Skip to content
Closed
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
126 changes: 126 additions & 0 deletions lib/node_modules/@stdlib/stats/incr/nanmmaxabs/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,126 @@
<!--

@license Apache-2.0

Copyright (c) 2025 The Stdlib Authors.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

-->

# incrnanmmaxabs

> Compute a moving maximum absolute value incrementally, ignoring `NaN` values.

<section class="usage">

## Usage

```javascript
var incrnanmmaxabs = require( '@stdlib/stats/incr/nanmmaxabs' );
```

#### incrnanmmaxabs( window )

Returns an accumulator function which incrementally computes a moving maximum absolute value. The `window` parameter defines the number of values over which to compute the moving maximum absolute value.

```javascript
var accumulator = incrnanmmaxabs( 3 );
```

#### accumulator( \[x] )

If provided an input value `x`, the accumulator function returns an updated maximum absolute value. If not provided an input value `x`, the accumulator function returns the current maximum absolute value.

```javascript
var accumulator = incrnanmmaxabs( 3 );

var m = accumulator();
// returns null

// Fill the window...
m = accumulator( 2.0 ); // [2.0]
// returns 2.0

m = accumulator( NaN ); // [2.0, NaN]
// returns 2.0

m = accumulator( 1.0 ); // [2.0, 1.0]
// returns 2.0

m = accumulator( 3.0 ); // [2.0, 1.0, 3.0]
// returns 3.0

// Window begins sliding...
m = accumulator( -7.0 ); // [1.0, 3.0, -7.0]
// returns 7.0

m = accumulator( -5.0 ); // [3.0, -7.0, -5.0]
// returns 7.0

m = accumulator();
// returns 7.0
```

</section>

<!-- /.usage -->

<section class="notes">

## Notes

- Input values are **not** type checked. If non-numeric inputs are possible, you are advised to type check and handle accordingly **before** passing the value to the accumulator function.
- As `W` values are needed to fill the window buffer, the first `W-1` returned values are calculated from smaller sample sizes. Until the window is full, each returned value is calculated from all provided values.

</section>

<!-- /.notes -->

<section class="examples">

## Examples

<!-- eslint no-undef: "error" -->

```javascript
var uniform = require( '@stdlib/random/base/uniform' );
var bernoulli = require( '@stdlib/random/base/bernoulli' );
var incrnanmmaxabs = require( '@stdlib/stats/incr/nanmmaxabs' );

// Initialize an accumulator:
var accumulator = incrnanmmaxabs( 5 );

// For each simulated datum, update the moving maximum absolute value...
var i;
for ( i = 0; i < 100; i++ ) {
accumulator( ( bernoulli( 0.8 ) < 1 ) ? NaN : uniform( -100.0, 100.0 ) );
}
console.log( accumulator() );
```

</section>

<!-- /.examples -->

<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->

<section class="related">

</section>

<!-- /.related -->

<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<!-- /.links -->
Original file line number Diff line number Diff line change
@@ -0,0 +1,69 @@
/**
* @license Apache-2.0
*
* Copyright (c) 2025 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

'use strict';

// MODULES //

var bench = require( '@stdlib/bench' );
var randu = require( '@stdlib/random/base/randu' );
var pkg = require( './../package.json' ).name;
var incrnanmmaxabs = require( './../lib' );


// MAIN //

bench( pkg, function benchmark( b ) {
var f;
var i;
b.tic();
for ( i = 0; i < b.iterations; i++ ) {
f = incrnanmmaxabs( (i%5)+1 );
if ( typeof f !== 'function' ) {
b.fail( 'should return a function' );
}
}
b.toc();
if ( typeof f !== 'function' ) {
b.fail( 'should return a function' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+'::accumulator', function benchmark( b ) {
var acc;
var v;
var i;

acc = incrnanmmaxabs( 5 );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = acc( randu()-0.5 );
if ( v !== v ) {
b.fail( 'should not return NaN' );
}
}
b.toc();
if ( v !== v ) {
b.fail( 'should not return NaN' );
}
b.pass( 'benchmark finished' );
b.end();
});
47 changes: 47 additions & 0 deletions lib/node_modules/@stdlib/stats/incr/nanmmaxabs/docs/repl.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@

{{alias}}( W )
Returns an accumulator function which incrementally computes a moving
maximum absolute value, ignoring `NaN` values.

