ameobea/rnn-viz

Interactive visualizations and demos that are used in a blog post I wrote about logic in the context of neural networks

Neural Network Experiements + Visualizations

This repository contains visualizations and demos that are used in a blog post I wrote about logic in the context of neural networks. The best place to head to get more info on the stuff here is to read that!

It also includes TF.JS implementations of the Ameo activation function as introduced in that post.

Tech used to build these demos includes uPlot and eCharts for charts + graphs, Three.JS for the 3D voxel-based function plot seen above, and TensorFlow.JS for implementing the Ameo activation function and training the binary additional model referenced in the last part of the blog post.