2023 Visualizer Grant Project

An open-source neural network visualization tool built by the ellao community to make machine learning transparent and accessible.

Explore the Tool

Project Overview

A browser-based open-source tool to visualize neural network training processes and decision patterns

Problem

Complex neural networks lack intuitive explanation tools for non-experts. Developers needed simple methods to teach and understand model behavior.

Solution

The Visualizer uses interactive 3D rendering to display real-time activation patterns, training progress, and decision trees with no code required.

Visualizer Features

3D Visualization

View neural pathways in immersive 3D with adjustable parameters for model analysis.

Instant Export

Download visualizations as video or image in any format (mp4, png, gif).

Open Source

Built on TensorFlow.js and available on GitHub as an open-source library.

Impact So Far

150k+ downloads, 40 universities integrated into curricula, and 87 forks on GitHub.

150+
Educational Institutions
220k
GitHub Stars
56
Language Translations

Try the Visualizer in Action

Load a pre-trained model or create your own neural network. All features are open source on GitHub.

GitHub Repository Open Demo

Want to help improve?

Add new features, translate the tool, or improve documentation. We welcome developers of all skill levels.

Start Contributing View Issues
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