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Distill

Computer Science

Research journal of interactive machine-learning articles.

distill.pub
Writing
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The work, all in one place.

5 selected projects, with credit and a path to the original.

Attention and Augmented Recurrent Neural Networks project artwork
Writing / Computer Science

Attention and Augmented Recurrent Neural Networks

A visual overview of neural attention and the extensions of recurrent neural networks (Chris Olah & Shan Carter).

attentionrnnsneural networks
Feature Visualization project artwork
Writing / Computer Science

Feature Visualization

How neural networks build up their understanding of images (Olah, Mordvintsev & Schubert).

interpretabilityneural networkscomputer vision
A Gentle Introduction to Graph Neural Networks project artwork
Writing / Computer Science

A Gentle Introduction to Graph Neural Networks

Interactive tour of the components needed to build learning algorithms on graphs.

graph neural networksmachine learning
Activation Atlas project artwork
Writing / Computer Science

Activation Atlas

Explore millions of neural-network activations visualized with feature inversion.

interpretabilityneural networks
Growing Neural Cellular Automata project artwork
Writing / Computer Science

Growing Neural Cellular Automata

Interact with differentiable cellular automata that grow and regenerate patterns.

cellular automataself-organizationneural networks