StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics https://doi.org/10.1109/TVCG.2020.3030352
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StackGenVis/frontend/node_modules/gl-matrix/cjs/mat2d.js

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"use strict";
function _typeof(obj) { "@babel/helpers - typeof"; if (typeof Symbol === "function" && typeof Symbol.iterator === "symbol") { _typeof = function _typeof(obj) { return typeof obj; }; } else { _typeof = function _typeof(obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; }; } return _typeof(obj); }
Object.defineProperty(exports, "__esModule", {
value: true
});
exports.create = create;
exports.clone = clone;
exports.copy = copy;
exports.identity = identity;
exports.fromValues = fromValues;
exports.set = set;
exports.invert = invert;
exports.determinant = determinant;
exports.multiply = multiply;
exports.rotate = rotate;
exports.scale = scale;
exports.translate = translate;
exports.fromRotation = fromRotation;
exports.fromScaling = fromScaling;
exports.fromTranslation = fromTranslation;
exports.str = str;
exports.frob = frob;
exports.add = add;
exports.subtract = subtract;
exports.multiplyScalar = multiplyScalar;
exports.multiplyScalarAndAdd = multiplyScalarAndAdd;
exports.exactEquals = exactEquals;
exports.equals = equals;
exports.sub = exports.mul = void 0;
var glMatrix = _interopRequireWildcard(require("./common.js"));
function _getRequireWildcardCache() { if (typeof WeakMap !== "function") return null; var cache = new WeakMap(); _getRequireWildcardCache = function _getRequireWildcardCache() { return cache; }; return cache; }
function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } if (obj === null || _typeof(obj) !== "object" && typeof obj !== "function") { return { "default": obj }; } var cache = _getRequireWildcardCache(); if (cache && cache.has(obj)) { return cache.get(obj); } var newObj = {}; var hasPropertyDescriptor = Object.defineProperty && Object.getOwnPropertyDescriptor; for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) { var desc = hasPropertyDescriptor ? Object.getOwnPropertyDescriptor(obj, key) : null; if (desc && (desc.get || desc.set)) { Object.defineProperty(newObj, key, desc); } else { newObj[key] = obj[key]; } } } newObj["default"] = obj; if (cache) { cache.set(obj, newObj); } return newObj; }
/**
* 2x3 Matrix
* @module mat2d
* @description
* A mat2d contains six elements defined as:
* <pre>
* [a, b,
* c, d,
* tx, ty]
* </pre>
* This is a short form for the 3x3 matrix:
* <pre>
* [a, b, 0,
* c, d, 0,
* tx, ty, 1]
* </pre>
* The last column is ignored so the array is shorter and operations are faster.
*/
/**
* Creates a new identity mat2d
*
* @returns {mat2d} a new 2x3 matrix
*/
function create() {
var out = new glMatrix.ARRAY_TYPE(6);
if (glMatrix.ARRAY_TYPE != Float32Array) {
out[1] = 0;
out[2] = 0;
out[4] = 0;
out[5] = 0;
}
out[0] = 1;
out[3] = 1;
return out;
}
/**
* Creates a new mat2d initialized with values from an existing matrix
*
* @param {mat2d} a matrix to clone
* @returns {mat2d} a new 2x3 matrix
*/
function clone(a) {
var out = new glMatrix.ARRAY_TYPE(6);
out[0] = a[0];
out[1] = a[1];
out[2] = a[2];
out[3] = a[3];
out[4] = a[4];
out[5] = a[5];
return out;
}
/**
* Copy the values from one mat2d to another
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the source matrix
* @returns {mat2d} out
*/
function copy(out, a) {
out[0] = a[0];
out[1] = a[1];
out[2] = a[2];
out[3] = a[3];
out[4] = a[4];
out[5] = a[5];
return out;
}
/**
* Set a mat2d to the identity matrix
*
* @param {mat2d} out the receiving matrix
* @returns {mat2d} out
*/
function identity(out) {
out[0] = 1;
out[1] = 0;
out[2] = 0;
out[3] = 1;
out[4] = 0;
out[5] = 0;
return out;
}
/**
* Create a new mat2d with the given values
*
* @param {Number} a Component A (index 0)
* @param {Number} b Component B (index 1)
* @param {Number} c Component C (index 2)
* @param {Number} d Component D (index 3)
* @param {Number} tx Component TX (index 4)
* @param {Number} ty Component TY (index 5)
* @returns {mat2d} A new mat2d
*/
