From 1de109755f0cf2d94254143740ed12ebb7b401fe Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Sat, 14 Dec 2024 00:48:33 +0530 Subject: [PATCH 01/14] feat: add stats/base/dists/planck --- .../stats/base/dists/planck/lib/index.js | 51 +++++++ .../stats/base/dists/planck/pmf/README.md | 144 ++++++++++++++++++ .../dists/planck/pmf/benchmark/benchmark.js | 81 ++++++++++ .../stats/base/dists/planck/pmf/docs/repl.txt | 63 ++++++++ .../dists/planck/pmf/docs/types/index.d.ts | 117 ++++++++++++++ .../base/dists/planck/pmf/docs/types/test.ts | 98 ++++++++++++ .../base/dists/planck/pmf/examples/index.js | 35 +++++ .../base/dists/planck/pmf/lib/factory.js | 80 ++++++++++ .../stats/base/dists/planck/pmf/lib/index.js | 60 ++++++++ .../stats/base/dists/planck/pmf/lib/main.js | 79 ++++++++++ .../stats/base/dists/planck/pmf/package.json | 65 ++++++++ .../dists/planck/pmf/test/test.factory.js | 127 +++++++++++++++ .../stats/base/dists/planck/pmf/test/test.js | 38 +++++ .../base/dists/planck/pmf/test/test.pmf.js | 87 +++++++++++ .../stats/base/dists/planck/test/test.js | 40 +++++ 15 files changed, 1165 insertions(+) create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/test.ts create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/index.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js b/lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js new file mode 100644 index 000000000000..35105262135d --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js @@ -0,0 +1,51 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +/* +* When adding modules to the namespace, ensure that they are added in alphabetical order according to module name. +*/ + +// MODULES // + +var setReadOnly = require( '@stdlib/utils/define-read-only-property' ); + + +// MAIN // + +/** +* Top-level namespace. +* +* @namespace planck +*/ +var planck = {}; + +/** +* @name pmf +* @memberof planck +* @readonly +* @type {Function} +* @see {@link module:@stdlib/stats/base/dists/planck/pmf} +*/ +setReadOnly( planck, 'pmf', require( '@stdlib/stats/base/dists/planck/pmf' ) ); + + +// EXPORTS // + +module.exports = planck; diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md new file mode 100644 index 000000000000..a0fec32151b8 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md @@ -0,0 +1,144 @@ + + +# Probability Mass Function + +> Planck distribution [probability mass function][pmf] (PMF). + +
+ +The [probability mass function][pmf] (PMF) for a planck random variable is defined as + + + +```math +\Pr(X = x, \lambda) = \begin{cases}(1 - e^{-\lambda})e^{-\lambda x} & \text{for } x = 0, 1, 2, \ldots \\ 0 & \text{otherwise} \end{cases} +``` + + + +where `lambda > 0` is the shape parameter. The random variable `X` denotes the count of events in a quantized system. + +
+ + + +
+ +## Usage + +```javascript +var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); +``` + +#### pmf( x, p ) + +Evaluates the [probability mass function][pmf] (PMF) of a planck distribution with shape parameter `lambda`. + +```javascript +var y = pmf( 4.0, 0.3 ); +// returns ~0.0781 + +y = pmf( 2.0, 1.7 ); +// returns ~0.0273 + +y = pmf( -1.0, 2.5 ); +// returns 0.0 +``` + +If provided `NaN` as any argument, the function returns `NaN`. + +```javascript +var y = pmf( NaN, 0.0 ); +// returns NaN + +y = pmf( 0.0, NaN ); +// returns NaN +``` + +If provided a shape parameter `lambda` which is negative number, the function returns `NaN`. + +```javascript +var y = pmf( 2.0, -1.0 ); +// returns NaN +``` + +#### pmf.factory( p ) + +Returns a function for evaluating the [probability mass function][pmf] (PMF) of a planck distribution with shape parameter `lambda`. + +```javascript +var mypmf = pmf.factory( 0.5 ); +var y = mypmf( 3.0 ); +// returns ~0.0878 + +y = mypmf( 1.0 ); +// returns ~0.2387 +``` + +
+ + + +
+ +## Examples + + + +```javascript +var randu = require( '@stdlib/random/base/randu' ); +var round = require( '@stdlib/math/base/special/round' ); +var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); + +var lambda; +var x; +var y; +var i; + +for ( i = 0; i < 10; i++ ) { + x = round( randu() * 5.0 ); + lambda = randu(); + y = pmf( x, lambda ); + console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x, lambda.toFixed( 4 ), y.toFixed( 4 ) ); +} +``` + +
+ + + + + +
+ +
+ + + + + +
+ +[pmf]: https://en.wikipedia.org/wiki/Probability_mass_function + +
+ + diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js new file mode 100644 index 000000000000..5a1611ead5bb --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js @@ -0,0 +1,81 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +// MODULES // + +var bench = require( '@stdlib/bench' ); +var randu = require( '@stdlib/random/base/randu' ); +var round = require( '@stdlib/math/base/special/round' ); +var isnan = require( '@stdlib/math/base/assert/is-nan' ); +var EPS = require( '@stdlib/constants/float64/eps' ); +var pkg = require( './../package.json' ).name; +var pmf = require( './../lib' ); + + +// MAIN // + +bench( pkg, function benchmark( b ) { + var lambda; + var x; + var y; + var i; + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + x = round( randu()*40.0 ); + lambda = ( randu()*1.0 ) + EPS; + y = pmf( x, lambda ); + 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(); +}); + +bench( pkg+':factory', function benchmark( b ) { + var lambda; + var mypmf; + var x; + var y; + var i; + + lambda = 0.3; + mypmf = pmf.factory( lambda ); + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + x = randu() * 40.0; + y = mypmf( x ); + 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(); +}); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt new file mode 100644 index 000000000000..9de6a36bb3a2 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt @@ -0,0 +1,63 @@ + +{{alias}}( x, lambda ) + Evaluates the probability mass function (PMF) for a planck distribution + with shape parameter `lambda` at a value `x`. + + If provided `NaN` as any argument, the function returns `NaN`. + + If `lambda < 0`, the function returns `NaN`. + + Parameters + ---------- + x: number + Input value. + + lambda: number + Shape parameter. + + Returns + ------- + out: number + Evaluated PMF. + + Examples + -------- + > var y = {{alias}}( 4.0, 0.3 ) + ~0.0781 + > y = {{alias}}( 2.0, 1.7 ) + ~0.0273 + > y = {{alias}}( -1.0, 0.5 ) + 0.0 + > y = {{alias}}( 0.0, NaN ) + NaN + > y = {{alias}}( NaN, 0.5 ) + NaN + // Invalid shape parameter: + > y = {{alias}}( 2.0, -1.0 ) + NaN + + +{{alias}}.factory( lambda ) + Returns a function for evaluating the probability mass function (PMF) of a + planck distribution with shape parameter `lambda`. + + Parameters + ---------- + lambda: number + Shape parameter. + + Returns + ------- + pmf: Function + Probability mass function (PMF). + + Examples + -------- + > var mypmf = {{alias}}.factory( 0.5 ); + > var y = mypmf( 3.0 ) + ~0.0878 + > y = mypmf( 1.0 ) + ~0.2387 + + See Also + -------- diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts new file mode 100644 index 000000000000..8bcf8e942ad4 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts @@ -0,0 +1,117 @@ +/* +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +// TypeScript Version: 4.1 + +/** +* Evaluates the probability mass function (PMF) for a planck distribution. +* +* @param x - input value +* @returns evaluated PMF +*/ +type Unary = ( x: number ) => number; + +/** +* Interface for the probability mass function (PMF) of a planck distribution. +*/ +interface PMF { + /** + * Evaluates the probability mass function (PMF) for a planck distribution with shape parameter `lambda` at a value `x`. + * + * ## Notes + * + * - If `lambda < 0`, the function returns `NaN`. + * + * @param x - input value + * @param lambda - shape parameter + * @returns evaluated PMF + * + * @example + * var y = pmf( 4.0, 0.3 ); + * // returns ~0.0781 + * + * @example + * var y = pmf( 2.0, 1.7 ); + * // returns ~0.0273 + * + * @example + * var y = pmf( -1.0, 2.5 ); + * // returns 0.0 + * + * @example + * var y = pmf( 0.0, NaN ); + * // returns NaN + * + * @example + * var y = pmf( NaN, 0.5 ); + * // returns NaN + * + * @example + * // Invalid shape parameter: + * var y = pmf( 2.0, -1.0 ); + * // returns NaN + */ + ( x: number, lambda: number ): number; + + /** + * Returns a function for evaluating the probability mass function (PMF) for a planck distribution with shape parameter `lambda`. + * + * @param lambda - shape parameter + * @returns PMF + * + * @example + * var pmf = factory( 0.5 ); + * var y = pmf( 3.0 ); + * // returns ~0.0879 + * + * y = pmf( 1.0 ); + * // returns ~0.2386 + */ + factory( lambda: number ): Unary; +} + +/** +* Planck distribution probability mass function (PMF). +* +* @param x - input value +* @param lambda - shape parameter +* @returns evaluated PMF +* +* @example +* var y = pmf( 4.0, 0.3 ); +* // returns ~0.0781 +* +* y = pmf( 2.0, 1.7 ); +* // returns ~0.0273 +* +* y = pmf( -1.0, 0.5 ); +* // returns 0.0 +* +* var mypmf = pmf.factory( 0.5 ); +* y = mypmf( 3.0 ); +* // returns ~0.0878 +* +* y = mypmf( 1.0 ); +* // returns ~0.2387 +*/ +declare var pmf: PMF; + + +// EXPORTS // + +export = pmf; diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/test.ts b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/test.ts new file mode 100644 index 000000000000..b14e05356b9e --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/test.ts @@ -0,0 +1,98 @@ +/* +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +import pmf = require( './index' ); + + +// TESTS // + +// The function returns a number... +{ + pmf( 2, 0.4 ); // $ExpectType number + pmf( 1, 0.2 ); // $ExpectType number +} + +// The compiler throws an error if the function is provided values other than two numbers... +{ + pmf( true, 0.3 ); // $ExpectError + pmf( false, 0.2 ); // $ExpectError + pmf( '5', 0.1 ); // $ExpectError + pmf( [], 0.1 ); // $ExpectError + pmf( {}, 0.4 ); // $ExpectError + pmf( ( x: number ): number => x, 0.2 ); // $ExpectError + + pmf( 0, true ); // $ExpectError + pmf( 1, false ); // $ExpectError + pmf( 0, '5' ); // $ExpectError + pmf( 1, [] ); // $ExpectError + pmf( 