wesg52

world-models

Extracting spatial and temporal world models from LLMs

sparse-probing-paper

Sparse probing paper full code.

universal-neurons

Universal Neurons in GPT2 Language Models

sindy_mio_paper

Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization

llm-context-neurons

Find context neurons in Pythia models.

AI-Poker

pysindy-miosr

A package for the sparse identification of nonlinear dynamical systems from data

UrbanAnalytics

Web application built on census data for academics and policy makers

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

clusterrepo

Fork this repository for 15.S60 assignment 1 task 2.

covid19-modeling

Coronavirus agent based modeling

Genetic-Knapsack

Implementing genetic algorithms to solve 0-1 knapsack

Kmedians

Benchmarking Kmedians for Redistricting

mats_sae_training

Training Sparse Autoencoders on Language Models

Mikey-Midi

A python tutorial motivated by music

MNIST

Using different neural network architectures to solve MNIST classification

NOIE

Neural Open Information Extraction CS 6740 Final Project

Project-Euler

Solutions to Project Euler problems

sae_vis

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

TransformerLens

A library for mechanistic interpretability of GPT-style language models

wesg52.github.io

Personal website