AI Visualization / Explanation

 

Visualization techniques are of high importance in the field of data science and teaching to explain the concepts of AI.Using charts, graphs, and animations to visualize complex topics is easier th...

Visualization techniques are of high importance in the field of data science and teaching to explain the concepts of AI.

Using charts, graphs, and animations to visualize complex topics is easier than poring over spreadsheets or reports.

Here, in this article, I started to collect excellent animations explaining parts within the complex world of artificial intelligence.

For sure many good links are missing, feel free to send comments, I will update the list.

Many thanks to the original and creative authors! Great piece of work.

Intro to ML & Bias-Variance

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Visualizing CNNs

CNN visualization

Teachable Machines (and many more examples)

Teachable Machines

Explaining Neural Nets

Explaining Neural Nets

Explaining GANs (Generative adversarial networks )

Explaining GANs

Distill - communicate science

With the goal to best communicate science and serve the reader.

Explaining Research

TensorSpace: 3D

visualization framework for neural nets Explaining tensor space