Functional Matrix

An easy-to-use library for working with two-dimensional arrays and matrices. Most functional and array methods are implemented here, including each, map, reduce, zipWith, every, push, pop, slice, and concat. Standard numerical methods, such as multiply and determinant, are also included, along with some common examples, like the identity and 2d-rotation matrices.

Functional Matrix is fully tested and throws clear error messages to aid in your debugging.

Usage

Initializiation

  var Matrix = require("functional-matrix");
 
  // a 2x3 matrix where all elements are "hello".
  var matrix1 = new Matrix(2, 3, "hello");
 
  // a 3x1 matrix with computed elements.
  var matrix2 = new Matrix(3, 1, function(row, col) {
    return 10*row + 3*col;
  })
 
  // a matrix from a 2d array.
  var matrix3 = new Matrix([[1, 2], [3, 4]]);
 
  // A new 2d array from a matrix.
  var arrays = matrix4.to2dArray();

Functional methods

  var matrix1 = new Matrix(2, 3, function(i, j) {
    return i + j;
  });
  // 0 1 2
  // 1 2 3
 
  // Make a new array through `map`.
  var mapped = matrix1.map(function(elem, i, j) {
    return elem * -1;
  });
  //  0 -1 -2
  // -1 -2 -3
 
  // Reduce all rows into values, creating a 1d array.
  // Initial values can be a single value or an array (1 val for each row).
  var rowReduced = matrix1.reduceRows(function(partial, elem, i, j) {
    return partial + elem
  }, [10, 20]); 
  // [13, 26]

Regular matrix stuff

  var matrix = new Matrix(3, 4, Math.random) // 3x4 matrix of random elements
 
  matrix.set(1, 2, "bananas")
  matrix.get(1, 2); // "bananas"
  matrix.equals(otherMatrix); // boolean
  
  // Numerical methods
  matrix.add(4).add(otherMatrix).times(anotherMatrix).mod(2).determinant()
 
  // Implementations of standard array methods.
  var slice = matrix.slice(0, 0, 2, 2) // args: startRow, startCol, endRow, endCol
  var newColCount = matrix.pushCol([5, 6, 7]); // modifies matrix in-place
  var row = matrix.popRow(); 
  var larger = matrix.concatVertical(otherMatrix); // sizes must match
  var idx = matrix.indexOf(1) // {row: 0, col: 0}
  

Method List

Class methods

• new Matrix(height, width, value)
• new Matrix(height, width, fillFunction(row, col))
• new Matrix(arrayOfArrays)
• .identity(size)
• .rotation(radians) - 2d rotation matrix for given angle
• .rotationRadians(radians) - alias of rotation
• .rotationDegrees(degrees)
• .vector(array) - a matrix with one row
• .vectorHorizontal(array) - alias of rector
• .vectorVertical(array) - like vector, but transposed

Basics

• .to2dArray()
• .toString()
• .copy()
• .clone() - alias of copy
• .equals(matrix)
• .equalsRow(rowIdx, array) - tests if row is equal to given array
• .equalsRow(rowIdx, matrix) - tests if row is equal to row in other matrix
• .equalsCol(colIdx, array)
• .equalsCol(colIdx, matrix)
• .size() - returns an object {rows: x, cols: y};
• .rows() - row count
• .cols() - col count
• .withinBounds(rowIdx, colIdx) - boolean
• .get(rowIdx, colIdx)
• .getRow(rowIdx) - returns a copy of the indicated row
• .getCol(colIdx)
• .set(rowIdx, colIdx, newValue)
• .setRow(rowIdx, newValue) - all entries are set to newValue
• .setRow(rowIdx, arrayOfNewValues) - entries set to values in array
• .setRow(rowIdx, function(colIdx)) - entries are calculated by given function
• .setCol(colIdx, newValue)
• .setCol(colIdx, arrayOfNewValues)
• .setCol(colIdx, function(rowIdx))
• .fill(fillFunction(rowIdx, colIdx)) - sets all values
• .clear() - sets all values to undefined

Functional Methods

All functional methods by default iterate from left to right, top to bottom. Vertical versions are also provided, though. All methods are NOT in-place and return copies.

• .map(iterator(value, rowIdx, colIdx, matrix))
• .reduce(iterator(acc, value, rowIdx, colIdx, matrix))
• .reduceHorizontal - alias of reduce
• .reduceVertical
• .reduceRows(iterator(acc, value, row), initial) - passes each row to iterator, returns an array of results
• .reduceCols(iterator(acc, value, col), initial) - initial can be a value or an array of values, one per column
• .each(iterator(value, rowIdx, colIdx, matrix))
• .eachHorizontal - alias of each
• .eachVertical
• .eachRow(iterator(row, rowIdx, matrix)) - passes each row array to the iterator
• .eachCol(iterator(col, colIdx, matrix))
• .every(iterator(value, rowIdx, colIdx))
• .some(iterator(value, rowIdx, colIdx))
• .zipWith(otherMatrix, iterator(thisElem, otherElem, i, j, thisMatrix, otherMatrix)) - like map but with two sources of the same size
• .pluck(property) - maps to named property of each element
• .invoke(method) - maps to result of invoking named method of each element
• .sample() - returns random element
• .sample(n) - returns array of n random elements
• .shuffle() - shuffles elements but maintains size

coming soon

• Support for currying and partial application!
• Right/bottom versions of each/reduce

Numerical methods

All methods are NOT in-place and return copies.

• .plus(number)
• .plus(matrix)
• .add - alias of plus
• .minus(number)
• .minus(matrix)
• .subtract - alias of minus
• .times(number)
• .times(matrix)
• .multiply - alias of times
• .mod(number)
• .round(digit) - rounds all values to the given precision
• .determinant()
• .rowMultiply(fromIdx, toIdx, multiple) - add multiple of fromRow to toRow

coming soon

• .inverse()
• .upperTriangular()
• .solveSystem(values)
• .eigenvalues()

Transforming methods

These work the same as the familiar array methods, except they take/return arrays. Push/pop/shift/unshift are in-place, to match arrays. All other methods return new matrices.

• .slice(startRow, startCol, endRow, endCol) - negative indices behave like array slice
• .submatrix() - alias of slice
• .pushRow(newRow) - returns new row count
• .pushCol(newCol)
• .unshiftRow(newRow)
• .unshiftCol(newCol)
• .popRow()
• .popCol()
• .shiftRow()
• .shiftCol()
• .concat(matrix)
• .concatHorizontal - alias of concat
• .concatVertical(matrix)
• .minor(rowIdx, colIdx) - the matrix after removing the given row and column
• .transpose()
• .swapRows(rowIdx1, rowIdx2)
• .swapCols(colIdx1, colIdx2)
• .rotateCW()
• .rotateCCW()
• .flipHorizontal()
• .flipVertical()

Query methods

• .contains(elem)
• .indexOf(elem) - finds the first index; returns {row: x, col: y} or null
• .indexesOf(elem) - returns array of all matches
• .count(elem)
• .replace(elem, newElem) - returns copy

coming soon

• Support for functions and regexes in .replace