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          feat: add lapack/base/dtrti2
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            Pranavchiku
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      58c8ee6
              
                feat: init lapack/base/dtrti2
              
              
                Pranavchiku 6b22155
              
                docs: add README.md
              
              
                Pranavchiku ffbdb88
              
                chore: add other files
              
              
                Pranavchiku 7cdd8c5
              
                refactor: base implementation
              
              
                Pranavchiku 3ede852
              
                bench: check nan for other out values
              
              
                Pranavchiku c9e7b66
              
                Merge remote-tracking branch 'upstream/develop' into dtrti2
              
              
                stdlib-bot 1424e5d
              
                chore: update copyright years
              
              
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              | Original file line number | Diff line number | Diff line change | 
|---|---|---|
| @@ -0,0 +1,229 @@ | ||
| <!-- | ||
| 
     | 
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| @license Apache-2.0 | ||
| 
     | 
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| Copyright (c) 2025 The Stdlib Authors. | ||
| 
     | 
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| 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. | ||
| 
     | 
||
| --> | ||
| 
     | 
||
| # dtrti2 | ||
| 
     | 
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| > Compute the inverse of a triangular matrix. | ||
| 
     | 
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| <section class = "usage"> | ||
| 
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| ## Usage | ||
| 
     | 
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| ```javascript | ||
| var dtrti2 = require( '@stdlib/lapack/base/dtrti2' ); | ||
| ``` | ||
| 
     | 
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| #### dtrti2( order, uplo, diag, N, A, LDA ) | ||
| 
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| Computes the inverse of a triangular matrix. | ||
| 
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| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| 
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| var A = new Float64Array( [ 1.0, 2.0, 0.0, 4.0 ] ); | ||
| dtrti2( 'row-major', 'upper', 'non-unit', 2, A, 2 ); | ||
| // A => <Float64Array>[ 1.0, -0.5, 0.0, 0.25 ] | ||
| ``` | ||
| 
     | 
||
| The function has the following parameters: | ||
| 
     | 
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| - **order**: storage layout. | ||
| - **uplo**: specifies whether to copy the upper or lower triangular/trapezoidal part of a matrix `A`. | ||
| - **diag**: specifies whether or not `A` is unit triangular. | ||
| - **N**: order of matrix `A`. | ||
| - **A**: input [`Float64Array`][mdn-float64array]. | ||
| - **LDA**: stride of the first dimension of `A` (a.k.a., leading dimension of the matrix `A`). | ||
| 
     | 
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| Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views. | ||
| 
     | 
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| <!-- eslint-disable stdlib/capitalized-comments --> | ||
| 
     | 
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| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| 
     | 
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| // Initial arrays... | ||
| var A0 = new Float64Array( [ 0.0, 1.0, 2.0, 0.0, 4.0 ] ); | ||
| 
     | 
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| // Create offset views... | ||
| var A1 = new Float64Array( A0.buffer, A0.BYTES_PER_ELEMENT*1 ); // start at 2nd element | ||
| 
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| dtrti2( 'row-major', 'upper', 'non-unit', 2, A1, 2 ); | ||
| // A0 => <Float64Array>[ 0.0, 1.0, -0.5, 0.0, 0.25 ] | ||
| ``` | ||
| 
     | 
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| #### dtrti2.ndarray( uplo, diag, N, A, strideA1, strideA2, offsetA ) | ||
| 
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| Computes the inverse of a triangular matrix using alternative indexing semantics. | ||
| 
     | 
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| 
     | 
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| var A = new Float64Array( [ 1.0, 2.0, 0.0, 4.0 ] ); | ||
| dtrti2.ndarray( 'upper', 'non-unit', 2, A, 2, 1, 0 ); | ||
| // A => <Float64Array>[ 1.0, -0.5, 0.0, 0.25 ] | ||
| ``` | ||
| 
     | 
||
| The function has the following parameters: | ||
| 
     | 
||
| - **order**: storage layout. | ||
| - **uplo**: specifies whether to copy the upper or lower triangular/trapezoidal part of a matrix `A`. | ||
| - **diag**: specifies whether or not `A` is unit triangular. | ||
| - **N**: order of matrix `A`. | ||
| - **A**: input [`Float64Array`][mdn-float64array]. | ||
| - **sa1**: stride of the first dimension of `A`. | ||
| - **sa2**: stride of the second dimension of `A`. | ||
| - **oa**: starting index for `A`. | ||
| 
     | 
||
| While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying buffer, the offset parameters support indexing semantics based on starting indices. For example, | ||
| 
     | 
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| 
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| var A = new Float64Array( [ 0.0, 0.0, 1.0, 2.0, 0.0, 4.0 ] ); | ||
| dtrti2.ndarray( 'upper', 'non-unit', 2, A, 2, 1, 2 ); | ||
| // A => <Float64Array>[ 0.0, 0.0, 1.0, -0.5, 0.0, 0.25 ] | ||
| ``` | ||
| 
     | 
||
| </section> | ||
| 
     | 
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| <!-- /.usage --> | ||
| 
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| <section class="notes"> | ||
| 
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| ## Notes | ||
| 
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| - `dtrti2()` corresponds to the [LAPACK][lapack] routine [`dtrti2`][lapack-dtrti2]. | ||
| 
     | 
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| </section> | ||
| 
     | 
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| <!-- /.notes --> | ||
| 
     | 
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| <section class="examples"> | ||
| 
     | 
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| ## Examples | ||
| 
     | 
||
| <!-- eslint no-undef: "error" --> | ||
| 
     | 
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var dtrti2 = require( '@stdlib/lapack/base/dtrti2' ); | ||
| 
     | 
||
| var A = new Float64Array( [ 1.0, 2.0, 0.0, 4.0 ] ); | ||
| dtrti2( 'row-major', 'upper', 'non-unit', 2, A, 2 ); | ||
| console.log( A ); | ||
| ``` | ||
| 
     | 
||
| </section> | ||
| 
     | 
||
| <!-- /.examples --> | ||
| 
     | 
||
| <!-- C interface documentation. --> | ||
| 
     | 
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| * * * | ||
| 
     | 
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| <section class="c"> | ||
| 
     | 
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| ## C APIs | ||
| 
     | 
||
| <!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. --> | ||
| 
     | 
||
| <section class="intro"> | ||
| 
     | 
||
| </section> | ||
| 
     | 
||
| <!-- /.intro --> | ||
| 
     | 
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| <!-- C usage documentation. --> | ||
| 
     | 
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| <section class="usage"> | ||
| 
     | 
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| ### Usage | ||
| 
     | 
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| ```c | ||
| TODO | ||
| ``` | ||
| 
     | 
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| #### TODO | ||
| 
     | 
||
| TODO. | ||
| 
     | 
||
| ```c | ||
| TODO | ||
| ``` | ||
| 
     | 
||
| TODO | ||
| 
     | 
||
| ```c | ||
| TODO | ||
| ``` | ||
| 
     | 
||
| </section> | ||
| 
     | 
||
| <!-- /.usage --> | ||
| 
     | 
||
| <!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> | ||
| 
     | 
||
| <section class="notes"> | ||
| 
     | 
||
| </section> | ||
| 
     | 
||
| <!-- /.notes --> | ||
| 
     | 
||
| <!-- C API usage examples. --> | ||
| 
     | 
||
| <section class="examples"> | ||
| 
     | 
||
| ### Examples | ||
| 
     | 
||
| ```c | ||
| TODO | ||
| ``` | ||
| 
     | 
||
| </section> | ||
| 
     | 
||
| <!-- /.examples --> | ||
| 
     | 
||
| </section> | ||
| 
     | 
||
| <!-- /.c --> | ||
| 
     | 
||
| <!-- 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. --> | ||
| 
     | 
||
| <section class="links"> | ||
| 
     | 
||
| [lapack]: https://www.netlib.org/lapack/explore-html/ | ||
| 
     | 
||
| [lapack-dtrti2]: https://www.netlib.org/lapack/explore-html/d3/da3/group__trti2_ga36dcbaa90700a0dc16f835f16b281ac0.html#ga36dcbaa90700a0dc16f835f16b281ac0 | ||
| 
     | 
||
| [mdn-float64array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Float64Array | ||
| 
     | 
||
| [mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray | ||
| 
     | 
||
| </section> | ||
| 
     | 
||
| <!-- /.links --> | ||
        
