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Callum McDougall's Projects

anki_templates icon anki_templates

Contains templates for Anki cards, and code to auto-generate Anki cards (coming soon)

arena_2.0 icon arena_2.0

Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

circuitsvis icon circuitsvis

Mechanistic Interpretability Visualizations using React

computational-thread-art icon computational-thread-art

Code that renders an image as a series of lines connecting pins around a circular frame (for more detail, see my Medium page).

computational-thread-art-v2 icon computational-thread-art-v2

Updated version of my computational thread art algorithm, which also includes code for generating full-color images.

eindex icon eindex

My interpretation of what einops indexing would look like (created to work on during my SERI MATS project).

path_patching icon path_patching

Implementation of path patching & activation patching (will eventually add to TransformerLens).

sae_vis icon sae_vis

Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).

strat-success-correlation icon strat-success-correlation

Analysis of the correlation coefficient of mean reversion strategy between major US equity stocks, to investigate the extent to which success of a particular strategy is shared across the market

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