2, {} ); // $ExpectError + pmf( 3, ( x: number ): number => x ); // $ExpectError +} + +// The compiler throws an error if the function is provided an unsupported number of arguments... +{ + pmf(); // $ExpectError + pmf( 0 ); // $ExpectError + pmf( 1, 0.3, 4 ); // $ExpectError +} + +// Attached to main export is a `factory` method which returns a function... +{ + pmf.factory( 0.4 ); // $ExpectType Unary +} + +// The `factory` method returns a function which returns a number... +{ + const fcn = pmf.factory( 0.4 ); + fcn( 2 ); // $ExpectType number +} + +// The compiler throws an error if the function returned by the `factory` method is provided an invalid argument... +{ + const fcn = pmf.factory( 0.4 ); + fcn( true ); // $ExpectError + fcn( false ); // $ExpectError + fcn( '5' ); // $ExpectError + fcn( [] ); // $ExpectError + fcn( {} ); // $ExpectError + fcn( ( x: number ): number => x ); // $ExpectError +} + +// The compiler throws an error if the function returned by the `factory` method is provided an unsupported number of arguments... +{ + const fcn = pmf.factory( 0.4 ); + fcn(); // $ExpectError + fcn( 2, 0 ); // $ExpectError + fcn( 2, 0, 1 ); // $ExpectError +} + +// The compiler throws an error if the `factory` method is provided a value other than a number... +{ + pmf.factory( true ); // $ExpectError + pmf.factory( false ); // $ExpectError + pmf.factory( '5' ); // $ExpectError + pmf.factory( [] ); // $ExpectError + pmf.factory( {} ); // $ExpectError + pmf.factory( ( x: number ): number => x ); // $ExpectError +} + +// The compiler throws an error if the `factory` method is provided an unsupported number of arguments... +{ + pmf.factory( 0, 0.2 ); // $ExpectError + pmf.factory( 0, 0.4, 8 ); // $ExpectError +} diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js new file mode 100644 index 000000000000..3f9d34932268 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js @@ -0,0 +1,35 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +var randu = require( '@stdlib/random/base/randu' ); +var round = require( '@stdlib/math/base/special/round' ); +var pmf = require( './../lib' ); + +var lambda; +var x; +var y; +var i; + +for ( i = 0; i < 10; i++ ) { + x = round( randu() * 5.0 ); + lambda = randu(); + y = pmf( x, lambda ); + console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x, lambda.toFixed( 4 ), y.toFixed( 4 ) ); +} diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js new file mode 100644 index 000000000000..ab9d8b4895b8 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js @@ -0,0 +1,80 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +// MODULES // + +var isNonNegativeInteger = require( '@stdlib/math/base/assert/is-nonnegative-integer' ); +var constantFunction = require( '@stdlib/utils/constant-function' ); +var isnan = require( '@stdlib/math/base/assert/is-nan' ); +var exp = require( '@stdlib/math/base/special/exp' ); + + +// MAIN // + +/** +* Returns a function for evaluating the probability mass function (PMF) for a planck distribution with shape parameter `lambda`. +* +* @param {Probability} lambda - shape parameter +* @returns {Function} PMF +* +* @example +* var pmf = factory( 0.5 ); +* var y = pmf( 3.0 ); +* // returns ~0.0878 +* +* y = pmf( 1.0 ); +* // returns ~0.2387 +*/ +function factory( lambda ) { + if ( isnan( lambda ) || lambda < 0.0 ) { + return constantFunction( NaN ); + } + return pmf; + + /** + * Evaluates the probability mass function (PMF) for a planck distribution. + * + * @private + * @param {number} x - input value + * @returns {Probability} evaluated PMF + * + * @example + * var y = pmf( 2.0 ); + * // returns + */ + function pmf( x ) { + var temp1; + var temp2; + if ( isnan( x ) ) { + return NaN; + } + if ( isNonNegativeInteger( x ) ) { + temp1 = exp( -lambda ); + temp2 = exp( -lambda * x ); + return ( 1 - temp1 ) * temp2; + } + return 0.0; + } +} + + +// EXPORTS // + +module.exports = factory; diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/index.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/index.js new file mode 100644 index 000000000000..0ce9aec60a0f --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/index.js @@ -0,0 +1,60 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +/** +* Planck distribution probability mass function (PMF). +* +* @module @stdlib/stats/base/dists/planck/pmf +* +* @example +* var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); +* +* var y = pmf( 4.0, 0.3 ); +* // returns ~0.0781 +* +* y = pmf( 2.0, 1.7 ); +* // returns ~0.0273 +* +* y = pmf( -1.0, 0.5 ); +* // returns 0.0 +* +* var mypmf = pmf.factory( 0.5 ); +* y = mypmf( 3.0 ); +* // returns ~0.0878 +* +* y = mypmf( 1.0 ); +* // returns ~0.2387 +*/ + +// MODULES // + +var setReadOnly = require( '@stdlib/utils/define-nonenumerable-read-only-property' ); +var main = require( './main.js' ); +var factory = require( './factory.js' ); + + +// MAIN // + +setReadOnly( main, 'factory', factory ); + + +// EXPORTS // + +module.exports = main; diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js new file mode 100644 index 000000000000..4ade19e885ee --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js @@ -0,0 +1,79 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +// MODULES // + +var isNonNegativeInteger = require( '@stdlib/math/base/assert/is-nonnegative-integer' ); +var isnan = require( '@stdlib/math/base/assert/is-nan' ); +var exp = require( '@stdlib/math/base/special/exp' ); + + +// MAIN // + +/** +* Evaluates the probability mass function (PMF) for a planck distribution with shape parameter `lambda` at a value `x`. +* +* @param {number} x - input value +* @param {Probability} lambda - shape parameter +* @returns {Probability} evaluated PMF +* +* @example +* var y = pmf( 4.0, 0.3 ); +* // returns ~0.0781 +* +* @example +* var y = pmf( 2.0, 1.7 ); +* // returns ~0.0273 +* +* @example +* var y = pmf( -1.0, 2.5 ); +* // returns 0.0 +* +* @example +* var y = pmf( 0.0, NaN ); +* // returns NaN +* +* @example +* var y = pmf( NaN, 0.5 ); +* // returns NaN +* +* @example +* // Invalid shape parameter: +* var y = pmf( 2.0, -1.0 ); +* // returns NaN +*/ +function pmf( x, lambda ) { + var temp1; + var temp2; + if ( isnan( x ) || isnan( lambda ) || lambda < 0.0 ) { + return NaN; + } + if ( isNonNegativeInteger( x ) ) { + temp1 = exp( -lambda ); + temp2 = exp( -lambda * x ); + return ( 1 - temp1 ) * temp2; + } + return 0.0; +} + + +// EXPORTS // + +module.exports = pmf; diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json new file mode 100644 index 000000000000..41c2b16704be --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json @@ -0,0 +1,65 @@ +{ + "name": "@stdlib/stats/base/dists/planck/pmf", + "version": "0.0.0", + "description": "Planck distribution probability mass function (PMF).", + "license": "Apache-2.0", + "author": { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + }, + "contributors": [ + { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + } + ], + "main": "./lib", + "directories": { + "benchmark": "./benchmark", + "doc": "./docs", + "example": "./examples", + "lib": "./lib", + "test": "./test" + }, + "types": "./docs/types", + "scripts": {}, + "homepage": "https://github.com/stdlib-js/stdlib", + "repository": { + "type": "git", + "url": "git://github.com/stdlib-js/stdlib.git" + }, + "bugs": { + "url": "https://github.com/stdlib-js/stdlib/issues" + }, + "dependencies": {}, + "devDependencies": {}, + "engines": { + "node": ">=0.10.0", + "npm": ">2.7.0" + }, + "os": [ + "aix", + "darwin", + "freebsd", + "linux", + "macos", + "openbsd", + "sunos", + "win32", + "windows" + ], + "keywords": [ + "stdlib", + "stdmath", + "statistics", + "stats", + "distribution", + "dist", + "probability", + "pmf", + "discrete distribution", + "planck", + "univariate", + "discrete" + ] +} diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js new file mode 100644 index 000000000000..5b941d45815f --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js @@ -0,0 +1,127 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var isnan = require( '@stdlib/math/base/assert/is-nan' ); +var PINF = require( '@stdlib/constants/float64/pinf' ); +var factory = require( './../lib/factory.js' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof factory, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function returns a function', function test( t ) { + var pmf = factory( 0.5 ); + t.equal( typeof pmf, 'function', 'returns a function' ); + t.end(); +}); + +tape( 'if provided `NaN` for any parameter, the created function returns `NaN`', function test( t ) { + var pmf; + var y; + + pmf = factory( 0.5 ); + y = pmf( NaN ); + t.equal( isnan( y ), true, 'returns NaN' ); + + pmf = factory( NaN ); + y = pmf( 0.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + t.end(); +}); + +tape( 'if provided a finite `lambda`, the function returns a function which returns `0` when provided `+infinity` for `x`', function test( t ) { + var pmf; + var y; + + pmf = factory( 1.0 ); + y = pmf( PINF ); + t.equal( y, 0.0, 'returns 0' ); + + t.end(); +}); + +tape( 'if provided a finite `lambda`, the function returns a function which returns `0` when provided a negative integer for `x`', function test( t ) { + var pmf; + var y; + + pmf = factory( 0.4 ); + y = pmf( -4.0 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( -1.0 ); + t.equal( y, 0.0, 'returns 0' ); + + t.end(); +}); + +tape( 'if provided a finite `lambda`, the function returns a function which returns `0` when provided a non-integer for `x`', function test( t ) { + var pmf; + var y; + + pmf = factory( 0.4 ); + y = pmf( 1.3 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( 1.4 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( 3.2 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( 4.8 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( -1.2 ); + t.equal( y, 0.0, 'returns 0' ); + + t.end(); +}); + +tape( 'if provided a `lambda` which is negative, the created function always returns `NaN`', function test( t ) { + var pmf; + var y; + + pmf = factory( -1.5 ); + + y = pmf( 2.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + y = pmf( 0.