nexa_visualize

An interactive educational tool that visualizes the architecture and training of neural networks in 3D. It helps learners see how a model is built and how it trains.

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Share on XLicense: Apache-2.0

Overview

Nexa Visualize is an interactive educational tool that shows the architecture and training of a neural network in real-time 3D. It is built with React and Three.js and aims to make ideas such as forward propagation, backpropagation and hyperparameter tuning easier to grasp by watching them happen. The app is static and needs no runtime secrets, and the repository is set up for static hosting on GitHub Pages.

Key features

  • Real-time 3D view of a neural network's structure
  • Shows forward propagation and backpropagation during training
  • Illustrates hyperparameter tuning
  • Static app, set up for GitHub Pages hosting

Best for

Students and teachers who want a visual way to explain how neural networks are built and trained. It is a learning aid rather than a tool for training production models.

Upstream
DarkStarStrix/Nexa_Visualize
Fork on GitHub
Guo-astro/nexa_visualize
Upstream stars
15
Category
Learning, interviews and curated lists
Language
JavaScript
License
Apache-2.0
Forked
2025-11-12
Sync status
In syncLast synced 2026-11-08

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