Distill's Projects
This builds the distill drafts website from the individual post repositories. This is public, but probably not interesting. You are likely looking for an example article (https://github.com/distillpub/post--example) or the framework (https://github.com/distillpub/template) instead.
Using feature inversion to visualize millions of activations from an image classification network, we create an explorable activation atlas of features the network has learned which can reveal how the network typically represents some concepts.
Using Artificial Intelligence to Augment Human Intelligence
The repository for the submission "Visualizing the Impact of Feature Attribution Baselines"
Attention and Augmented Recurrent Neural Networks
Exploring Bayesian Optimization
The Building Blocks of Interpretability
High/Low Frequency Detectors for Circuits article
Circuits: Branch Specialization
Visualizing Weights
Zoom In: An Introduction to Circuits
Sequence Modelling with CTC
Deconvolution and Checkerboard Artifacts
A powerful, under-explored tool for neural network visualizations and art.
Distill Update 2018
Example Distill article repository—clone, rename, start writing!
Feature Visualization
Feature-Wise Transformations
Open Questions about Generative Adversarial Networks
Growing Neural Cellular Automata
Four Experiments in Handwriting with a Neural Network