebyshevtpoly( [], 1 ); // $ExpectError | ||
chebyshevtpoly( {}, 2 ); // $ExpectError | ||
chebyshevtpoly( ( x: number ): number => x, 2 ); // $ExpectError | ||
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chebyshevtpoly( 9, true ); // $ExpectError | ||
chebyshevtpoly( 9, false ); // $ExpectError | ||
chebyshevtpoly( 5, '5' ); // $ExpectError | ||
chebyshevtpoly( 8, [] ); // $ExpectError | ||
chebyshevtpoly( 9, {} ); // $ExpectError | ||
chebyshevtpoly( 8, ( x: number ): number => x ); // $ExpectError | ||
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chebyshevtpoly( [], true ); // $ExpectError | ||
chebyshevtpoly( {}, false ); // $ExpectError | ||
chebyshevtpoly( false, '5' ); // $ExpectError | ||
chebyshevtpoly( {}, [] ); // $ExpectError | ||
chebyshevtpoly( '5', ( x: number ): number => x ); // $ExpectError | ||
} | ||
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// The compiler throws an error if the function is provided insufficient arguments... | ||
{ | ||
chebyshevtpoly(); // $ExpectError | ||
chebyshevtpoly( 3 ); // $ExpectError | ||
} |
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"polynomial" does not need to be capitalized. Applies here and elsewhere throughout this package.