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + pmf = factory( 1.2 ); + + y = pmf( 2.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + y = pmf( 0.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + t.end(); +}); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.js new file mode 100644 index 000000000000..bbf5e7fc9af3 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.js @@ -0,0 +1,38 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var pmf = require( './../lib' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof pmf, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'attached to the main export is a factory method for generating `pmf` functions', function test( t ) { + t.equal( typeof pmf.factory, 'function', 'exports a factory method' ); + t.end(); +}); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js new file mode 100644 index 000000000000..59bb3608a4d2 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js @@ -0,0 +1,87 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var isnan = require( '@stdlib/math/base/assert/is-nan' ); +var PINF = require( '@stdlib/constants/float64/pinf' ); +var pmf = require( './../lib' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof pmf, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'if provided `NaN` for any parameter, the function returns `NaN`', function test( t ) { + var y = pmf( NaN, 1.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + y = pmf( 0.0, NaN ); + t.equal( isnan( y ), true, 'returns NaN' ); + t.end(); +}); + +tape( 'if provided `+infinity` for `x` and a valid `lambda`, the function returns `0`', function test( t ) { + var y = pmf( PINF, 0.01 ); + t.equal( y, 0.0, 'returns 0' ); + t.end(); +}); + +tape( 'if provided a negative integer for `x` and a valid `lambda`, the function returns `0`', function test( t ) { + var y = pmf( -20.0, 0.5 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( -4.0, 1.5 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( -1.0, 2.5 ); + t.equal( y, 0.0, 'returns 0' ); + + t.end(); +}); + +tape( 'if provided a non-integer for `x` and a valid `lambda`, the function returns `0`', function test( t ) { + var y = pmf( -1.3, 0.5 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( 2.4, 0.5 ); + t.equal( y, 0.0, 'returns 0' ); + + y = pmf( 0.5, 0.5 ); + t.equal( y, 0.0, 'returns 0' ); + + t.end(); +}); + +tape( 'if provided a shape parameter `lambda` which is negative, the function always returns `NaN`', function test( t ) { + var y; + + y = pmf( 2.0, -1.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + y = pmf( 0.0, -1.5 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + t.end(); +}); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js b/lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js new file mode 100644 index 000000000000..d28e43259938 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js @@ -0,0 +1,40 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2024 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. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var objectKeys = require( '@stdlib/utils/keys' ); +var planck = require( './../lib' ); + + +// TESTS // + +tape( 'main export is an object', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof planck, 'object', 'main export is an object' ); + t.end(); +}); + +tape( 'the exported object contains planck distribution functions', function test( t ) { + var keys = objectKeys( planck ); + t.equal( keys.length > 0, true, 'has keys' ); + t.end(); +}); From c8e36262c275d33559097f63be8b19c37112303e Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Sat, 14 Dec 2024 00:59:52 +0530 Subject: [PATCH 02/14] test: fix the invalid tests --- .../stats/base/dists/planck/pmf/test/test.factory.js | 8 -------- 1 file changed, 8 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js index 5b941d45815f..2149c317a2de 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js @@ -115,13 +115,5 @@ tape( 'if provided a `lambda` which is negative, the created function always ret y = pmf( 0.0 ); t.equal( isnan( y ), true, 'returns NaN' ); - pmf = factory( 1.2 ); - - y = pmf( 2.0 ); - t.equal( isnan( y ), true, 'returns NaN' ); - - y = pmf( 0.0 ); - t.equal( isnan( y ), true, 'returns NaN' ); - t.end(); }); From c81fe33d26cc3760b675e7b60c22050be15bd1d7 Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Sun, 15 Dec 2024 20:32:38 +0530 Subject: [PATCH 03/14] test: add test for large and small shape parameter --- .../planck/pmf/test/fixtures/python/REQUIRE | 3 + .../test/fixtures/python/large_lambda.json | 3008 +++++++++++++++++ .../planck/pmf/test/fixtures/python/runner.py | 75 + .../test/fixtures/python/small_lambda.json | 3008 +++++++++++++++++ .../dists/planck/pmf/test/test.factory.js | 62 + .../base/dists/planck/pmf/test/test.pmf.js | 60 +- 6 files changed, 6215 insertions(+), 1 deletion(-) create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py create mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE new file mode 100644 index 000000000000..3e280495db1a --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE @@ -0,0 +1,3 @@ +numpy 2.2.0 +scipy 1.14.1 +python 3.10.12 \ No newline at end of file diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json new file mode 100644 index 000000000000..627741c52c4f --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json @@ -0,0 +1,3008 @@ 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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. + +import numpy as np +from scipy.stats import planck +import json +import os + +def gen(x, lam, name): + """ + Generate fixture data and write to file. + + Parameters + ---------- + x : ndarray + Input values. + lambda : ndarray + Shape parameter. + name : str + Output filename. + + Examples + -------- + >>> x = np.random.rand(1000) * 10 + >>> lam = np.random.rand(1000) + >>> gen(x, lam, "data.json") + """ + # Compute PDF values: + z = np.array([planck.pmf(int(xi), pi) for xi, pi in zip(x, lam)]) + + # Store data to be written to file as a dictionary: + data = { + "x": x.tolist(), + "lambda": lam.tolist(), + "expected": z.tolist() + } + + # Based on the script directory, create an output filepath: + filepath = os.path.join(dir_path, name) + + # Write the data to the output filepath as JSON: + with open(filepath, "w") as outfile: + json.dump(data, outfile, indent=4) + + # Include trailing newline + with open(filepath, "a") as outfile: + outfile.write("\n") + +# Get the directory in which this file resides: +dir_path = os.path.dirname(os.path.abspath(__file__)) + +# Large success probability: +x = np.round(np.random.rand(1000) * 10.0) +lam = (np.random.rand(1000) * 10) + 10 +gen(x, lam, "large_lambda.json") + +# Small success probability: +x = np.round(np.random.rand(1000) * 10.0) +lam = np.random.rand(1000) * 0.5 +gen(x, lam, "small_lambda.json") diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json 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'@stdlib/math/base/special/abs' ); var PINF = require( '@stdlib/constants/float64/pinf' ); +var EPS = require( '@stdlib/constants/float64/eps' ); var factory = require( './../lib/factory.js' ); +// FIXTURES // + +var smallLambda = require( './fixtures/python/small_lambda.json' ); +var largeLambda = require( './fixtures/python/large_lambda.json' ); + + // TESTS // tape( 'main export is a function', function test( t ) { @@ -117,3 +125,57 @@ tape( 'if provided a `lambda` which is negative, the created function always ret t.end(); }); + +tape( 'the created function evaluates the pmf for `x` given small `lambda`', function test( t ) { + var expected; + var lambda; + var delta; + var pmf; + var tol; + var i; + var x; + var y; + + expected = smallLambda.expected; + x = smallLambda.x; + lambda = smallLambda.lambda; + for ( i = 0; i < x.length; i++ ) { + pmf = factory( lambda[i] ); + y = pmf( x[i] ); + if ( y === expected[i] ) { + t.equal( y, expected[i], 'x: '+x[i]+'. lambda: '+lambda[i]+', y: '+y+', expected: '+expected[i] ); + } else { + delta = abs( y - expected[ i ] ); + tol = 2.0 * EPS * abs( expected[ i ] ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + } + } + t.end(); +}); + +tape( 'the created function evaluates the pmf for `x` given large `lambda`', function test( t ) { + var expected; + var lambda; + var delta; + var pmf; + var tol; + var i; + var x; + var y; + + expected = largeLambda.expected; + x = largeLambda.x; + lambda = largeLambda.lambda; + for ( i = 0; i < x.length; i++ ) { + pmf = factory( lambda[i] ); + y = pmf( x[i] ); + if ( y === expected[i] ) { + t.equal( y, expected[i], 'x: '+x[i]+'. lambda: '+lambda[i]+', y: '+y+', expected: '+expected[i] ); + } else { + delta = abs( y - expected[ i ] ); + tol = 2.0 * EPS * abs( expected[ i ] ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + } + } + t.end(); +}); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js index 59bb3608a4d2..4600e94b3e3b 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js @@ -22,8 +22,16 @@ var tape = require( 'tape' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); +var abs = require( '@stdlib/math/base/special/abs' ); var PINF = require( '@stdlib/constants/float64/pinf' ); -var pmf = require( './../lib' ); +var EPS = require( '@stdlib/constants/float64/eps' ); +var pmf = require( './../lib/main.js' ); + + +// FIXTURES // + +var smallLambda = require( './fixtures/python/small_lambda.json' ); +var largeLambda = require( './fixtures/python/large_lambda.json' ); // TESTS // @@ -85,3 +93,53 @@ tape( 'if provided a shape parameter `lambda` which is negative, the function al t.end(); }); + +tape( 'the function evaluates the pmf for `x` given small parameter `lambda`', function test( t ) { + var expected; + var lambda; + var delta; + var tol; + var x; + var y; + var i; + + expected = smallLambda.expected; + x = smallLambda.x; + lambda = smallLambda.lambda; + for ( i = 0; i < x.length; i++ ) { + y = pmf( x[i], lambda[i] ); + if ( y === expected[i] ) { + t.equal( y, expected[i], 'x: '+x[i]+'. lambda:'+lambda[i]+', y: '+y+', expected: '+expected[i] ); + } else { + delta = abs( y - expected[ i ] ); + tol = 2.0 * EPS * abs( expected[ i ] ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + } + } + t.end(); +}); + +tape( 'the function evaluates the pmf for `x` given large parameter `lambda`', function test( t ) { + var expected; + var lambda; + var delta; + var tol; + var x; + var y; + var i; + + expected = largeLambda.expected; + x = largeLambda.x; + lambda = largeLambda.lambda; + for ( i = 0; i < x.length; i++ ) { + y = pmf( x[i], lambda[i] ); + if ( y === expected[i] ) { + t.equal( y, expected[i], 'x: '+x[i]+'. lambda:'+lambda[i]+', y: '+y+', expected: '+expected[i] ); + } else { + delta = abs( y - expected[ i ] ); + tol = 2.0 * EPS * abs( expected[ i ] ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + } + } + t.end(); +}); From b854d88ed81695f711f94957f74e4c929280d019 Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Sun, 15 Dec 2024 21:00:12 +0530 Subject: [PATCH 04/14] fix: change implementation to clear all test --- .../base/dists/planck/pmf/lib/factory.js | 7 +- .../stats/base/dists/planck/pmf/lib/main.js | 7 +- .../test/fixtures/python/large_lambda.json | 3009 +---------------- .../planck/pmf/test/fixtures/python/runner.py | 6 +- .../test/fixtures/python/small_lambda.json | 3009 +---------------- 5 files changed, 9 insertions(+), 6029 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js index ab9d8b4895b8..887781d6ff73 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js @@ -24,6 +24,7 @@ var isNonNegativeInteger = require( '@stdlib/math/base/assert/is-nonnegative-int var constantFunction = require( '@stdlib/utils/constant-function' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var exp = require( '@stdlib/math/base/special/exp' ); +var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // @@ -60,15 +61,11 @@ function factory( lambda ) { * // returns */ function pmf( x ) { - var temp1; - var temp2; if ( isnan( x ) ) { return NaN; } if ( isNonNegativeInteger( x ) ) { - temp1 = exp( -lambda ); - temp2 = exp( -lambda * x ); - return ( 1 - temp1 ) * temp2; + return -expm1( -lambda ) * exp( -lambda * x ); } return 0.0; } diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js index 4ade19e885ee..08e994dc26cc 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js @@ -23,6 +23,7 @@ var isNonNegativeInteger = require( '@stdlib/math/base/assert/is-nonnegative-integer' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var exp = require( '@stdlib/math/base/special/exp' ); +var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // @@ -60,15 +61,11 @@ var exp = require( '@stdlib/math/base/special/exp' ); * // returns NaN */ function pmf( x, lambda ) { - var temp1; - var temp2; if ( isnan( x ) || isnan( lambda ) || lambda < 0.0 ) { return NaN; } if ( isNonNegativeInteger( x ) ) { - temp1 = exp( -lambda ); - temp2 = exp( -lambda * x ); - return ( 1 - temp1 ) * temp2; + return -expm1( -lambda ) * exp( -lambda * x ); } return 0.0; } diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json index 627741c52c4f..3fbdac316ddc 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json +++ 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a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py index e09e09d25de0..d830821bcb96 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py @@ -16,10 +16,10 @@ # See the License for the specific language governing permissions and # limitations under the License. +import os +import json import numpy as np from scipy.stats import planck -import json -import os def gen(x, lam, name): """ @@ -55,7 +55,7 @@ def gen(x, lam, name): # Write the data to the output filepath as JSON: with open(filepath, "w") as outfile: - json.dump(data, outfile, indent=4) + json.dump(data, outfile) # Include trailing newline with open(filepath, "a") as outfile: diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json index a9116c5b14fa..28d985b2c055 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json @@ -1,3008 +1 @@ -{ - "x": [ - 2.0, - 5.0, - 9.0, - 9.0, - 9.0, - 5.0, - 2.0, - 3.0, - 6.0, - 0.0, - 7.0, - 7.0, - 10.0, - 4.0, - 5.0, - 10.0, - 0.0, - 1.0, - 3.0, - 7.0, - 5.0, - 6.0, - 6.0, - 2.0, - 7.0, - 2.0, - 0.0, - 8.0, - 5.0, - 4.0, - 7.0, - 7.0, - 8.0, - 2.0, - 2.0, - 6.0, - 7.0, - 2.0, - 3.0, - 6.0, - 7.0, - 4.0, - 3.0, - 10.0, - 0.0, - 7.0, - 0.0, - 5.0, - 1.0, - 5.0, - 10.0, - 5.0, - 9.0, - 5.0, - 4.0, - 7.0, - 7.0, - 8.0, - 5.0, - 4.0, - 10.0, - 0.0, - 5.0, - 8.0, - 2.0, - 3.0, - 9.0, - 8.0, - 2.0, - 6.0, - 3.0, - 4.0, - 3.0, - 10.0, - 4.0, - 5.0, - 2.0, - 4.0, - 2.0, - 8.0, - 7.0, - 0.0, - 8.0, - 2.0, - 8.0, - 3.0, - 5.0, - 8.0, - 6.0, - 7.0, - 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e6fce331a4df3a0aca769cfb825143508c88def0 Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Mon, 16 Dec 2024 09:57:12 +0530 Subject: [PATCH 05/14] fix: lint errors --- .../planck/pmf/test/fixtures/python/runner.py | 32 ++++++++++++------- 1 file changed, 20 insertions(+), 12 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py index d830821bcb96..d20f1e76a1fb 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py @@ -1,5 +1,5 @@ -#!/usr/bin/env python - +# !/usr/bin/env python +# # @license Apache-2.0 # # Copyright (c) 2024 The Stdlib Authors. @@ -16,11 +16,18 @@ # See the License for the specific language governing permissions and # limitations under the License. +""" +This script generates fixture data for the Planck distribution's probability mass function (PMF). + +It writes the generated data to JSON files for large and small lambda values. +""" + import os import json import numpy as np from scipy.stats import planck + def gen(x, lam, name): """ Generate fixture data and write to file. @@ -29,7 +36,7 @@ def gen(x, lam, name): ---------- x : ndarray Input values. - lambda : ndarray + lam : ndarray Shape parameter. name : str Output filename. @@ -54,22 +61,23 @@ def gen(x, lam, name): filepath = os.path.join(dir_path, name) # Write the data to the output filepath as JSON: - with open(filepath, "w") as outfile: + with open(filepath, "w", encoding='utf-8') as outfile: json.dump(data, outfile) - + # Include trailing newline - with open(filepath, "a") as outfile: + with open(filepath, "a", encoding='utf-8') as outfile: outfile.write("\n") + # Get the directory in which this file resides: dir_path = os.path.dirname(os.path.abspath(__file__)) # Large success probability: -x = np.round(np.random.rand(1000) * 10.0) -lam = (np.random.rand(1000) * 10) + 10 -gen(x, lam, "large_lambda.json") +x_ = np.round(np.random.rand(1000) * 10.0) +lam_ = (np.random.rand(1000) * 10) + 10 +gen(x_, lam_, "large_lambda.json") # Small success probability: -x = np.round(np.random.rand(1000) * 10.0) -lam = np.random.rand(1000) * 0.5 -gen(x, lam, "small_lambda.json") +x_ = np.round(np.random.rand(1000) * 10.0) +lam_ = np.random.rand(1000) * 0.5 +gen(x_, lam_, "small_lambda.json") From 1e9e606b26dd3547c2fef122a4294aaecd5f86e0 Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Mon, 16 Dec 2024 10:14:41 +0530 Subject: [PATCH 06/14] fix: change type of lambda --- .../@stdlib/stats/base/dists/planck/pmf/lib/factory.js | 2 +- .../@stdlib/stats/base/dists/planck/pmf/lib/main.js | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js index 887781d6ff73..c38e6b77a717 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js @@ -32,7 +32,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); /** * Returns a function for evaluating the probability mass function (PMF) for a planck distribution with shape parameter `lambda`. * -* @param {Probability} lambda - shape parameter +* @param {number} lambda - shape parameter * @returns {Function} PMF * * @example diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js index 08e994dc26cc..a1631fb2d7b2 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js @@ -32,7 +32,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); * Evaluates the probability mass function (PMF) for a planck distribution with shape parameter `lambda` at a value `x`. * * @param {number} x - input value -* @param {Probability} lambda - shape parameter +* @param {number} lambda - shape parameter * @returns {Probability} evaluated PMF * * @example From b05f01f4dfa4a35e52bda2707dae30870f97b11a Mon Sep 17 00:00:00 2001 From: Jaysukh Makvana <111515433+Jaysukh-409@users.noreply.github.com> Date: Mon, 16 Dec 2024 10:49:21 +0530 Subject: [PATCH 07/14] docs: update the condition description Signed-off-by: Jaysukh Makvana <111515433+Jaysukh-409@users.noreply.github.com> --- .../base/dists/planck/pmf/test/fixtures/python/runner.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py index d20f1e76a1fb..e258a688ca6e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py @@ -72,12 +72,12 @@ def gen(x, lam, name): # Get the directory in which this file resides: dir_path = os.path.dirname(os.path.abspath(__file__)) -# Large success probability: +# Large shape paramter: x_ = np.round(np.random.rand(1000) * 10.0) lam_ = (np.random.rand(1000) * 10) + 10 gen(x_, lam_, "large_lambda.json") -# Small success probability: +# Small shape parameter: x_ = np.round(np.random.rand(1000) * 10.0) lam_ = np.random.rand(1000) * 0.5 gen(x_, lam_, "small_lambda.json") From f01e62b9ef9669dc48b905d372d4497174cce212 Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Wed, 18 Dec 2024 19:41:26 +0530 Subject: [PATCH 08/14] fix: apply code review suggestion --- .../stats/base/dists/planck/pmf/README.md | 15 +++++++------- .../dists/planck/pmf/benchmark/benchmark.js | 14 ++++++------- .../stats/base/dists/planck/pmf/docs/repl.txt | 4 ++-- .../dists/planck/pmf/docs/types/index.d.ts | 8 ++++---- .../base/dists/planck/pmf/examples/index.js | 9 +++++---- .../base/dists/planck/pmf/lib/factory.js | 4 ++-- .../stats/base/dists/planck/pmf/lib/main.js | 2 +- .../planck/pmf/test/fixtures/python/REQUIRE | 2 +- .../dists/planck/pmf/test/test.factory.js | 20 +++++++++---------- .../base/dists/planck/pmf/test/test.pmf.js | 16 +++++++-------- 10 files changed, 48 insertions(+), 46 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md index a0fec32151b8..2e1e47879205 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md @@ -24,7 +24,7 @@ limitations under the License.