function fromValues(a, b, c, d, tx, ty) {
var out = new glMatrix.ARRAY_TYPE(6);
out[0] = a;
out[1] = b;
out[2] = c;
out[3] = d;
out[4] = tx;
out[5] = ty;
return out;
}
/**
* Set the components of a mat2d to the given values
*
* @param {mat2d} out the receiving matrix
* @param {Number} a Component A (index 0)
* @param {Number} b Component B (index 1)
* @param {Number} c Component C (index 2)
* @param {Number} d Component D (index 3)
* @param {Number} tx Component TX (index 4)
* @param {Number} ty Component TY (index 5)
* @returns {mat2d} out
*/
function set(out, a, b, c, d, tx, ty) {
out[0] = a;
out[1] = b;
out[2] = c;
out[3] = d;
out[4] = tx;
out[5] = ty;
return out;
}
/**
* Inverts a mat2d
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the source matrix
* @returns {mat2d} out
*/
function invert(out, a) {
var aa = a[0],
ab = a[1],
ac = a[2],
ad = a[3];
var atx = a[4],
aty = a[5];
var det = aa * ad - ab * ac;
if (!det) {
return null;
}
det = 1.0 / det;
out[0] = ad * det;
out[1] = -ab * det;
out[2] = -ac * det;
out[3] = aa * det;
out[4] = (ac * aty - ad * atx) * det;
out[5] = (ab * atx - aa * aty) * det;
return out;
}
/**
* Calculates the determinant of a mat2d
*
* @param {mat2d} a the source matrix
* @returns {Number} determinant of a
*/
function determinant(a) {
return a[0] * a[3] - a[1] * a[2];
}
/**
* Multiplies two mat2d's
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the first operand
* @param {mat2d} b the second operand
* @returns {mat2d} out
*/
function multiply(out, a, b) {
var a0 = a[0],
a1 = a[1],
a2 = a[2],
a3 = a[3],
a4 = a[4],
a5 = a[5];
var b0 = b[0],
b1 = b[1],
b2 = b[2],
b3 = b[3],
b4 = b[4],
b5 = b[5];
out[0] = a0 * b0 + a2 * b1;
out[1] = a1 * b0 + a3 * b1;
out[2] = a0 * b2 + a2 * b3;
out[3] = a1 * b2 + a3 * b3;
out[4] = a0 * b4 + a2 * b5 + a4;
out[5] = a1 * b4 + a3 * b5 + a5;
return out;
}
/**
* Rotates a mat2d by the given angle
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the matrix to rotate
* @param {Number} rad the angle to rotate the matrix by
* @returns {mat2d} out
*/
function rotate(out, a, rad) {
var a0 = a[0],
a1 = a[1],
a2 = a[2],
a3 = a[3],
a4 = a[4],
a5 = a[5];
var s = Math.sin(rad);
var c = Math.cos(rad);
out[0] = a0 * c + a2 * s;
out[1] = a1 * c + a3 * s;
out[2] = a0 * -s + a2 * c;
out[3] = a1 * -s + a3 * c;
out[4] = a4;
out[5] = a5;
return out;
}
/**
* Scales the mat2d by the dimensions in the given vec2
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the matrix to translate
* @param {vec2} v the vec2 to scale the matrix by
* @returns {mat2d} out
**/
function scale(out, a, v) {
var a0 = a[0],
a1 = a[1],
a2 = a[2],
a3 = a[3],
a4 = a[4],
a5 = a[5];
var v0 = v[0],
v1 = v[1];
out[0] = a0 * v0;
out[1] = a1 * v0;
out[2] = a2 * v1;
out[3] = a3 * v1;
out[4] = a4;
out[5] = a5;
return out;
}
/**
* Translates the mat2d by the dimensions in the given vec2
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the matrix to translate
* @param {vec2} v the vec2 to translate the matrix by
* @returns {mat2d} out
**/
function translate(out, a, v) {
var a0 = a[0],
a1 = a[1],
a2 = a[2],
a3 = a[3],
a4 = a[4],
a5 = a[5];
var v0 = v[0],
v1 = v[1];
out[0] = a0;
out[1] = a1;
out[2] = a2;
out[3] = a3;
out[4] = a0 * v0 + a2 * v1 + a4;
out[5] = a1 * v0 + a3 * v1 + a5;
return out;
}
/**
* Creates a matrix from a given angle
* This is equivalent to (but much faster than):
*
* mat2d.identity(dest);
* mat2d.rotate(dest, dest, rad);
*
* @param {mat2d} out mat2d receiving operation result
* @param {Number} rad the angle to rotate the matrix by
* @returns {mat2d} out
*/
function fromRotation(out, rad) {
var s = Math.sin(rad),
c = Math.cos(rad);
out[0] = c;
out[1] = s;
out[2] = -s;
out[3] = c;
out[4] = 0;
out[5] = 0;
return out;
}
/**
* Creates a matrix from a vector scaling
* This is equivalent to (but much faster than):
*
* mat2d.identity(dest);
* mat2d.scale(dest, dest, vec);
*
* @param {mat2d} out mat2d receiving operation result
* @param {vec2} v Scaling vector
* @returns {mat2d} out
*/
function fromScaling(out, v) {
out[0] = v[0];
out[1] = 0;
out[2] = 0;
out[3] = v[1];
out[4] = 0;
