callummcdougall

ARENA_3.0

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_vis

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

sae_visualizer

TransformerLens-intro

path_patching

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

SERI-MATS-2023-Streamlit-pages

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

computational-thread-art-v2

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

sae-exercises-mats

arena-v1

CircuitsVis

Mechanistic Interpretability Visualizations using React

eindex

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

jupyter-to-anki

Python functions to convert Jupyter Notebooks into Anki cards.

Fundamentals

plotly-widgets

anki_templates

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

arena-v1-ldn-exercises-new

SERIMATS_app

Application for Neel's SERI MATS stream, 2023.

arena-v1-ldn-streamlit-new

fn_vectors

gpt-papers

new-repo

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

TransformerLens

Forking this to host my Streamlit pages, during SERI MATS 2023.