-The [probability mass function][pmf] (PMF) for a planck random variable is defined as +The [probability mass function][pmf] (PMF) for a Planck random variable is defined as @@ -50,7 +50,7 @@ var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); #### pmf( x, p ) -Evaluates the [probability mass function][pmf] (PMF) of a planck distribution with shape parameter `lambda`. +Evaluates the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `lambda`. ```javascript var y = pmf( 4.0, 0.3 ); @@ -82,7 +82,7 @@ var y = pmf( 2.0, -1.0 ); #### pmf.factory( p ) -Returns a function for evaluating the [probability mass function][pmf] (PMF) of a planck distribution with shape parameter `lambda`. +Returns a function for evaluating the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `lambda`. ```javascript var mypmf = pmf.factory( 0.5 ); @@ -104,8 +104,8 @@ y = mypmf( 1.0 ); ```javascript +var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); var randu = require( '@stdlib/random/base/randu' ); -var round = require( '@stdlib/math/base/special/round' ); var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); var lambda; @@ -113,11 +113,12 @@ var x; var y; var i; +x = discreteUniform( 10, 0, 5 ); + for ( i = 0; i < 10; i++ ) { - x = round( randu() * 5.0 ); lambda = randu(); - y = pmf( x, lambda ); - console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x, lambda.toFixed( 4 ), y.toFixed( 4 ) ); + y = pmf( x[ i ], lambda ); + console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda.toFixed( 4 ), y.toFixed( 4 ) ); } ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js index 5a1611ead5bb..5b95cdd60ee7 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js @@ -21,10 +21,9 @@ // MODULES // var bench = require( '@stdlib/bench' ); +var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); var randu = require( '@stdlib/random/base/randu' ); -var round = require( '@stdlib/math/base/special/round' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); -var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; var pmf = require( './../lib' ); @@ -37,11 +36,12 @@ bench( pkg, function benchmark( b ) { var y; var i; + x = discreteUniform( b.iterations, 0, 40 ); + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = round( randu()*40.0 ); - lambda = ( randu()*1.0 ) + EPS; - y = pmf( x, lambda ); + lambda = ( randu()*10.0 ); + y = pmf( x[ i ], lambda ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -61,13 +61,13 @@ bench( pkg+':factory', function benchmark( b ) { var y; var i; + x = discreteUniform( b.iterations, 0, 40 ); lambda = 0.3; mypmf = pmf.factory( lambda ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = randu() * 40.0; - y = mypmf( x ); + y = mypmf( x[ i ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt index 9de6a36bb3a2..4cd7ec2128b6 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt @@ -1,6 +1,6 @@ {{alias}}( x, lambda ) - Evaluates the probability mass function (PMF) for a planck distribution + Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. If provided `NaN` as any argument, the function returns `NaN`. @@ -39,7 +39,7 @@ {{alias}}.factory( lambda ) Returns a function for evaluating the probability mass function (PMF) of a - planck distribution with shape parameter `lambda`. + Planck distribution with shape parameter `lambda`. Parameters ---------- diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts index 8bcf8e942ad4..ce058859c5a6 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts @@ -19,7 +19,7 @@ // TypeScript Version: 4.1 /** -* Evaluates the probability mass function (PMF) for a planck distribution. +* Evaluates the probability mass function (PMF) for a Planck distribution. * * @param x - input value * @returns evaluated PMF @@ -27,11 +27,11 @@ type Unary = ( x: number ) => number; /** -* Interface for the probability mass function (PMF) of a planck distribution. +* Interface for the probability mass function (PMF) of a Planck distribution. */ interface PMF { /** - * Evaluates the probability mass function (PMF) for a planck distribution with shape parameter `lambda` at a value `x`. + * Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. * * ## Notes * @@ -69,7 +69,7 @@ interface PMF { ( x: number, lambda: number ): number; /** - * Returns a function for evaluating the probability mass function (PMF) for a planck distribution with shape parameter `lambda`. + * Returns a function for evaluating the probability mass function (PMF) for a Planck distribution with shape parameter `lambda`. * * @param lambda - shape parameter * @returns PMF diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js index 3f9d34932268..d55201be1538 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js @@ -18,8 +18,8 @@ 'use strict'; +var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); var randu = require( '@stdlib/random/base/randu' ); -var round = require( '@stdlib/math/base/special/round' ); var pmf = require( './../lib' ); var lambda; @@ -27,9 +27,10 @@ var x; var y; var i; +x = discreteUniform( 10, 0, 5 ); + for ( i = 0; i < 10; i++ ) { - x = round( randu() * 5.0 ); lambda = randu(); - y = pmf( x, lambda ); - console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x, lambda.toFixed( 4 ), y.toFixed( 4 ) ); + y = pmf( x[ i ], lambda ); + console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda.toFixed( 4 ), y.toFixed( 4 ) ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js index c38e6b77a717..ae99f1be33fe 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js @@ -30,7 +30,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // /** -* Returns a function for evaluating the probability mass function (PMF) for a planck distribution with shape parameter `lambda`. +* Returns a function for evaluating the probability mass function (PMF) for a Planck distribution with shape parameter `lambda`. * * @param {number} lambda - shape parameter * @returns {Function} PMF @@ -50,7 +50,7 @@ function factory( lambda ) { return pmf; /** - * Evaluates the probability mass function (PMF) for a planck distribution. + * Evaluates the probability mass function (PMF) for a Planck distribution. * * @private * @param {number} x - input value diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js index a1631fb2d7b2..fefc4b8a1328 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js @@ -29,7 +29,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // /** -* Evaluates the probability mass function (PMF) for a planck distribution with shape parameter `lambda` at a value `x`. +* Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. * * @param {number} x - input value * @param {number} lambda - shape parameter diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE index 3e280495db1a..28a74a9652e6 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE @@ -1,3 +1,3 @@ numpy 2.2.0 scipy 1.14.1 -python 3.10.12 \ No newline at end of file +python 3.10.12 diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js index 513fd93a10ab..36f770f0465a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js @@ -140,14 +140,14 @@ tape( 'the created function evaluates the pmf for `x` given small `lambda`', fun x = smallLambda.x; lambda = smallLambda.lambda; for ( i = 0; i < x.length; i++ ) { - pmf = factory( lambda[i] ); - y = pmf( x[i] ); - if ( y === expected[i] ) { - t.equal( y, expected[i], 'x: '+x[i]+'. lambda: '+lambda[i]+', y: '+y+', expected: '+expected[i] ); + pmf = factory( lambda[ i ] ); + y = pmf( x[ i ] ); + if ( y === expected[ i ] ) { + t.equal( y, expected[ i ], 'x: '+x[ i ]+'. lambda: '+lambda[ i ]+', y: '+y+', expected: '+expected[ i ] ); } else { delta = abs( y - expected[ i ] ); tol = 2.0 * EPS * abs( expected[ i ] ); - t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[ i ]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); } } t.end(); @@ -167,14 +167,14 @@ tape( 'the created function evaluates the pmf for `x` given large `lambda`', fun x = largeLambda.x; lambda = largeLambda.lambda; for ( i = 0; i < x.length; i++ ) { - pmf = factory( lambda[i] ); - y = pmf( x[i] ); - if ( y === expected[i] ) { - t.equal( y, expected[i], 'x: '+x[i]+'. lambda: '+lambda[i]+', y: '+y+', expected: '+expected[i] ); + pmf = factory( lambda[ i ] ); + y = pmf( x[ i ] ); + if ( y === expected[ i ] ) { + t.equal( y, expected[ i ], 'x: '+x[ i ]+'. lambda: '+lambda[ i ]+', y: '+y+', expected: '+expected[ i ] ); } else { delta = abs( y - expected[ i ] ); tol = 2.0 * EPS * abs( expected[ i ] ); - t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[ i ]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); } } t.end(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js index 4600e94b3e3b..240370a1da3c 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js @@ -107,13 +107,13 @@ tape( 'the function evaluates the pmf for `x` given small parameter `lambda`', f x = smallLambda.x; lambda = smallLambda.lambda; for ( i = 0; i < x.length; i++ ) { - y = pmf( x[i], lambda[i] ); - if ( y === expected[i] ) { - t.equal( y, expected[i], 'x: '+x[i]+'. lambda:'+lambda[i]+', y: '+y+', expected: '+expected[i] ); + y = pmf( x[ i ], lambda[ i ] ); + if ( y === expected[ i ] ) { + t.equal( y, expected[ i ], 'x: '+x[ i ]+'. lambda:'+lambda[ i ]+', y: '+y+', expected: '+expected[ i ] ); } else { delta = abs( y - expected[ i ] ); tol = 2.0 * EPS * abs( expected[ i ] ); - t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[ i ]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); } } t.end(); @@ -132,13 +132,13 @@ tape( 'the function evaluates the pmf for `x` given large parameter `lambda`', f x = largeLambda.x; lambda = largeLambda.lambda; for ( i = 0; i < x.length; i++ ) { - y = pmf( x[i], lambda[i] ); - if ( y === expected[i] ) { - t.equal( y, expected[i], 'x: '+x[i]+'. lambda:'+lambda[i]+', y: '+y+', expected: '+expected[i] ); + y = pmf( x[ i ], lambda[ i ] ); + if ( y === expected[ i ] ) { + t.equal( y, expected[ i ], 'x: '+x[ i ]+'. lambda:'+lambda[ i ]+', y: '+y+', expected: '+expected[ i ] ); } else { delta = abs( y - expected[ i ] ); tol = 2.0 * EPS * abs( expected[ i ] ); - t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. lambda: '+lambda[ i ]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); } } t.end(); From 5bbe766a38c39c9086f77f2f202f7f1f4c32bec8 Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Thu, 19 Dec 2024 10:37:30 +0530 Subject: [PATCH 09/14] fix: apply code review suggestion --- .../stats/base/dists/planck/pmf/README.md | 8 +-- .../dists/planck/pmf/benchmark/benchmark.js | 16 ++--- .../base/dists/planck/pmf/examples/index.js | 8 +-- .../base/dists/planck/pmf/lib/factory.js | 2 +- .../stats/base/dists/planck/pmf/lib/main.js | 2 +- .../planck/pmf/test/fixtures/python/REQUIRE | 3 - .../test/fixtures/python/large_lambda.json | 2 +- .../planck/pmf/test/fixtures/python/runner.py | 68 ++++++++++--------- .../test/fixtures/python/small_lambda.json | 2 +- 9 files changed, 55 insertions(+), 56 deletions(-) delete mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md index 2e1e47879205..06d509571a08 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md @@ -105,7 +105,7 @@ y = mypmf( 1.0 ); ```javascript var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/array/uniform' ); var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); var lambda; @@ -114,11 +114,11 @@ var y; var i; x = discreteUniform( 10, 0, 5 ); +lambda = uniform( 10, 0.0, 5.0 ); for ( i = 0; i < 10; i++ ) { - lambda = randu(); - y = pmf( x[ i ], lambda ); - console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda.toFixed( 4 ), y.toFixed( 4 ) ); + y = pmf( x[ i ], lambda[ i ] ); + console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda[ i ].toFixed( 4 ), y.toFixed( 4 ) ); } ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js index 5b95cdd60ee7..998530afd2ca 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js @@ -22,7 +22,7 @@ var bench = require( '@stdlib/bench' ); var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var pkg = require( './../package.json' ).name; var pmf = require( './../lib' ); @@ -36,12 +36,12 @@ bench( pkg, function benchmark( b ) { var y; var i; - x = discreteUniform( b.iterations, 0, 40 ); + x = discreteUniform( 100, 0, 40 ); + lambda = uniform( 100, 0.0, 10.0 ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - lambda = ( randu()*10.0 ); - y = pmf( x[ i ], lambda ); + y = pmf( x[ i % x.length ], lambda[ i % lambda.