If you use npm, install with
npm install @saehrimnir/druidjs, and use it with
import * as druid from "@saehrimnir/druidjs";
DruidJS uses internally the Matrix class for storing data. You can use it by creating a
druid.Matrix object for instance with the function
from, in example:
import * as druid from '@saehrimnir/druidjs'; let data = [[...], [...], ...]; let matrix = druid.Matrix.from(data);
You can create a
druid.Matrix object programmatically by:
let fn = (row, col) => row == col ? 1 : 0; let matrix = new druid.Matrix(rows, columns, fn);
rows == columns, then
matrix would be a identity matrix.
A shortcut for a identity matrix is:
let matrix = new druid.Matrix(rows, columns, "I"); // or let matrix = new druid.Matrix(rows, columnbs, "identity");
There are more shortcuts for creating matrices:
let matrix = new druid.Matrix(3, 3, "zeros"); // matrix would be a 3x3 matrix with zeroes let matrix = new druid.Matrix(3, 3, "center"); // matrix would be a 3x3 center matrix; let number = 12; let matrix = new druid.Matrix(3, 3, number); // matrix would b a 3x3 matrix filled with 'number'
If you want to use a
druid.Matrix object, for instance, with d3, you can use either the
to2dArray property, the
iterate_rows generator function, or just use the
druid.Matrix object as an iterable (works with d3 since version 6).
let data = await d3.csv("data.csv"); let matrix = druid.Matrix.from(data); d3.selectAll("datapoints").data(matrix.to2dArray)//... d3.selectAll("datapoints").data(matrix.iterate_rows())//... d3.selectAll("datapoints").data(matrix)//...