Evan Anders's repositories
circuits-benchmark
A benchmark for mechanistic discovery of circuits in Transformers
SAELens
Training Sparse Autoencoders on Language Models
MLAI_courses_2024
Projects, etc. from ML / AI courses I'm auditing in 2024.
geometry_of_superposition
Simple toy models looking at the geometry of features in superposition
waterwaves
Playing around with 2-phase flow and surface water wates in Dedalus
superposition-geometry-toys
Experiments for running toy models of superposition as in Anthropic's 2022 paper. These experiments focus on superposition of composed features.
sae_validation_blogpost
Small experiments for verifying how good SAEs are.
2digit_subtraction_transformer
Training a transformer to do two-digit subtraction, then figuring out how it does that!
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dedalus_hpc_install
install scripts for dedalus and supporting modules on hpcs
compressible_stars
Code for running simulations of stars in dedalus' d3 framework.
gmode_variability_paper
Dedalus, MESA, Gyre, sonification, and plotting scripts accompanying the paper "The photometric variability of massive stars due to gravity waves excited by core convection"
rotation_reduces_entrainment
experiments for studying core erosion in jupiter, etc
eigentools
The Eigentools package for Dedalus
moosinesq_convection
Convection, in a moose.
schwarzschild_or_ledoux
3D experiments to see which is the right criterion for stability
shell_formulations
Scripts for testing different shell equation formulations in dedalus-d3
cbm_terminology_rnaas
A brief research note on the fluid dynamical terminology of convective boundary mixing
adventofcode2021
Messing around with rust during advent of code 2021
convective_penetration_paper
Code and supplementary files for a paper on convective penetration
rb_d3
rayleigh benard in dedalus d3
boussinesq_convection
Dedalus scripts for Boussinesq convection
d3_outputs
Averaging and output tasks for domains in dedalus' d3 framework
baxter_absorption_spectra
Model absorption spectra for the astrophysics day at the Baxter Summer Scholar program.
d3_cfl_tests
Scripts for understanding cfl constraints in weird geometries