/** * @license Apache-2.0 * * Copyright (c) 2018 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 isTypedArray = require( './../../is-typed-array' ); var isArray = require( './../../is-array' ); var isNumber = require( './../../is-number' ).isPrimitive; var absdiff = require( '@stdlib/math/base/utils/absolute-difference' ); var FLOAT64_SQRT_EPS = require( '@stdlib/constants/float64/sqrt-eps' ); // MAIN // /** * Tests if a value is an array of probabilities that sum to one. * * @param {*} v - value to test * @returns {boolean} boolean indicating if a value is a probability array * * @example * var bool = isUnityProbabilityArray( [ 0.25, 0.5, 0.25 ] ); * // returns true * * @example * var bool = isUnityProbabilityArray( new Uint8Array( [ 0, 1 ] ) ); * // returns true * * @example * var bool = isUnityProbabilityArray( [ 0.4, 0.4, 0.4 ] ); * // returns false * * @example * var bool = isUnityProbabilityArray( [ 3.14, 0.0 ] ); * // returns false */ function isUnityProbabilityArray( v ) { var sum; var i; if ( isArray( v ) ) { sum = 0.0; for ( i = 0; i < v.length; i++ ) { if ( !isNumber( v[ i ] ) || v[ i ] > 1.0 || v[ i ] < 0.0 ) { return false; } sum += v[ i ]; } return ( absdiff( sum, 1.0 ) <= FLOAT64_SQRT_EPS ); } if ( isTypedArray( v ) ) { sum = 0.0; for ( i = 0; i < v.length; i++ ) { if ( v[ i ] > 1.0 || v[ i ] < 0.0 ) { return false; } sum += v[ i ]; } return ( absdiff( sum, 1.0 ) <= FLOAT64_SQRT_EPS ); } return false; } // EXPORTS // module.exports = isUnityProbabilityArray;