Alex Spies's repositories
ssh_gpu_checker
Some terrible code for checking GPU availability across machines
spareroom-scraper
Filter SpareRoom listings and calculate commute times with CityMapper API to allow more comprehensive filtering. Outputs a .csv and can be re-run daily.
attention-tutorial
Jupyter Notebook tutorial on Attention Mechanisms, Position Embeddings and Random Fourier Feature based approximations. Created for Imperial College Deep Learning Course
meinsweeper
A light-weight framework for running experiments on arbitrary compute nodes
foam_note_template
VSCode project for taking notes on papers with Foam, and extracting annotations in a well-structured manner through a simple Python script. Not stable!
academic-page
Academic Page
adl_course
Advanced Deep Learning course site
ar5iv_chrome_ext
automatically replace Arxiv.org pdf links with ar5iv
attn_superposition
Superposition in Attention Heads
ELM
Evolution Through Large Models Implementation
google-research
Google Research
haiku_probe
A set of lightweight tools for probing ANNs built in Haiku and visualizing the results.
iclp-schedule-generation
Use conference template to generate schedule for iclp 2023 @ ICL
muutils
collection of miscellaneous python utilities -- including but not limited to serialization, logging, tensor shenanigans, and more
otter-grader
A Python and R autograding solution
plshalp
Collection of utilities
prettyplots
Design your own matplotlib stylefile interactively
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
pytorch-template
Schnell and Dirty PyTorch Research Template
raid-helper-sheets
discord bot to help dump raid helper info to google sheets
slide_video_creation
Scripts for creating a video of a set of slides, given another video in which the slides are visible
stable-diffusion
fun fun
unsearch-lowkey-theme
A Simple & Humble Hugo Themes
xland-minigrid
JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️