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# Matrices and transforms¶

## Introduction¶

Before reading this tutorial, we recommend that you thoroughly read and understand the Vector math tutorial, as this tutorial requires a knowledge of vectors.

This tutorial is about transformations and how we represent them in Godot using matrices. It is not a full in-depth guide to matrices. Transformations are most of the time applied as translation, rotation, and scale, so we will focus on how to represent those with matrices.

Most of this guide focuses on 2D, using Transform2D and Vector2, but the way things work in 3D is very similar.

Note

As mentioned in the previous tutorial, it is important to remember that in Godot, the Y axis points down in 2D. This is the opposite of how most schools teach linear algebra, with the Y axis pointing up.

Note

The convention is that the X axis is red, the Y axis is green, and the Z axis is blue. This tutorial is color-coded to match these conventions, but we will also represent the origin vector with a blue color.

### Matrix components and the Identity matrix¶

The identity matrix represents a transform with no translation, no rotation, and no scale. Let's start by looking at the identity matrix and how its components relate to how it visually appears.

Matrices have rows and columns, and a transformation matrix has specific conventions on what each does.

In the image above, we can see that the red X vector is represented by the first column of the matrix, and the green Y vector is likewise represented by the second column. A change to the columns will change these vectors. We will see how they can be manipulated in the next few examples.

You should not worry about manipulating rows directly, as we usually work with columns. However, you can think of the rows of the matrix as showing which vectors contribute to moving in a given direction.

When we refer to a value such as `t.x.y`, that's the Y component of the X column vector. In other words, the bottom-left of the matrix. Similarly, `t.x.x` is top-left, `t.y.x` is top-right, and `t.y.y` is bottom-right, where `t` is the Transform2D.

### Scaling the transformation matrix¶

Applying a scale is one of the easiest operations to understand. Let's start by placing the Godot logo underneath our vectors so that we can visually see the effects on an object:

Now, to scale the matrix, all we need to do is multiply each component by the scale we want. Let's scale it up by 2. 1 times 2 becomes 2, and 0 times 2 becomes 0, so we end up with this:

To do this in code, we multiply each of the vectors:

```var t = Transform2D()
# Scale
t.x *= 2
t.y *= 2
transform = t # Change the node's transform to what we calculated.
```