UNPKG

3.8 kBJavaScriptView Raw
1import { factory } from '../../utils/factory';
2import { createAlgorithm02 } from '../../type/matrix/utils/algorithm02';
3import { createAlgorithm09 } from '../../type/matrix/utils/algorithm09';
4import { createAlgorithm11 } from '../../type/matrix/utils/algorithm11';
5import { createAlgorithm13 } from '../../type/matrix/utils/algorithm13';
6import { createAlgorithm14 } from '../../type/matrix/utils/algorithm14';
7var name = 'dotMultiply';
8var dependencies = ['typed', 'matrix', 'equalScalar', 'multiplyScalar'];
9export var createDotMultiply =
10/* #__PURE__ */
11factory(name, dependencies, function (_ref) {
12 var typed = _ref.typed,
13 matrix = _ref.matrix,
14 equalScalar = _ref.equalScalar,
15 multiplyScalar = _ref.multiplyScalar;
16 var algorithm02 = createAlgorithm02({
17 typed: typed,
18 equalScalar: equalScalar
19 });
20 var algorithm09 = createAlgorithm09({
21 typed: typed,
22 equalScalar: equalScalar
23 });
24 var algorithm11 = createAlgorithm11({
25 typed: typed,
26 equalScalar: equalScalar
27 });
28 var algorithm13 = createAlgorithm13({
29 typed: typed
30 });
31 var algorithm14 = createAlgorithm14({
32 typed: typed
33 });
34 /**
35 * Multiply two matrices element wise. The function accepts both matrices and
36 * scalar values.
37 *
38 * Syntax:
39 *
40 * math.dotMultiply(x, y)
41 *
42 * Examples:
43 *
44 * math.dotMultiply(2, 4) // returns 8
45 *
46 * a = [[9, 5], [6, 1]]
47 * b = [[3, 2], [5, 2]]
48 *
49 * math.dotMultiply(a, b) // returns [[27, 10], [30, 2]]
50 * math.multiply(a, b) // returns [[52, 28], [23, 14]]
51 *
52 * See also:
53 *
54 * multiply, divide, dotDivide
55 *
56 * @param {number | BigNumber | Fraction | Complex | Unit | Array | Matrix} x Left hand value
57 * @param {number | BigNumber | Fraction | Complex | Unit | Array | Matrix} y Right hand value
58 * @return {number | BigNumber | Fraction | Complex | Unit | Array | Matrix} Multiplication of `x` and `y`
59 */
60
61 var dotMultiply = typed(name, {
62 'any, any': multiplyScalar,
63 'SparseMatrix, SparseMatrix': function SparseMatrixSparseMatrix(x, y) {
64 return algorithm09(x, y, multiplyScalar, false);
65 },
66 'SparseMatrix, DenseMatrix': function SparseMatrixDenseMatrix(x, y) {
67 return algorithm02(y, x, multiplyScalar, true);
68 },
69 'DenseMatrix, SparseMatrix': function DenseMatrixSparseMatrix(x, y) {
70 return algorithm02(x, y, multiplyScalar, false);
71 },
72 'DenseMatrix, DenseMatrix': function DenseMatrixDenseMatrix(x, y) {
73 return algorithm13(x, y, multiplyScalar);
74 },
75 'Array, Array': function ArrayArray(x, y) {
76 // use matrix implementation
77 return dotMultiply(matrix(x), matrix(y)).valueOf();
78 },
79 'Array, Matrix': function ArrayMatrix(x, y) {
80 // use matrix implementation
81 return dotMultiply(matrix(x), y);
82 },
83 'Matrix, Array': function MatrixArray(x, y) {
84 // use matrix implementation
85 return dotMultiply(x, matrix(y));
86 },
87 'SparseMatrix, any': function SparseMatrixAny(x, y) {
88 return algorithm11(x, y, multiplyScalar, false);
89 },
90 'DenseMatrix, any': function DenseMatrixAny(x, y) {
91 return algorithm14(x, y, multiplyScalar, false);
92 },
93 'any, SparseMatrix': function anySparseMatrix(x, y) {
94 return algorithm11(y, x, multiplyScalar, true);
95 },
96 'any, DenseMatrix': function anyDenseMatrix(x, y) {
97 return algorithm14(y, x, multiplyScalar, true);
98 },
99 'Array, any': function ArrayAny(x, y) {
100 // use matrix implementation
101 return algorithm14(matrix(x), y, multiplyScalar, false).valueOf();
102 },
103 'any, Array': function anyArray(x, y) {
104 // use matrix implementation
105 return algorithm14(matrix(y), x, multiplyScalar, true).valueOf();
106 }
107 });
108 return dotMultiply;
109});
\No newline at end of file