Pinned Repositories
graspologic
Python package for graph statistics
ADHD
ADHD 23andme data exploration
jhu-dissertation-mwe
JHU Dissertation LaTeX mwe
loftusa
paper_template
Paper template to use as a base for future academic papers.
phallic_geography
the most immature project we could possibly imagine
thesis
Alex Loftus's master's thesis, Biomedical Engineering, Data Science Concentration, Johns Hopkins University, Dec 2021
transformer-from-scratch
In which I build different simple NLP models from scratch.
graphutils
Alex's utilities for working with ndmg outputs.
m2g
NeuroData's MRI to Graphs (m2g) - connectome estimation package and pipeline
loftusa's Repositories
loftusa/paper_template
Paper template to use as a base for future academic papers.
loftusa/loftusa
loftusa/phallic_geography
the most immature project we could possibly imagine
loftusa/transformer-from-scratch
In which I build different simple NLP models from scratch.
loftusa/attribution
loftusa/Awesome-Interpretability-in-Large-Language-Models
This repository collects all relevant resources about interpretability in LLMs
loftusa/bio-chem-lm
loftusa/CaImAn
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
loftusa/chemnlp
ChemNLP project
loftusa/CS7150-Homework-1
Homework 1 assignment
loftusa/cs7180
CS7180 Interpretability Seminar Course Website + Materials
loftusa/future-lens
Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
loftusa/GPTNext
Starting from Andrej Karpathy's NanoGPT repo, progressively introduce the various improvements to transformers that were developed over the last four years, and see which one gets the most "bang-for-buck". Inspired by the ConvNEXT paper.
loftusa/graspologic
Python package for graph statistics
loftusa/homl
hands-on machine learning aurelion geon
loftusa/loftusa.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
loftusa/lovely-tensors
Tensors, ready for human consumption
loftusa/ndif-website
The website for NDIF, the National Deep Inference Fabric
loftusa/ndifpaper
loftusa/nnsight
The nnsight package enables interpreting and manipulating the internals of deep learned models.
loftusa/numpy-100
100 numpy exercises (with solutions)
loftusa/onramp
Tools and tips for new lab members
loftusa/open_flamingo
An open-source framework for training large multimodal models.
loftusa/paper-cookie-cutter
latex templates for papers to-be submitted to major conferences with cookie cutter papers, with each section an outline of what should be in the section.
loftusa/photograph-classifier
When we pull photographs from the internet using web scraping techniques, we often get pictures (powerpoint slides, images with big logos, etc) that will be bad for our classifiers. This repository defines a meta-model which checks if an image is a photograph or not.
loftusa/randomfun
loftusa/representations-across-sizes
Comparing dirichlet energy of representations across different LLM sizes
loftusa/sidn-handbook
The Structure and Interpretation of Deep Networks Handbook
loftusa/stocks
Test to see how quickly I can make a functional stock market tracker that sends me WhatsApp summaries.
loftusa/Vesuvius-InkDetection
The Vesuvius Challenge is a machine learning and computer vision competition to read the Herculaneum Papyri.