150 lines
4.2 KiB
Markdown
150 lines
4.2 KiB
Markdown
|
<!--
|
||
|
|
||
|
@license Apache-2.0
|
||
|
|
||
|
Copyright (c) 2019 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.
|
||
|
|
||
|
-->
|
||
|
|
||
|
# itercuprod
|
||
|
|
||
|
> Create an [iterator][mdn-iterator-protocol] which iteratively computes a cumulative product.
|
||
|
|
||
|
<section class="intro">
|
||
|
|
||
|
The cumulative product is defined as
|
||
|
|
||
|
<!-- <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."> -->
|
||
|
|
||
|
<div class="equation" align="center" data-raw-text="\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*}" data-equation="eq:cumulative_product">
|
||
|
<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.">
|
||
|
<br>
|
||
|
</div>
|
||
|
|
||
|
<!-- </equation> -->
|
||
|
|
||
|
</section>
|
||
|
|
||
|
<!-- /.intro -->
|
||
|
|
||
|
<!-- Package usage documentation. -->
|
||
|
|
||
|
<section class="usage">
|
||
|
|
||
|
## Usage
|
||
|
|
||
|
```javascript
|
||
|
var itercuprod = require( '@stdlib/stats/iter/cuprod' );
|
||
|
```
|
||
|
|
||
|
#### itercuprod( iterator )
|
||
|
|
||
|
Returns an [iterator][mdn-iterator-protocol] which iteratively computes a cumulative product.
|
||
|
|
||
|
```javascript
|
||
|
var array2iterator = require( '@stdlib/array/to-iterator' );
|
||
|
|
||
|
var arr = array2iterator( [ 2.0, 1.0, 3.0, -7.0, -5.0 ] );
|
||
|
var it = itercuprod( arr );
|
||
|
|
||
|
var p = it.next().value;
|
||
|
// returns 2.0
|
||
|
|
||
|
p = it.next().value;
|
||
|
// returns 2.0
|
||
|
|
||
|
p = it.next().value;
|
||
|
// returns 6.0
|
||
|
|
||
|
p = it.next().value;
|
||
|
// returns -42.0
|
||
|
|
||
|
p = it.next().value;
|
||
|
// returns 210.0
|
||
|
```
|
||
|
|
||
|
</section>
|
||
|
|
||
|
<!-- /.usage -->
|
||
|
|
||
|
<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
|
||
|
|
||
|
<section class="notes">
|
||
|
|
||
|
## Notes
|
||
|
|
||
|
- 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.
|
||
|
- For [iterators][mdn-iterator-protocol] which can generate many values or which may output large numbers, care should be taken to prevent overflow.
|
||
|
|
||
|
</section>
|
||
|
|
||
|
<!-- /.notes -->
|
||
|
|
||
|
<!-- Package usage examples. -->
|
||
|
|
||
|
<section class="examples">
|
||
|
|
||
|
## Examples
|
||
|
|
||
|
<!-- eslint no-undef: "error" -->
|
||
|
|
||
|
```javascript
|
||
|
var runif = require( '@stdlib/random/iter/uniform' );
|
||
|
var itercuprod = require( '@stdlib/stats/iter/cuprod' );
|
||
|
|
||
|
// Create an iterator for generating uniformly distributed pseudorandom numbers:
|
||
|
var rand = runif( -10.0, 10.0, {
|
||
|
'seed': 1234,
|
||
|
'iter': 100
|
||
|
});
|
||
|
|
||
|
// Create an iterator for iteratively computing a cumulative product:
|
||
|
var it = itercuprod( rand );
|
||
|
|
||
|
// Perform manual iteration...
|
||
|
var v;
|
||
|
while ( true ) {
|
||
|
v = it.next();
|
||
|
if ( typeof v.value === 'number' ) {
|
||
|
console.log( 'prod: %d', v.value );
|
||
|
}
|
||
|
if ( v.done ) {
|
||
|
break;
|
||
|
}
|
||
|
}
|
||
|
```
|
||
|
|
||
|
</section>
|
||
|
|
||
|
<!-- /.examples -->
|
||
|
|
||
|
<!-- 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. -->
|
||
|
|
||
|
<section class="references">
|
||
|
|
||
|
</section>
|
||
|
|
||
|
<!-- /.references -->
|
||
|
|
||
|
<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
|
||
|
|
||
|
<section class="links">
|
||
|
|
||
|
[mdn-iterator-protocol]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols#The_iterator_protocol
|
||
|
|
||
|
</section>
|
||
|
|
||
|
<!-- /.links -->
|