The `W` parameter defines the number of values over which to compute the
moving maximum absolute value.

If provided a value, the accumulator function returns an updated moving
maximum absolute value. If not provided a value, the accumulator function
returns the current moving maximum absolute value.

As `W` values are needed to fill the window buffer, the first `W-1` returned
values are calculated from smaller sample sizes. Until the window is full,
each returned value is calculated from all provided values.

Parameters
----------
W: integer
Window size.

Returns
-------
acc: Function
Accumulator function.

Examples
--------
> var accumulator = {{alias}}( 3 );
> var m = accumulator()
null
> m = accumulator( 2.0 )
2.0
> m = accumulator( NaN )
2.0
> m = accumulator( -5.0 )
5.0
> m = accumulator( 3.0 )
5.0
> m = accumulator( 5.0 )
5.0
> m = accumulator()
5.0

See Also
--------

Original file line number Diff line number Diff line change
@@ -0,0 +1,70 @@
/*
* @license Apache-2.0
*
* Copyright (c) 2025 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

// TypeScript Version: 4.1

/**
* If provided a value, returns an updated maximum absolute value; otherwise, returns the current maximum absolute value.
*
* @param x - value
* @returns maximum absolute value
*/
type accumulator = ( x?: number ) => number | null;

/**
* Returns an accumulator function which incrementally computes a moving maximum absolute value, ignoring `NaN` values.
*
* ## Notes
*
* - The `W` parameter defines the number of values over which to compute the moving maximum absolute value.
* - As `W` values are needed to fill the window buffer, the first `W-1` returned values are calculated from smaller sample sizes. Until the window is full, each returned value is calculated from all provided values.
*
* @param W - window size
* @throws must provide a positive integer
* @returns accumulator function
*
* @example
* var accumulator = incrnanmmaxabs( 3 );
*
* var m = accumulator();
* // returns null
*
* m = accumulator( 2.0 );
* // returns 2.0
*
* m = accumulator( NaN );
* // returns 2.0
*
* m = accumulator( -5.0 );
* // returns 5.0
*
* m = accumulator( 3.0 );
* // returns 5.0
*
* m = accumulator( 5.0 );
* // returns 5.0
*
* m = accumulator();
* // returns 5.0
*/
declare function incrnanmmaxabs( W: number ): accumulator;


// EXPORTS //

export = incrnanmmaxabs;
66 changes: 66 additions & 0 deletions lib/node_modules/@stdlib/stats/incr/nanmmaxabs/docs/types/test.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,66 @@
/*
* @license Apache-2.0
*
* Copyright (c) 2025 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

import incrnanmmaxabs = require( './index' );


// TESTS //

// The function returns an accumulator function...
{
incrnanmmaxabs( 3 ); // $ExpectType accumulator
}

// The compiler throws an error if the function is provided an argument that is not a number...
{
incrnanmmaxabs( '5' ); // $ExpectError
incrnanmmaxabs( true ); // $ExpectError
incrnanmmaxabs( false ); // $ExpectError
incrnanmmaxabs( null ); // $ExpectError
incrnanmmaxabs( undefined ); // $ExpectError
incrnanmmaxabs( [] ); // $ExpectError
incrnanmmaxabs( {} ); // $ExpectError
incrnanmmaxabs( ( x: number ): number => x ); // $ExpectError
}

// The compiler throws an error if the function is provided an invalid number of arguments...
{
incrnanmmaxabs(); // $ExpectError
incrnanmmaxabs( 2, 5 ); // $ExpectError
}

// The function returns an accumulator function which returns an accumulated result...
{
const acc = incrnanmmaxabs( 3 );

acc(); // $ExpectType number | null
acc( 3.14 ); // $ExpectType number | null
}

// The compiler throws an error if the returned accumulator function is provided invalid arguments...
{
const acc = incrnanmmaxabs( 3 );

acc( '5' ); // $ExpectError
acc( true ); // $ExpectError
acc( false ); // $ExpectError
acc( null ); // $ExpectError
acc( [] ); // $ExpectError
acc( {} ); // $ExpectError
acc( ( x: number ): number => x ); // $ExpectError
}
Loading
Loading