          
          
            97 changes: 97 additions & 0 deletions
          
          97 
        
  lib/node_modules/@stdlib/lapack/base/dtrti2/benchmark/benchmark.js
  
  
      
      
   
        
      
      
    
  
    
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              | Original file line number | Diff line number | Diff line change | 
|---|---|---|
| @@ -0,0 +1,97 @@ | ||
| /** | ||
| * @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 uniform = require( '@stdlib/random/array/uniform' ); | ||
| var isnan = require( '@stdlib/math/base/assert/is-nan' ); | ||
| var floor = require( '@stdlib/math/base/special/floor' ); | ||
| var pow = require( '@stdlib/math/base/special/pow' ); | ||
| var pkg = require( './../package.json' ).name; | ||
| var dtrti2 = require( './../lib/dtrti2.js' ); | ||
| 
     | 
||
| 
     | 
||
| // VARIABLES // | ||
| 
     | 
||
| var options = { | ||
| 'dtype': 'float64' | ||
| }; | ||
| 
     | 
||
| 
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| // FUNCTIONS // | ||
| 
     | 
||
| /** | ||
| * Creates a benchmark function. | ||
| * | ||
| * @private | ||
| * @param {PositiveInteger} len - array length | ||
| * @returns {Function} benchmark function | ||
| */ | ||
| function createBenchmark( len ) { | ||
| var x = uniform( len * len, -100.0, 100.0, options ); | ||
| return benchmark; | ||
| 
     | 
||
| function benchmark( b ) { | ||
| var out; | ||
| var i; | ||
| 
     | 
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| b.tic(); | ||
| for ( i = 0; i < b.iterations; i++ ) { | ||
| out = dtrti2( 'row-major', 'upper', 'non-unit', len, x, len ); | ||
| if ( isnan( out[ i%out.length ] ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| } | ||
| b.toc(); | ||
| if ( isnan( out[ i%out.length ] ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| b.pass( 'benchmark finished' ); | ||
| b.end(); | ||
| } | ||
| } | ||
| 
     | 
||
| 
     | 
||
| // MAIN // | ||
| 
     | 
||
| /** | ||
| * Main execution sequence. | ||
| * | ||
| * @private | ||
| */ | ||
| function main() { | ||
| var len; | ||
| var min; | ||
| var max; | ||
| var f; | ||
| var i; | ||
| 
     | 
||
| min = 1; // 10^min | ||
| max = 6; // 10^max | ||
| 
     | 
||
| for ( i = min; i <= max; i++ ) { | ||
| len = floor( pow( pow( 10, i ), 0.5 ) ); | ||
| f = createBenchmark( len ); | ||
| bench( pkg+':order=row-major,len='+len, f ); | ||
| } | ||
| } | ||
| 
     | 
||
| main(); | 
      
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