ML Visuals now includes more than 100 available custom graphics and users can use these resources in any paper, blog, PPT.
This 101-page template contains several sections：
-
Basic Components
-
Architecture
-
Machine Learning Concepts
-
Abstract background
-
Gradient background
-
Machine Learning & Health
-
Other
-
Machine Learning System Design
Basic Components
This drawing template starts with a variety of basic components, such as rounded rectangles to represent processes, operations or transformations, small circles to represent neurons or arbitrary operations, rows of small squares to represent vectors, and grids to represent multidimensional arrays.
Architecture
The architecture section has the largest number of templates, 32 in total. For complex model architectures, it is obvious that setting templates is much more convenient than drawing them by hand.
For example, draw a schematic diagram of the convolution operation：
It is also easy to reproduce some classic architectures using this template, for example, the following diagram shows the Transformer architecture drawn using this template：
Machine Learning Concepts
该模板还可以用来表示机器学习中的一些基本概念，比如 DropOut、归一化：
In addition, this set of templates currently contains several sheets on biological and medical fields. For example, pain intensity prediction, pain location prediction：
This graph representing the "pain index" can be used elsewhere with a few modifications：
Finally, let's look at the neural network drawn using this template：
In addition, the template can be used for machine learning system design, such as：
