neural-network-studio

Welcome to Neural Network Studio.

Banner

This is an interactive 3D neural network visualizer built with TensorFlow.js, Three.js, and React. Repo created by Zucker Timothy from Tanzania.

Quick Links

🔭 Visualizes neural networks in 3D with Three.js.
👨‍💻 Real time AI training.
🌍 Supports interactive learning for students and developers.

Technologies

Frontend

frontend

Machine Learning

Tools

tools

Overview

Neural Network Studio is a web app for exploring neural networks in 3D. It visualizes real time training and supports parameter tweaks for XOR, Linear Regression, and Circle Classification. This repo is a hobby of mine since i started to learn tensorflow.js

Key Features

3D Visualization: View layers, weights, and activations in real time.
Interactive Controls: Adjust layers, neurons, and learning rates.
Problem Types: Train on XOR, Linear Regression, and Circle Classification.
Metrics: Monitor real time performance and loss.
Educational Focus: Enhances AI learning for Tanzanian and global audiences.

🤓 Artificial Neural Networks.

Quick Start

Prerequisites

Node.js 14+ and npm
Git

Installation

Clone the repository:

git clone https://github.com/zuck30/neural-network-studio.git
cd neural-network-studio

Install dependencies:
```
npm install
```
Start the development server:
```
npm start
```
Access the app:
- Open http://localhost:5173 in your browser.
- Experiment with network parameters and visualize training.