Alex Loftus's repositories
mri-code-challenge
Week-long data analysis challenge for MRI data
transformer-from-scratch
In which I build different simple NLP models from scratch.
awesome-chatgpt-prompts
This repo includes ChatGPT promt curation to use ChatGPT better.
CaImAn
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
chemnlp
ChemNLP project
data
Datasets used in the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow
Dota-Stats
Dota 2 exploration
future-lens
Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
genetic-correlates-adhd
Using clustering to reduce within-gene SNP correlation
graspologic
Python package for graph statistics
linear_sum_assignment
Custom code to solve the linear sum assignment problem in the context of soldiers and countries
loftusa.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
lovely-tensors
Tensors, ready for human consumption
meta
A community dedicated to supporting tools for technical and scientific communication and interactive computing
nnsight
The nnsight package enables interpreting and manipulating the internals of deep learned models.
numpy-100
100 numpy exercises (with solutions)
open_flamingo
An open-source framework for training large multimodal models.
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.
paper_template
Paper template to use as a base for future academic papers.
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.
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)