#604 · Primary category: Education & Research

Interactive_Tools

deep-learning interactive-tools machine-learning

Interactive Tools for Machine Learning, Deep Learning and Math

Project last updated:08/11/24

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Why we included this project

This repo gathers interactive visualizations that let you learn machine learning, deep learning, and math by clicking around instead of just reading. It collects working browser-based demos, from a live GPT-2 transformer explainer and BertViz-style attention visualizers to CNN explainers, GAN playgrounds, and embedding projectors, plus interactive probability, Bayesian inference, and Gaussian process demos. Every tool links back to its original source, so the value here is having a vetted starting point for building intuition, not a package you install and run. If you understand systems better by tweaking parameters than by following equations, this saves the usual hours of searching across scattered sites for decent demos.

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