Discover @jwuphysics Open Source projects

John F. Wu (@jwuphysics)

jwuphysics

Stars
82
Global Rank 239,858 (Top 9 %)
Followers 90
Following 113
Registered almost 12 years ago
Most used languages

Jupyter Notebook
85.7 %

Julia
7.1 %

Python
7.1 %
Location 🇺🇸 United States
Country Total Rank 57,287
Country Ranking

Julia
1,173

Jupyter Notebook
2,087

predicting-spectra-from-images

Predicting galaxy spectra from images

Jupyter Notebook

galaxy-autoencoders

Autoencoders for galaxies

Jupyter Notebook

HI-convnets

Estimating galaxy gas mass fractions using SDSS imaging

Jupyter Notebook

galaxy-cnns

Using SDSS imaging to predict galaxy metallicity. Maintained by @jwuphysics @boada

Jupyter Notebook

halo-gnns

Estimating galaxy-halo properties using graph neural networks

Jupyter Notebook

xSAGA

Extending the SAGA survey to the wide-field regime using deep learning.

Jupyter Notebook

ism-star-ml

Machine learning and deep learning tutorials for the ISM* at ST group

Jupyter Notebook

colors

John's color style guide

gnn-linking-lengths

Measuring galaxy environmental distance scales with GNNs and explainable ML models

Jupyter Notebook

agn-convnets

Identifying active galactic nuclei with machine learning

Jupyter Notebook

convnet-demo

A convolutional neural network demo using Pytorch + fastai

Jupyter Notebook

blog

John Wu's *old* blog -- please see https://jwuphysics.substack.com for the new one

Jupyter Notebook

infrared-sed-fitting

Fitting galaxy spectral energy distributions at infrared wavelengths

adventofcode2021

Advent of Code 2021

fitting-a-model-to-data

Learning how to fit a model to a data set

Jupyter Notebook