Callum McDougall

ARENA_3.0. Jupyter Notebook

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

ARENA_2.0. Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

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).

sae_visualizer. HTML

sae-exercises-mats. Python

TransformerLens-intro. HTML

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

computational-thread-art-v2. Updated version of my computational thread art algorithm, which also includes code for generating full-color images.

SERI-MATS-2023-Streamlit-pages. Repo for hosting Streamlit pages for my 2023 SERI MATS project with Arthur Conmy (mentored by Neel Nanda).

CircuitsVis. Mechanistic Interpretability Visualizations using React

jupyter-to-anki. Python functions to convert Jupyter Notebooks into Anki cards.

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

arena-heroku. HTML

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

computational-thread-art-v3. Jupyter Notebook

arena-pragmatic-interp. Jupyter Notebook

SERIMATS_app. Application for Neel's SERI MATS stream, 2023.

arena-v1. HTML

plotly-widgets. Jupyter Notebook

SAE_Bench_Template. Python

Fundamentals. HTML

arena-v1-ldn-exercises-new. HTML

copy-suppression. HTML