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -55,19 +55,17 @@ bench( pkg, function benchmark( b ) { }); bench( pkg+':factory', function benchmark( b ) { - var lambda; var mypmf; var x; var y; var i; - x = discreteUniform( b.iterations, 0, 40 ); - lambda = 0.3; - mypmf = pmf.factory( lambda ); + x = discreteUniform( 100, 0, 40 ); + mypmf = pmf.factory( 0.3 ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = mypmf( x[ i ] ); + y = mypmf( x[ i % x.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js index d55201be1538..9d58d945a85d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js @@ -19,7 +19,7 @@ 'use strict'; var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/array/uniform' ); var pmf = require( './../lib' ); var lambda; @@ -28,9 +28,9 @@ var y; var i; x = discreteUniform( 10, 0, 5 ); +lambda = uniform( 10, 0.0, 5.0 ); for ( i = 0; i < 10; i++ ) { - lambda = randu(); - y = pmf( x[ i ], lambda ); - console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda.toFixed( 4 ), y.toFixed( 4 ) ); + y = pmf( x[ i ], lambda[ i ] ); + console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda[ i ].toFixed( 4 ), y.toFixed( 4 ) ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js index ae99f1be33fe..f92bc3a1ae97 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js @@ -32,7 +32,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); /** * Returns a function for evaluating the probability mass function (PMF) for a Planck distribution with shape parameter `lambda`. * -* @param {number} lambda - shape parameter +* @param {NonNegativeNumber} lambda - shape parameter * @returns {Function} PMF * * @example diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js index fefc4b8a1328..74a1446c8268 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js @@ -32,7 +32,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); * Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. * * @param {number} x - input value -* @param {number} lambda - shape parameter +* @param {NonNegativeNumber} lambda - shape parameter * @returns {Probability} evaluated PMF * * @example diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE deleted file mode 100644 index 28a74a9652e6..000000000000 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/REQUIRE +++ /dev/null @@ -1,3 +0,0 @@ -numpy 2.2.0 -scipy 1.14.1 -python 3.10.12 diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json index 3fbdac316ddc..28314c273fa7 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/large_lambda.json @@ -1 +1 @@ -{"x": [1.0, 5.0, 9.0, 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b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py index e258a688ca6e..ec577c55fb8e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py @@ -1,4 +1,4 @@ -# !/usr/bin/env python +#!/usr/bin/env python # # @license Apache-2.0 # @@ -16,39 +16,40 @@ # See the License for the specific language governing permissions and # limitations under the License. -""" -This script generates fixture data for the Planck distribution's probability mass function (PMF). - -It writes the generated data to JSON files for large and small lambda values. -""" +"""Generate fixtures.""" import os import json import numpy as np from scipy.stats import planck +# Get the file path: +FILE = os.path.realpath(__file__) + +# Extract the directory in which this file resides: +DIR = os.path.dirname(FILE) + def gen(x, lam, name): """ Generate fixture data and write to file. - Parameters - ---------- - x : ndarray - Input values. - lam : ndarray - Shape parameter. - name : str - Output filename. - - Examples - -------- - >>> x = np.random.rand(1000) * 10 - >>> lam = np.random.rand(1000) - >>> gen(x, lam, "data.json") + # Arguments + + * `x`: input values. + * `lam`: shape parameter. + * `name::str`: output filename. + + # Examples + + ```python + python> x = np.random.rand(1000) * 10 + python> lam = np.random.rand(1000) + python> gen(x, lam, "data.json") + ``` """ # Compute PDF values: - z = np.array([planck.pmf(int(xi), pi) for xi, pi in zip(x, lam)]) + z = np.array(planck.pmf(x, lam)) # Store data to be written to file as a dictionary: data = { @@ -58,7 +59,7 @@ def gen(x, lam, name): } # Based on the script directory, create an output filepath: - filepath = os.path.join(dir_path, name) + filepath = os.path.join(DIR, name) # Write the data to the output filepath as JSON: with open(filepath, "w", encoding='utf-8') as outfile: @@ -69,15 +70,18 @@ def gen(x, lam, name): outfile.write("\n") -# Get the directory in which this file resides: -dir_path = os.path.dirname(os.path.abspath(__file__)) +def main(): + """Generate fixture data.""" + # Large shape paramter: + x = np.round(np.random.rand(1000) * 10.0) + lam = (np.random.rand(1000) * 10) + 10 + gen(x, lam, "large_lambda.json") + + # Small shape parameter: + x = np.round(np.random.rand(1000) * 10.0) + lam = np.random.rand(1000) * 0.5 + gen(x, lam, "small_lambda.json") -# Large shape paramter: -x_ = np.round(np.random.rand(1000) * 10.0) -lam_ = (np.random.rand(1000) * 10) + 10 -gen(x_, lam_, "large_lambda.json") -# Small shape parameter: -x_ = np.round(np.random.rand(1000) * 10.0) -lam_ = np.random.rand(1000) * 0.5 -gen(x_, lam_, "small_lambda.json") +if __name__ == "__main__": + main() diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json index 28d985b2c055..7d604d9fe111 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/small_lambda.json @@ -1 +1 @@ -{"x": [2.0, 6.0, 4.0, 4.0, 1.0, 7.0, 2.0, 6.0, 5.0, 5.0, 9.0, 2.0, 8.0, 7.0, 6.0, 2.0, 7.0, 3.0, 8.0, 1.0, 3.0, 2.0, 3.0, 5.0, 10.0, 8.0, 5.0, 3.0, 6.0, 9.0, 9.0, 3.0, 4.0, 2.0, 3.0, 5.0, 7.0, 8.0, 1.0, 2.0, 5.0, 4.0, 9.0, 5.0, 2.0, 2.0, 5.0, 7.0, 6.0, 7.0, 5.0, 9.0, 8.0, 5.0, 6.0, 6.0, 6.0, 9.0, 5.0, 8.0, 2.0, 6.0, 10.0, 7.0, 0.0, 8.0, 8.0, 7.0, 6.0, 3.0, 0.0, 8.0, 8.0, 7.0, 7.0, 7.0, 2.0, 2.0, 9.0, 4.0, 6.0, 2.0, 9.0, 10.0, 5.0, 2.0, 7.0, 9.0, 7.0, 9.0, 9.0, 9.0, 9.0, 5.0, 8.0, 2.0, 6.0, 1.0, 7.0, 10.0, 6.0, 5.0, 3.0, 4.0, 10.0, 6.0, 8.0, 5.0, 8.0, 4.0, 5.0, 6.0, 2.0, 4.0, 8.0, 7.0, 5.0, 4.0, 9.0, 7.0, 1.0, 8.0, 5.0, 4.0, 9.0, 0.0, 4.0, 9.0, 6.0, 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0.10484446383773606, 0.10349602014783824, 0.029298508657466436, 0.057880052456756946, 0.042346287987968544, 0.21162896907569048, 0.026910094580325537, 0.05963340039152813, 0.046623103826642705, 0.06632163747062267, 0.2250476494871335, 0.020162917519309494, 0.12603578303807716, 0.03462457607003528, 0.03990932310397403, 0.045470521721054306, 0.032262603129737236, 0.06655909928790386, 0.09925269166310341, 0.08170061618299972, 0.022969326849825767, 0.09593914872774519, 0.04357406827621129, 0.02456864136861474, 0.14730465687529523, 0.013450919669650568, 0.05619685872671445, 0.04588325205027237, 0.0689201597219807, 0.11815899446991877, 0.033832009167880976, 0.06982773304213367, 0.042188728585490276, 0.1836387602869647, 0.06677050501976044, 0.06283380513245201, 0.0354113878501439, 0.14113219869534588, 0.047733453351260974, 0.04623049941706179, 0.10515308310029516, 0.06453244613079716, 0.02475477145293721]} From c6fd26b673ae71780b297ee89c822e8c39f9cd0b Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Sat, 21 Dec 2024 21:46:31 +0530 Subject: [PATCH 10/14] docs: update the function argument name --- type: pre_commit_static_analysis_report description: Results of running static analysis checks when committing changes. report: - task: lint_filenames status: passed - task: lint_editorconfig status: passed - task: lint_markdown status: passed - task: lint_package_json status: na - task: lint_repl_help status: na - task: lint_javascript_src status: na - task: lint_javascript_cli status: na - task: lint_javascript_examples status: na - task: lint_javascript_tests status: na - task: lint_javascript_benchmarks status: na - task: lint_python status: na - task: lint_r status: na - task: lint_c_src status: na - task: lint_c_examples status: na - task: lint_c_benchmarks status: na - task: lint_c_tests_fixtures status: na - task: lint_shell status: na - task: lint_typescript_declarations status: na - task: lint_typescript_tests status: na - task: lint_license_headers status: passed --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: - task: run_javascript_examples status: na - task: run_c_examples status: na - task: run_cpp_examples status: na - task: run_javascript_readme_examples status: passed - task: run_c_benchmarks status: na - task: run_cpp_benchmarks status: na - task: run_fortran_benchmarks status: na - task: run_javascript_benchmarks status: na - task: run_julia_benchmarks status: na - task: run_python_benchmarks status: na - task: run_r_benchmarks status: na - task: run_javascript_tests status: na --- --- .../@stdlib/stats/base/dists/planck/pmf/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md index 06d509571a08..0e71af09a7cb 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md @@ -48,7 +48,7 @@ where `lambda > 0` is the shape parameter. The random variable `X` denotes the c var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); ``` -#### pmf( x, p ) +#### pmf( x, lambda ) Evaluates the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `lambda`. @@ -80,7 +80,7 @@ var y = pmf( 2.0, -1.0 ); // returns NaN ``` -#### pmf.factory( p ) +#### pmf.factory( lambda ) Returns a function for evaluating the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `lambda`. From 1d8dd6fce28fd62f546bcce57174ab2a7036b59f Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Wed, 25 Dec 2024 16:53:24 +0530 Subject: [PATCH 11/14] chore: minor clean up --- type: pre_commit_static_analysis_report description: Results of running static analysis checks when committing changes. report: - task: lint_filenames status: passed - task: lint_editorconfig status: passed - task: lint_markdown status: passed - task: lint_package_json status: na - task: lint_repl_help status: passed - task: lint_javascript_src status: passed - task: lint_javascript_cli status: na - task: lint_javascript_examples status: passed - task: lint_javascript_tests status: passed - task: lint_javascript_benchmarks status: passed - task: lint_python status: passed - task: lint_r status: na - task: lint_c_src status: na - task: lint_c_examples status: na - task: lint_c_benchmarks status: na - task: lint_c_tests_fixtures status: na - task: lint_shell status: na - task: lint_typescript_declarations status: passed - task: lint_typescript_tests status: na - task: lint_license_headers status: passed --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: - task: run_javascript_examples status: passed - task: run_c_examples status: na - task: run_cpp_examples status: na - task: run_javascript_readme_examples status: passed - task: run_c_benchmarks status: na - task: run_cpp_benchmarks status: na - task: run_fortran_benchmarks status: na - task: run_javascript_benchmarks status: passed - task: run_julia_benchmarks status: na - task: run_python_benchmarks status: na - task: run_r_benchmarks status: na - task: run_javascript_tests status: passed --- --- .../stats/base/dists/planck/pmf/README.md | 19 ++++++-------- .../dists/planck/pmf/benchmark/benchmark.js | 2 +- .../stats/base/dists/planck/pmf/docs/repl.txt | 14 +++++----- .../dists/planck/pmf/docs/types/index.d.ts | 4 +-- .../base/dists/planck/pmf/examples/index.js | 13 ++++------ .../base/dists/planck/pmf/lib/factory.js | 6 ++--- .../stats/base/dists/planck/pmf/lib/main.js | 6 ++--- .../planck/pmf/test/fixtures/python/runner.py | 2 +- .../dists/planck/pmf/test/test.factory.js | 26 +++++++++---------- .../base/dists/planck/pmf/test/test.pmf.js | 24 ++++++++--------- 10 files changed, 55 insertions(+), 61 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md index 0e71af09a7cb..c48529d11b8d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md @@ -34,7 +34,7 @@ The [probability mass function][pmf] (PMF) for a Planck random variable is defin -where `lambda > 0` is the shape parameter. The random variable `X` denotes the count of events in a quantized system. +where `λ` is the shape parameter. The random variable `X` denotes the count of events in a quantized system.
