ml-matrix
Version:
Matrix manipulation and computation library
824 lines (718 loc) • 23.4 kB
JavaScript
export function installMathOperations(AbstractMatrix, Matrix) {
AbstractMatrix.prototype.add = function add(value) {
if (typeof value === 'number') return this.addS(value);
return this.addM(value);
};
AbstractMatrix.prototype.addS = function addS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) + value);
}
}
return this;
};
AbstractMatrix.prototype.addM = function addM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) + matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.add = function add(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.add(value);
};
AbstractMatrix.prototype.sub = function sub(value) {
if (typeof value === 'number') return this.subS(value);
return this.subM(value);
};
AbstractMatrix.prototype.subS = function subS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) - value);
}
}
return this;
};
AbstractMatrix.prototype.subM = function subM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) - matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.sub = function sub(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.sub(value);
};
AbstractMatrix.prototype.subtract = AbstractMatrix.prototype.sub;
AbstractMatrix.prototype.subtractS = AbstractMatrix.prototype.subS;
AbstractMatrix.prototype.subtractM = AbstractMatrix.prototype.subM;
AbstractMatrix.subtract = AbstractMatrix.sub;
AbstractMatrix.prototype.mul = function mul(value) {
if (typeof value === 'number') return this.mulS(value);
return this.mulM(value);
};
AbstractMatrix.prototype.mulS = function mulS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) * value);
}
}
return this;
};
AbstractMatrix.prototype.mulM = function mulM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) * matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.mul = function mul(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.mul(value);
};
AbstractMatrix.prototype.multiply = AbstractMatrix.prototype.mul;
AbstractMatrix.prototype.multiplyS = AbstractMatrix.prototype.mulS;
AbstractMatrix.prototype.multiplyM = AbstractMatrix.prototype.mulM;
AbstractMatrix.multiply = AbstractMatrix.mul;
AbstractMatrix.prototype.div = function div(value) {
if (typeof value === 'number') return this.divS(value);
return this.divM(value);
};
AbstractMatrix.prototype.divS = function divS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) / value);
}
}
return this;
};
AbstractMatrix.prototype.divM = function divM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) / matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.div = function div(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.div(value);
};
AbstractMatrix.prototype.divide = AbstractMatrix.prototype.div;
AbstractMatrix.prototype.divideS = AbstractMatrix.prototype.divS;
AbstractMatrix.prototype.divideM = AbstractMatrix.prototype.divM;
AbstractMatrix.divide = AbstractMatrix.div;
AbstractMatrix.prototype.mod = function mod(value) {
if (typeof value === 'number') return this.modS(value);
return this.modM(value);
};
AbstractMatrix.prototype.modS = function modS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) % value);
}
}
return this;
};
AbstractMatrix.prototype.modM = function modM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) % matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.mod = function mod(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.mod(value);
};
AbstractMatrix.prototype.modulus = AbstractMatrix.prototype.mod;
AbstractMatrix.prototype.modulusS = AbstractMatrix.prototype.modS;
AbstractMatrix.prototype.modulusM = AbstractMatrix.prototype.modM;
AbstractMatrix.modulus = AbstractMatrix.mod;
AbstractMatrix.prototype.and = function and(value) {
if (typeof value === 'number') return this.andS(value);
return this.andM(value);
};
AbstractMatrix.prototype.andS = function andS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) & value);
}
}
return this;
};
AbstractMatrix.prototype.andM = function andM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) & matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.and = function and(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.and(value);
};
AbstractMatrix.prototype.or = function or(value) {
if (typeof value === 'number') return this.orS(value);
return this.orM(value);
};
AbstractMatrix.prototype.orS = function orS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) | value);
}
}
return this;
};
AbstractMatrix.prototype.orM = function orM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) | matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.or = function or(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.or(value);
};
AbstractMatrix.prototype.xor = function xor(value) {
if (typeof value === 'number') return this.xorS(value);
return this.xorM(value);
};
AbstractMatrix.prototype.xorS = function xorS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) ^ value);
}
}
return this;
};
AbstractMatrix.prototype.xorM = function xorM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) ^ matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.xor = function xor(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.xor(value);
};
AbstractMatrix.prototype.leftShift = function leftShift(value) {
if (typeof value === 'number') return this.leftShiftS(value);
return this.leftShiftM(value);
};
AbstractMatrix.prototype.leftShiftS = function leftShiftS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) << value);
}
}
return this;
};
AbstractMatrix.prototype.leftShiftM = function leftShiftM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) << matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.leftShift = function leftShift(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.leftShift(value);
};
AbstractMatrix.prototype.signPropagatingRightShift = function signPropagatingRightShift(value) {
if (typeof value === 'number') return this.signPropagatingRightShiftS(value);
return this.signPropagatingRightShiftM(value);
};
AbstractMatrix.prototype.signPropagatingRightShiftS = function signPropagatingRightShiftS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) >> value);
}
}
return this;
};
AbstractMatrix.prototype.signPropagatingRightShiftM = function signPropagatingRightShiftM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) >> matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.signPropagatingRightShift = function signPropagatingRightShift(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.signPropagatingRightShift(value);
};
AbstractMatrix.prototype.rightShift = function rightShift(value) {
if (typeof value === 'number') return this.rightShiftS(value);
return this.rightShiftM(value);
};
AbstractMatrix.prototype.rightShiftS = function rightShiftS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) >>> value);
}
}
return this;
};
AbstractMatrix.prototype.rightShiftM = function rightShiftM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) >>> matrix.get(i, j));
}
}
return this;
};
AbstractMatrix.rightShift = function rightShift(matrix, value) {
const newMatrix = new Matrix(matrix);
return newMatrix.rightShift(value);
};
AbstractMatrix.prototype.zeroFillRightShift = AbstractMatrix.prototype.rightShift;
AbstractMatrix.prototype.zeroFillRightShiftS = AbstractMatrix.prototype.rightShiftS;
AbstractMatrix.prototype.zeroFillRightShiftM = AbstractMatrix.prototype.rightShiftM;
AbstractMatrix.zeroFillRightShift = AbstractMatrix.rightShift;
AbstractMatrix.prototype.not = function not() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, ~(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.not = function not(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.not();
