ManimML is a project focused on providing animations and visualizations of common machine-learning concepts with the Manim Community Library. Please check out our paper. We want this project to be a compilation of primitive visualizations that can be easily combined to create videos about complex machine-learning concepts. Additionally, we want to provide a set of abstractions that allow users to focus on explanations instead of software engineering.

Features

  • First Neural Network
  • Documentation available
  • Examples available
  • A Simple Feed Forward Network
  • Animate the Forward Pass
  • Convolutional Neural Networks
  • Convolutional Neural Network with an Image

Project Samples

ManimML Screenshot 1 ManimML Screenshot 2

Project Activity

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Categories

Machine Learning

License

MIT License

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ManimML Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-09
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