@@ -73,7 +73,7 @@ y = pmf( 0.0, NaN ); // returns NaN ``` -If provided a shape parameter `lambda` which is negative number, the function returns `NaN`. +If provided a shape parameter `lambda` which is nonpositive number, the function returns `NaN`. ```javascript var y = pmf( 2.0, -1.0 ); @@ -82,7 +82,7 @@ var y = pmf( 2.0, -1.0 ); #### pmf.factory( lambda ) -Returns a function for evaluating the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `lambda`. +Returns a function for evaluating the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `λ`. ```javascript var mypmf = pmf.factory( 0.5 ); @@ -108,17 +108,14 @@ var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); var uniform = require( '@stdlib/random/array/uniform' ); var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); -var lambda; -var x; +var lambda = uniform( 10, 0.1, 5.0 ); +var x = discreteUniform( 10, 0, 5 ); + var y; var i; - -x = discreteUniform( 10, 0, 5 ); -lambda = uniform( 10, 0.0, 5.0 ); - -for ( i = 0; i < 10; i++ ) { +for ( i = 0; i < lambda.length; i++ ) { y = pmf( x[ i ], lambda[ i ] ); - console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda[ i ].toFixed( 4 ), y.toFixed( 4 ) ); + console.log( 'x: %d, λ: %d, P(X = x; λ): %d', x[ i ], lambda[ i ].toFixed( 4 ), y.toFixed( 4 ) ); } ``` diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js index 998530afd2ca..8f800afe5bfd 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/benchmark/benchmark.js @@ -37,7 +37,7 @@ bench( pkg, function benchmark( b ) { var i; x = discreteUniform( 100, 0, 40 ); - lambda = uniform( 100, 0.0, 10.0 ); + lambda = uniform( 100, 0.1, 10.0 ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt index 4cd7ec2128b6..54c7955b12ea 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt @@ -1,18 +1,18 @@ -{{alias}}( x, lambda ) +{{alias}}( x, λ ) Evaluates the probability mass function (PMF) for a Planck distribution - with shape parameter `lambda` at a value `x`. + with shape parameter `λ` at a value `x`. If provided `NaN` as any argument, the function returns `NaN`. - If `lambda < 0`, the function returns `NaN`. + If `λ <= 0`, the function returns `NaN`. Parameters ---------- x: number Input value. - lambda: number + λ: number Shape parameter. Returns @@ -37,13 +37,13 @@ NaN -{{alias}}.factory( lambda ) +{{alias}}.factory( λ ) Returns a function for evaluating the probability mass function (PMF) of a - Planck distribution with shape parameter `lambda`. + Planck distribution with shape parameter `λ`. Parameters ---------- - lambda: number + λ: number Shape parameter. Returns diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts index ce058859c5a6..9cb7837dd18a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts @@ -31,11 +31,11 @@ type Unary = ( x: number ) => number; */ interface PMF { /** - * Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. + * Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `λ` at a value `x`. * * ## Notes * - * - If `lambda < 0`, the function returns `NaN`. + * - If `λ <= 0`, the function returns `NaN`. * * @param x - input value * @param lambda - shape parameter diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js index 9d58d945a85d..f8884c94b160 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/examples/index.js @@ -22,15 +22,12 @@ var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); var uniform = require( '@stdlib/random/array/uniform' ); var pmf = require( './../lib' ); -var lambda; -var x; +var x = discreteUniform( 10, 0, 5 ); +var lambda = uniform( 10, 0.1, 5.0 ); + var y; var i; - -x = discreteUniform( 10, 0, 5 ); -lambda = uniform( 10, 0.0, 5.0 ); - -for ( i = 0; i < 10; i++ ) { +for ( i = 0; i < lambda.length; i++ ) { y = pmf( x[ i ], lambda[ i ] ); - console.log( 'x: %d, lambda: %d, P( X = x; lambda ): %d', x[ i ], lambda[ i ].toFixed( 4 ), y.toFixed( 4 ) ); + console.log( 'x: %d, λ: %d, P(X = x; λ): %d', x[ i ], lambda[ i ].toFixed( 4 ), y.toFixed( 4 ) ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js index f92bc3a1ae97..3dffb7f4fc72 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js @@ -30,9 +30,9 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // /** -* Returns a function for evaluating the probability mass function (PMF) for a Planck distribution with shape parameter `lambda`. +* Returns a function for evaluating the probability mass function (PMF) for a Planck distribution with shape parameter `λ`. * -* @param {NonNegativeNumber} lambda - shape parameter +* @param {PositiveNumber} lambda - shape parameter * @returns {Function} PMF * * @example @@ -44,7 +44,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); * // returns ~0.2387 */ function factory( lambda ) { - if ( isnan( lambda ) || lambda < 0.0 ) { + if ( isnan( lambda ) || lambda <= 0.0 ) { return constantFunction( NaN ); } return pmf; diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js index 74a1446c8268..1a408c119426 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js @@ -29,10 +29,10 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // /** -* Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. +* Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `λ` at a value `x`. * * @param {number} x - input value -* @param {NonNegativeNumber} lambda - shape parameter +* @param {PositiveNumber} lambda - shape parameter * @returns {Probability} evaluated PMF * * @example @@ -61,7 +61,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); * // returns NaN */ function pmf( x, lambda ) { - if ( isnan( x ) || isnan( lambda ) || lambda < 0.0 ) { + if ( isnan( x ) || isnan( lambda ) || lambda <= 0.0 ) { return NaN; } if ( isNonNegativeInteger( x ) ) { diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py index ec577c55fb8e..ba57a9ec2252 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py @@ -65,7 +65,7 @@ def gen(x, lam, name): with open(filepath, "w", encoding='utf-8') as outfile: json.dump(data, outfile) - # Include trailing newline + # Include trailing newline: with open(filepath, "a", encoding='utf-8') as outfile: outfile.write("\n") diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js index 36f770f0465a..9026eb0d3ef7 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.factory.js @@ -54,11 +54,11 @@ tape( 'if provided `NaN` for any parameter, the created function returns `NaN`', pmf = factory( 0.5 ); y = pmf( NaN ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); pmf = factory( NaN ); y = pmf( 0.0 ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); t.end(); }); @@ -69,7 +69,7 @@ tape( 'if provided a finite `lambda`, the function returns a function which retu pmf = factory( 1.0 ); y = pmf( PINF ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); t.end(); }); @@ -80,10 +80,10 @@ tape( 'if provided a finite `lambda`, the function returns a function which retu pmf = factory( 0.4 ); y = pmf( -4.0 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( -1.0 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); t.end(); }); @@ -94,34 +94,34 @@ tape( 'if provided a finite `lambda`, the function returns a function which retu pmf = factory( 0.4 ); y = pmf( 1.3 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( 1.4 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( 3.2 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( 4.8 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( -1.2 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); t.end(); }); -tape( 'if provided a `lambda` which is negative, the created function always returns `NaN`', function test( t ) { +tape( 'if provided a `lambda` which is nonpositive, the created function always returns `NaN`', function test( t ) { var pmf; var y; pmf = factory( -1.5 ); y = pmf( 2.0 ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); y = pmf( 0.0 ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); t.end(); }); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js index 240370a1da3c..9c4d72dd2c53 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/test.pmf.js @@ -44,52 +44,52 @@ tape( 'main export is a function', function test( t ) { tape( 'if provided `NaN` for any parameter, the function returns `NaN`', function test( t ) { var y = pmf( NaN, 1.0 ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); y = pmf( 0.0, NaN ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); t.end(); }); tape( 'if provided `+infinity` for `x` and a valid `lambda`, the function returns `0`', function test( t ) { var y = pmf( PINF, 0.01 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); t.end(); }); tape( 'if provided a negative integer for `x` and a valid `lambda`, the function returns `0`', function test( t ) { var y = pmf( -20.0, 0.5 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( -4.0, 1.5 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( -1.0, 2.5 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); t.end(); }); tape( 'if provided a non-integer for `x` and a valid `lambda`, the function returns `0`', function test( t ) { var y = pmf( -1.3, 0.5 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( 2.4, 0.5 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); y = pmf( 0.5, 0.5 ); - t.equal( y, 0.0, 'returns 0' ); + t.equal( y, 0.0, 'returns expected value' ); t.end(); }); -tape( 'if provided a shape parameter `lambda` which is negative, the function always returns `NaN`', function test( t ) { +tape( 'if provided a shape parameter `lambda` which is nonpositive, the function always returns `NaN`', function test( t ) { var y; y = pmf( 2.0, -1.0 ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); y = pmf( 0.0, -1.5 ); - t.equal( isnan( y ), true, 'returns NaN' ); + t.equal( isnan( y ), true, 'returns expected value' ); t.end(); }); From 704afdd52c24aa995397f0bf217ce1fd82c7cc0e Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Wed, 25 Dec 2024 17:06:19 +0530 Subject: [PATCH 12/14] chore: clean-up --- type: pre_commit_static_analysis_report description: Results of running static analysis checks when committing changes. report: - task: lint_filenames status: passed - task: lint_editorconfig status: passed - task: lint_markdown status: na - task: lint_package_json status: na - task: lint_repl_help status: na - task: lint_javascript_src status: passed - task: lint_javascript_cli status: na - task: lint_javascript_examples status: na - task: lint_javascript_tests status: na - task: lint_javascript_benchmarks status: na - task: lint_python status: na - task: lint_r status: na - task: lint_c_src status: na - task: lint_c_examples status: na - task: lint_c_benchmarks status: na - task: lint_c_tests_fixtures status: na - task: lint_shell status: na - task: lint_typescript_declarations status: na - task: lint_typescript_tests status: na - task: lint_license_headers status: passed --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: - task: run_javascript_examples status: na - task: run_c_examples status: na - task: run_cpp_examples status: na - task: run_javascript_readme_examples status: na - task: run_c_benchmarks status: na - task: run_cpp_benchmarks status: na - task: run_fortran_benchmarks status: na - task: run_javascript_benchmarks status: na - task: run_julia_benchmarks status: na - task: run_python_benchmarks status: na - task: run_r_benchmarks status: na - task: run_javascript_tests status: na --- --- .../@stdlib/stats/base/dists/planck/pmf/lib/factory.js | 2 +- .../@stdlib/stats/base/dists/planck/pmf/lib/main.js | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js index 3dffb7f4fc72..c3e54f775d33 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/factory.js @@ -30,7 +30,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // /** -* Returns a function for evaluating the probability mass function (PMF) for a Planck distribution with shape parameter `λ`. +* Returns a function for evaluating the probability mass function (PMF) for a Planck distribution with shape parameter `lambda`. * * @param {PositiveNumber} lambda - shape parameter * @returns {Function} PMF diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js index 1a408c119426..4aab9c1bb577 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/lib/main.js @@ -29,7 +29,7 @@ var expm1 = require( '@stdlib/math/base/special/expm1' ); // MAIN // /** -* Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `λ` at a value `x`. +* Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. * * @param {number} x - input value * @param {PositiveNumber} lambda - shape parameter From 3ed970595e7f59b92c050c53c0463d1c8918c9f1 Mon Sep 17 00:00:00 2001 From: Jaysukh Makvana <111515433+Jaysukh-409@users.noreply.github.com> Date: Wed, 25 Dec 2024 17:11:00 +0530 Subject: [PATCH 13/14] chore: update docs Signed-off-by: Jaysukh Makvana <111515433+Jaysukh-409@users.noreply.github.com> --- .../@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts index 9cb7837dd18a..789bdfa4012e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/types/index.d.ts @@ -31,11 +31,11 @@ type Unary = ( x: number ) => number; */ interface PMF { /** - * Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `λ` at a value `x`. + * Evaluates the probability mass function (PMF) for a Planck distribution with shape parameter `lambda` at a value `x`. * * ## Notes * - * - If `λ <= 0`, the function returns `NaN`. + * - If `lambda <= 0`, the function returns `NaN`. * * @param x - input value * @param lambda - shape parameter From 47f2614636da56cdf2e54e0f25a1f3abc57e6f09 Mon Sep 17 00:00:00 2001 From: Athan Reines Date: Thu, 26 Dec 2024 01:49:31 -0800 Subject: [PATCH 14/14] chore: clean-up and remove namespace files --- type: pre_commit_static_analysis_report description: Results of running static analysis checks when committing changes. report: - task: lint_filenames status: passed - task: lint_editorconfig status: passed - task: lint_markdown status: passed - task: lint_package_json status: passed - task: lint_repl_help status: passed - task: lint_javascript_src status: na - task: lint_javascript_cli status: na - task: lint_javascript_examples status: na - task: lint_javascript_tests status: na - task: lint_javascript_benchmarks status: na - task: lint_python status: missing_dependencies - task: lint_r status: na - task: lint_c_src status: na - task: lint_c_examples status: na - task: lint_c_benchmarks status: na - task: lint_c_tests_fixtures status: na - task: lint_shell status: na - task: lint_typescript_declarations status: na - task: lint_typescript_tests status: na - task: lint_license_headers status: passed --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: - task: run_javascript_examples status: na - task: run_c_examples status: na - task: run_cpp_examples status: na - task: run_javascript_readme_examples status: na - task: run_c_benchmarks status: na - task: run_cpp_benchmarks status: na - task: run_fortran_benchmarks status: na - task: run_javascript_benchmarks status: na - task: run_julia_benchmarks status: na - task: run_python_benchmarks status: na - task: run_r_benchmarks status: na - task: run_javascript_tests status: na --- --- .../stats/base/dists/planck/lib/index.js | 51 ------------------- .../stats/base/dists/planck/pmf/README.md | 10 ++-- .../stats/base/dists/planck/pmf/docs/repl.txt | 4 +- .../stats/base/dists/planck/pmf/package.json | 2 +- .../planck/pmf/test/fixtures/python/runner.py | 2 +- .../stats/base/dists/planck/test/test.js | 40 --------------- 6 files changed, 9 insertions(+), 100 deletions(-) delete mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js delete mode 100644 lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js b/lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js deleted file mode 100644 index 35105262135d..000000000000 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/lib/index.js +++ /dev/null @@ -1,51 +0,0 @@ -/** -* @license Apache-2.0 -* -* Copyright (c) 2024 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. -*/ - -'use strict'; - -/* -* When adding modules to the namespace, ensure that they are added in alphabetical order according to module name. -*/ - -// MODULES // - -var setReadOnly = require( '@stdlib/utils/define-read-only-property' ); - - -// MAIN // - -/** -* Top-level namespace. -* -* @namespace planck -*/ -var planck = {}; - -/** -* @name pmf -* @memberof planck -* @readonly -* @type {Function} -* @see {@link module:@stdlib/stats/base/dists/planck/pmf} -*/ -setReadOnly( planck, 'pmf', require( '@stdlib/stats/base/dists/planck/pmf' ) ); - - -// EXPORTS // - -module.exports = planck; diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md index c48529d11b8d..3e232251e9fa 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/README.md @@ -20,13 +20,13 @@ limitations under the License. # Probability Mass Function -> Planck distribution [probability mass function][pmf] (PMF). +> Planck (discrete exponential) distribution [probability mass function][pmf] (PMF).
The [probability mass function][pmf] (PMF) for a Planck random variable is defined as - + ```math \Pr(X = x, \lambda) = \begin{cases}(1 - e^{-\lambda})e^{-\lambda x} & \text{for } x = 0, 1, 2, \ldots \\ 0 & \text{otherwise} \end{cases} @@ -50,7 +50,7 @@ var pmf = require( '@stdlib/stats/base/dists/planck/pmf' ); #### pmf( x, lambda ) -Evaluates the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `lambda`. +Evaluates the [probability mass function][pmf] (PMF) of a Planck (discrete exponential) distribution with shape parameter `lambda`. ```javascript var y = pmf( 4.0, 0.3 ); @@ -73,7 +73,7 @@ y = pmf( 0.0, NaN ); // returns NaN ``` -If provided a shape parameter `lambda` which is nonpositive number, the function returns `NaN`. +If provided a shape parameter `lambda` which is a nonpositive number, the function returns `NaN`. ```javascript var y = pmf( 2.0, -1.0 ); @@ -82,7 +82,7 @@ var y = pmf( 2.0, -1.0 ); #### pmf.factory( lambda ) -Returns a function for evaluating the [probability mass function][pmf] (PMF) of a Planck distribution with shape parameter `λ`. +Returns a function for evaluating the [probability mass function][pmf] (PMF) of a Planck (discrete exponential) distribution with shape parameter `lambda`. ```javascript var mypmf = pmf.factory( 0.5 ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt index 54c7955b12ea..b129828d55f2 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/docs/repl.txt @@ -1,7 +1,7 @@ {{alias}}( x, λ ) - Evaluates the probability mass function (PMF) for a Planck distribution - with shape parameter `λ` at a value `x`. + Evaluates the probability mass function (PMF) for a Planck distribution with + shape parameter `λ` at a value `x`. If provided `NaN` as any argument, the function returns `NaN`. diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json index 41c2b16704be..1396281129fb 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/package.json @@ -1,7 +1,7 @@ { "name": "@stdlib/stats/base/dists/planck/pmf", "version": "0.0.0", - "description": "Planck distribution probability mass function (PMF).", + "description": "Planck (discrete exponential) distribution probability mass function (PMF).", "license": "Apache-2.0", "author": { "name": "The Stdlib Authors", diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py index ba57a9ec2252..31f12038d4e1 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/planck/pmf/test/fixtures/python/runner.py @@ -74,7 +74,7 @@ def main(): """Generate fixture data.""" # Large shape paramter: x = np.round(np.random.rand(1000) * 10.0) - lam = (np.random.rand(1000) * 10) + 10 + lam = (np.random.rand(1000) * 10.0) + 10.0 gen(x, lam, "large_lambda.json") # Small shape parameter: diff --git a/lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js b/lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js deleted file mode 100644 index d28e43259938..000000000000 --- a/lib/node_modules/@stdlib/stats/base/dists/planck/test/test.js +++ /dev/null @@ -1,40 +0,0 @@ -/** -* @license Apache-2.0 -* -* Copyright (c) 2024 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. -*/ - -'use strict'; - -// MODULES // - -var tape = require( 'tape' ); -var objectKeys = require( '@stdlib/utils/keys' ); -var planck = require( './../lib' ); - - -// TESTS // - -tape( 'main export is an object', function test( t ) { - t.ok( true, __filename ); - t.strictEqual( typeof planck, 'object', 'main export is an object' ); - t.end(); -}); - -tape( 'the exported object contains planck distribution functions', function test( t ) { - var keys = objectKeys( planck ); - t.equal( keys.length > 0, true, 'has keys' ); - t.end(); -});