};
AbstractMatrix.prototype.abs = function abs() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.abs(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.abs = function abs(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.abs();
};
AbstractMatrix.prototype.acos = function acos() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.acos(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.acos = function acos(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.acos();
};
AbstractMatrix.prototype.acosh = function acosh() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.acosh(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.acosh = function acosh(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.acosh();
};
AbstractMatrix.prototype.asin = function asin() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.asin(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.asin = function asin(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.asin();
};
AbstractMatrix.prototype.asinh = function asinh() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.asinh(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.asinh = function asinh(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.asinh();
};
AbstractMatrix.prototype.atan = function atan() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.atan(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.atan = function atan(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.atan();
};
AbstractMatrix.prototype.atanh = function atanh() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.atanh(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.atanh = function atanh(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.atanh();
};
AbstractMatrix.prototype.cbrt = function cbrt() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.cbrt(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.cbrt = function cbrt(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.cbrt();
};
AbstractMatrix.prototype.ceil = function ceil() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.ceil(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.ceil = function ceil(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.ceil();
};
AbstractMatrix.prototype.clz32 = function clz32() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.clz32(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.clz32 = function clz32(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.clz32();
};
AbstractMatrix.prototype.cos = function cos() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.cos(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.cos = function cos(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.cos();
};
AbstractMatrix.prototype.cosh = function cosh() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.cosh(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.cosh = function cosh(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.cosh();
};
AbstractMatrix.prototype.exp = function exp() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.exp(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.exp = function exp(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.exp();
};
AbstractMatrix.prototype.expm1 = function expm1() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.expm1(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.expm1 = function expm1(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.expm1();
};
AbstractMatrix.prototype.floor = function floor() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.floor(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.floor = function floor(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.floor();
};
AbstractMatrix.prototype.fround = function fround() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.fround(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.fround = function fround(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.fround();
};
AbstractMatrix.prototype.log = function log() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.log(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.log = function log(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.log();
};
AbstractMatrix.prototype.log1p = function log1p() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.log1p(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.log1p = function log1p(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.log1p();
};
AbstractMatrix.prototype.log10 = function log10() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.log10(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.log10 = function log10(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.log10();
};
AbstractMatrix.prototype.log2 = function log2() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.log2(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.log2 = function log2(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.log2();
};
AbstractMatrix.prototype.round = function round() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.round(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.round = function round(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.round();
};
AbstractMatrix.prototype.sign = function sign() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.sign(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.sign = function sign(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.sign();
};
AbstractMatrix.prototype.sin = function sin() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.sin(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.sin = function sin(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.sin();
};
AbstractMatrix.prototype.sinh = function sinh() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.sinh(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.sinh = function sinh(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.sinh();
};
AbstractMatrix.prototype.sqrt = function sqrt() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.sqrt(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.sqrt = function sqrt(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.sqrt();
};
AbstractMatrix.prototype.tan = function tan() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.tan(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.tan = function tan(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.tan();
};
AbstractMatrix.prototype.tanh = function tanh() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.tanh(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.tanh = function tanh(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.tanh();
};
AbstractMatrix.prototype.trunc = function trunc() {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, Math.trunc(this.get(i, j)));
}
}
return this;
};
AbstractMatrix.trunc = function trunc(matrix) {
const newMatrix = new Matrix(matrix);
return newMatrix.trunc();
};
AbstractMatrix.pow = function pow(matrix, arg0) {
const newMatrix = new Matrix(matrix);
return newMatrix.pow(arg0);
};
AbstractMatrix.prototype.pow = function pow(value) {
if (typeof value === 'number') return this.powS(value);
return this.powM(value);
};
AbstractMatrix.prototype.powS = function powS(value) {
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) ** value);
}
}
return this;
};
AbstractMatrix.prototype.powM = function powM(matrix) {
matrix = Matrix.checkMatrix(matrix);
if (this.rows !== matrix.rows ||
this.columns !== matrix.columns) {
throw new RangeError('Matrices dimensions must be equal');
}
for (let i = 0; i < this.rows; i++) {
for (let j = 0; j < this.columns; j++) {
this.set(i, j, this.get(i, j) ** matrix.get(i, j));
}
}
return this;
};
}