time-to-botec

Benchmark sampling in different programming languages
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README.md (4251B)


      1 <!--
      2 
      3 @license Apache-2.0
      4 
      5 Copyright (c) 2019 The Stdlib Authors.
      6 
      7 Licensed under the Apache License, Version 2.0 (the "License");
      8 you may not use this file except in compliance with the License.
      9 You may obtain a copy of the License at
     10 
     11    http://www.apache.org/licenses/LICENSE-2.0
     12 
     13 Unless required by applicable law or agreed to in writing, software
     14 distributed under the License is distributed on an "AS IS" BASIS,
     15 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     16 See the License for the specific language governing permissions and
     17 limitations under the License.
     18 
     19 -->
     20 
     21 # itercuprod
     22 
     23 > Create an [iterator][mdn-iterator-protocol] which iteratively computes a cumulative product.
     24 
     25 <section class="intro">
     26 
     27 The cumulative product is defined as
     28 
     29 <!-- <equation class="equation" label="eq:cumulative_product" align="center" raw="\begin{align*} p_0 &= x_0 \\ p_1 &= x_1 \cdot p_0 \\ p_2 &= x_2 \cdot p_1 \\ p_n &= x_n \cdot p_{n-1} = x_n \cdot \prod_{i=0}^{n-1} x_i \end{align*}" alt="Equation for the cumulative product."> -->
     30 
     31 <div class="equation" align="center" data-raw-text="\begin{align*} p_0 &amp;= x_0 \\ p_1 &amp;= x_1 \cdot p_0 \\ p_2 &amp;= x_2 \cdot p_1 \\ p_n &amp;= x_n \cdot p_{n-1} = x_n \cdot \prod_{i=0}^{n-1} x_i \end{align*}" data-equation="eq:cumulative_product">
     32     <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@e70489fe2d16d2496f77b516c791cf5c0c078ae1/lib/node_modules/@stdlib/stats/iter/cuprod/docs/img/equation_cumulative_product.svg" alt="Equation for the cumulative product.">
     33     <br>
     34 </div>
     35 
     36 <!-- </equation> -->
     37 
     38 </section>
     39 
     40 <!-- /.intro -->
     41 
     42 <!-- Package usage documentation. -->
     43 
     44 <section class="usage">
     45 
     46 ## Usage
     47 
     48 ```javascript
     49 var itercuprod = require( '@stdlib/stats/iter/cuprod' );
     50 ```
     51 
     52 #### itercuprod( iterator )
     53 
     54 Returns an [iterator][mdn-iterator-protocol] which iteratively computes a cumulative product.
     55 
     56 ```javascript
     57 var array2iterator = require( '@stdlib/array/to-iterator' );
     58 
     59 var arr = array2iterator( [ 2.0, 1.0, 3.0, -7.0, -5.0 ] );
     60 var it = itercuprod( arr );
     61 
     62 var p = it.next().value;
     63 // returns 2.0
     64 
     65 p = it.next().value;
     66 // returns 2.0
     67 
     68 p = it.next().value;
     69 // returns 6.0
     70 
     71 p = it.next().value;
     72 // returns -42.0
     73 
     74 p = it.next().value;
     75 // returns 210.0
     76 ```
     77 
     78 </section>
     79 
     80 <!-- /.usage -->
     81 
     82 <!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
     83 
     84 <section class="notes">
     85 
     86 ## Notes
     87 
     88 -   If an iterated value is non-numeric (including `NaN`), the function returns `NaN` for **all** future iterations. If non-numeric iterated values are possible, you are advised to provide an [`iterator`][mdn-iterator-protocol] which type checks and handles non-numeric values accordingly.
     89 -   For [iterators][mdn-iterator-protocol] which can generate many values or which may output large numbers, care should be taken to prevent overflow.
     90 
     91 </section>
     92 
     93 <!-- /.notes -->
     94 
     95 <!-- Package usage examples. -->
     96 
     97 <section class="examples">
     98 
     99 ## Examples
    100 
    101 <!-- eslint no-undef: "error" -->
    102 
    103 ```javascript
    104 var runif = require( '@stdlib/random/iter/uniform' );
    105 var itercuprod = require( '@stdlib/stats/iter/cuprod' );
    106 
    107 // Create an iterator for generating uniformly distributed pseudorandom numbers:
    108 var rand = runif( -10.0, 10.0, {
    109     'seed': 1234,
    110     'iter': 100
    111 });
    112 
    113 // Create an iterator for iteratively computing a cumulative product:
    114 var it = itercuprod( rand );
    115 
    116 // Perform manual iteration...
    117 var v;
    118 while ( true ) {
    119     v = it.next();
    120     if ( typeof v.value === 'number' ) {
    121         console.log( 'prod: %d', v.value );
    122     }
    123     if ( v.done ) {
    124         break;
    125     }
    126 }
    127 ```
    128 
    129 </section>
    130 
    131 <!-- /.examples -->
    132 
    133 <!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
    134 
    135 <section class="references">
    136 
    137 </section>
    138 
    139 <!-- /.references -->
    140 
    141 <!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
    142 
    143 <section class="links">
    144 
    145 [mdn-iterator-protocol]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols#The_iterator_protocol
    146 
    147 </section>
    148 
    149 <!-- /.links -->