out[5] = 0;
return out;
}
/**
* Creates a matrix from a vector translation
* This is equivalent to (but much faster than):
*
* mat2d.identity(dest);
* mat2d.translate(dest, dest, vec);
*
* @param {mat2d} out mat2d receiving operation result
* @param {vec2} v Translation vector
* @returns {mat2d} out
*/
function fromTranslation(out, v) {
out[0] = 1;
out[1] = 0;
out[2] = 0;
out[3] = 1;
out[4] = v[0];
out[5] = v[1];
return out;
}
/**
* Returns a string representation of a mat2d
*
* @param {mat2d} a matrix to represent as a string
* @returns {String} string representation of the matrix
*/
function str(a) {
return "mat2d(" + a[0] + ", " + a[1] + ", " + a[2] + ", " + a[3] + ", " + a[4] + ", " + a[5] + ")";
}
/**
* Returns Frobenius norm of a mat2d
*
* @param {mat2d} a the matrix to calculate Frobenius norm of
* @returns {Number} Frobenius norm
*/
function frob(a) {
return Math.hypot(a[0], a[1], a[2], a[3], a[4], a[5], 1);
}
/**
* Adds two mat2d's
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the first operand
* @param {mat2d} b the second operand
* @returns {mat2d} out
*/
function add(out, a, b) {
out[0] = a[0] + b[0];
out[1] = a[1] + b[1];
out[2] = a[2] + b[2];
out[3] = a[3] + b[3];
out[4] = a[4] + b[4];
out[5] = a[5] + b[5];
return out;
}
/**
* Subtracts matrix b from matrix a
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the first operand
* @param {mat2d} b the second operand
* @returns {mat2d} out
*/
function subtract(out, a, b) {
out[0] = a[0] - b[0];
out[1] = a[1] - b[1];
out[2] = a[2] - b[2];
out[3] = a[3] - b[3];
out[4] = a[4] - b[4];
out[5] = a[5] - b[5];
return out;
}
/**
* Multiply each element of the matrix by a scalar.
*
* @param {mat2d} out the receiving matrix
* @param {mat2d} a the matrix to scale
* @param {Number} b amount to scale the matrix's elements by
* @returns {mat2d} out
*/
function multiplyScalar(out, a, b) {
out[0] = a[0] * b;
out[1] = a[1] * b;
out[2] = a[2] * b;
out[3] = a[3] * b;
out[4] = a[4] * b;
out[5] = a[5] * b;
return out;
}
/**
* Adds two mat2d's after multiplying each element of the second operand by a scalar value.
*
* @param {mat2d} out the receiving vector
* @param {mat2d} a the first operand
* @param {mat2d} b the second operand
* @param {Number} scale the amount to scale b's elements by before adding
* @returns {mat2d} out
*/
function multiplyScalarAndAdd(out, a, b, scale) {
out[0] = a[0] + b[0] * scale;
out[1] = a[1] + b[1] * scale;
out[2] = a[2] + b[2] * scale;
out[3] = a[3] + b[3] * scale;
out[4] = a[4] + b[4] * scale;
out[5] = a[5] + b[5] * scale;
return out;
}
/**
* Returns whether or not the matrices have exactly the same elements in the same position (when compared with ===)
*
* @param {mat2d} a The first matrix.
* @param {mat2d} b The second matrix.
* @returns {Boolean} True if the matrices are equal, false otherwise.
*/
function exactEquals(a, b) {
return a[0] === b[0] && a[1] === b[1] && a[2] === b[2] && a[3] === b[3] && a[4] === b[4] && a[5] === b[5];
}
/**
* Returns whether or not the matrices have approximately the same elements in the same position.
*
* @param {mat2d} a The first matrix.
* @param {mat2d} b The second matrix.
* @returns {Boolean} True if the matrices are equal, false otherwise.
*/
function equals(a, b) {
var a0 = a[0],
a1 = a[1],
a2 = a[2],
a3 = a[3],
a4 = a[4],
a5 = a[5];
var b0 = b[0],
b1 = b[1],
b2 = b[2],
b3 = b[3],
b4 = b[4],
b5 = b[5];
return Math.abs(a0 - b0) <= glMatrix.EPSILON * Math.max(1.0, Math.abs(a0), Math.abs(b0)) && Math.abs(a1 - b1) <= glMatrix.EPSILON * Math.max(1.0, Math.abs(a1), Math.abs(b1)) && Math.abs(a2 - b2) <= glMatrix.EPSILON * Math.max(1.0, Math.abs(a2), Math.abs(b2)) && Math.abs(a3 - b3) <= glMatrix.EPSILON * Math.max(1.0, Math.abs(a3), Math.abs(b3)) && Math.abs(a4 - b4) <= glMatrix.EPSILON * Math.max(1.0, Math.abs(a4), Math.abs(b4)) && Math.abs(a5 - b5) <= glMatrix.EPSILON * Math.max(1.0, Math.abs(a5), Math.abs(b5));
}
/**
* Alias for {@link mat2d.multiply}
* @function
*/
var mul = multiply;
/**
* Alias for {@link mat2d.subtract}
* @function
*/
exports.mul = mul;
var sub = subtract;
exports.sub = sub;