jwuphysics
Assistant Astronomer @spacetelescope and Associate Research Scientist at JHU.
Space Telescope Science InstituteBaltimore, MD
Pinned Repositories
AstroHackWeek2022
galevo23-tutorials
Tutorials for the KITP Galevo23 program
colors
John's color style guide
galaxy-autoencoders
Autoencoders for galaxies
galaxy-cnns
Using SDSS imaging to predict galaxy metallicity. Maintained by @jwuphysics @boada
halo-gnns
Estimating galaxy-halo properties using graph neural networks
HI-convnets
Estimating galaxy gas mass fractions using SDSS imaging
predicting-spectra-from-images
Predicting galaxy spectra from images
xSAGA
Extending the SAGA survey to the wide-field regime using deep learning.
jwuphysics's Repositories
jwuphysics/predicting-spectra-from-images
Predicting galaxy spectra from images
jwuphysics/halo-gnns
Estimating galaxy-halo properties using graph neural networks
jwuphysics/colors
John's color style guide
jwuphysics/ism-star-ml
Machine learning and deep learning tutorials for the ISM* at ST group
jwuphysics/xSAGA
Extending the SAGA survey to the wide-field regime using deep learning.
jwuphysics/gnn-linking-lengths
Measuring galaxy environmental distance scales with GNNs and explainable ML models
jwuphysics/CDDPM4SDSS
DDPM designed to generate SDSS-like images of galaxies conditioned on their physical property data.
jwuphysics/galaxy-spectra-conditional-diffusion
Repository for "Generating astronomical spectra from photometry with conditional diffusion models" (ML4PS@NeurIPS 2022)
jwuphysics/LSSTC-DSFP-Session-19
This is a repository for Session-19 (Machine Learning) of the LSSTC Data Science Fellowship Program.
jwuphysics/machine-learning-reading-group
Machine Learning Reading Group
jwuphysics/annotated-s4
Implementation of https://srush.github.io/annotated-s4
jwuphysics/assembly-vs-environment
is assembly history or environment more important for learning galaxy properties?
jwuphysics/astro-convnet-tutorials
Personal repo of how to do random things related to convnets
jwuphysics/AstroCLIP
Multimodal contrastive pretraining for astronomical data
jwuphysics/AstroHackWeek2022
jwuphysics/deepmerge
my python fork of deepmerg
jwuphysics/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
jwuphysics/e3nn
A modular framework for neural networks with Euclidean symmetry
jwuphysics/hellouniverse
jwuphysics/imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
jwuphysics/indaba-pracs-2022
Notebooks for the Practicals at the Deep Learning Indaba 2022.
jwuphysics/jwuphysics.github.io
My academic website.
jwuphysics/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
jwuphysics/marker
Convert PDF to markdown quickly with high accuracy
jwuphysics/old-jwuphysics.github.io
(deprecated) My professional website
jwuphysics/pysr_tutorial
jwuphysics/python-project-template
Python project best practices for scientific software
jwuphysics/sbi
Simulation-based inference toolkit
jwuphysics/shell-shortcuts
shell shortcuts that I probably should have memorized
jwuphysics/tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️