Distill (distillpub)

Distill

distillpub

Geek Repo

Supporting Clarity in Machine Learning

Location:San Francisco, CA

Home Page:https://distill.pub

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Distill's repositories

template

This is the repository for the distill web framework

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post--feature-visualization

Feature Visualization

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post--visual-exploration-gaussian-processes

A Visual Exploration of Gaussian Processes

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post--building-blocks

The Building Blocks of Interpretability

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post--growing-ca

Growing Neural Cellular Automata

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post--bayesian-optimization

Exploring Bayesian Optimization

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post--example

Example Distill article repository—clone, rename, start writing!

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post--ctc

Sequence Modelling with CTC

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post--selforg-textures

Self-Organising Textures

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post--differentiable-parameterizations

A powerful, under-explored tool for neural network visualizations and art.

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post--understanding-rl-vision

Understanding RL vision Distill article

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post--attribution-baselines

The repository for the submission "Visualizing the Impact of Feature Attribution Baselines"

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post--multimodal

Multimodal Neurons in Artificial Neural Networks

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post--understanding-gnns

Official repository for our Distill.pub submission: 'Understanding Convolutions on Graphs'.

post--safety-needs-social-scientists

AI safety needs social scientists

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drafts

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.

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post--gan-open-problems

Open Questions about Generative Adversarial Networks

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post--td-paths

The Paths Perspective on Value Learning

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post--circuits--frequency-edges

High/Low Frequency Detectors for Circuits article

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