Discover dfm/ugly Open Source project by Dan Foreman-Mackey (@dfm)

The Open Source Report Card

1,373

osrc

Make some beautiful corner plots

1,034

corner.py

Fast and flexible Gaussian Process regression in Python

446

george

Extending JAX with custom C++ and CUDA code

434

extending-jax

The tiniest of Gaussian Process libraries

368

tinygp

Scalable 1D Gaussian Processes in C++, Python, and Julia

283

celerite

A tutorial about Gaussian process regression

179

Python bindings to Charlie Conroy's Flexible Stellar Population Synthesis (FSPS) Fortran code

173

python-fsps

Python bindings to a subset of the NUFFT algorithm

python-nufft

Fortran

flask-d3-hello-world

Proof of concept

HTML

pcp

A Python implementation of the Principal Component Pursuit algorithm from arXiv:0912.3599

A non-traditional TensorFlow tutorial

tf-tutorial

A Python script for bulk renaming the default branch of your GitHub repositories using the API

rename-github-default-branch

Interface ReadTheDocs and GitHub Actions

rtds-action

A Python library for finding feed links on websites.

feedfinder2

Apply black to ipynb files

black_nbconvert

jpu

JAX + Units

Tools for working with Kepler data using Python

kplr

Multivariate linear interpolation in TensorFlow

tf.interp

This browser extension reorders the listings at arXiv.org based on your browsing history

arxivist

My CV

Estimate the autocorrelation time of time-series data very quickly

acor

savefig

Save matplotlib figures with embedded metadata for reproducibility and profit

Souce code for our ARA&A review of Gaussian process regression for astronomical time-series

araa-gps

An experiment: emcee implemented in JAX

emcee-jax

dfm.github.com

HTML

twitterick

Crowdsourced limericks.

DEPRECATED: use dfm/emcee version 3 instead

emcee3

arxiv-analysis

A tool for robust numerical optimization running right in your browser

optimize.js

A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work

numpyro-ext

python-bls

Python bindings to BLS

🎧 Keep listening to music with your friends even from a social distance

spotify-party

github-repo-crawler

Crawl all the GitHubz

An Alfred Workflow to search the SAO/NASA Astrophysics Data System

adsabs.alfredworkflow

Run Jupyter Lab as a desktop application

Ganymede

TypeScript

kepler.py

Fast and stable solver for Kepler's equation in Python

A script that can help you find JOSS reviewers

joss-reviewer

wtfisforlunch.com

WTF is for Lunch?

Example astronomy data analysis problems tackled using probabilistic models

astro-data-examples

ketu

I can haz planetz?

A template for Python projects

copier-python

Jinja

MarkovPy

Superseded by emcee

A wordle simulator and an experiment in active learning

wordle

Rust

tess-atlas

Code and website for my arxiv abstract dataset

data.arxiv.io

celerite2-tensorflow

Celerite + TensorFlow

Python bindings for the Flatiron Institute Non-Uniform Fast Fourier Transform library

python-finufft

An interface to CasJobs for Humans.

casjobs

Just a slick little Markov chain Monte Carlo sampler written in Javascript...

emcee.js

gprv

pyarxiv

A work in progress...

An interactive map of NYC coffee

coffee-map

Holiday hacking because I'm a nerd

adventofcode

Rust

copier-simple-python

A template for my Python packaging recommendations circa Sept 2023. Prepared for dotastro.

Jinja

ahw2018

Exercises for Astro Hack Week 2018

An Albert extension to support NASA ADS searches

adsabs.albert

rmhmc

Riemannian HMC in JAX

A Python implementation of Hu et al. (2008)'s "Collaborative Filtering for Implicit Feedback Datasets"

implicit-cf

Star-Field

A reference implementation of box least squares in Python

bls.py

Photodynamical code for fitting the light curves of multiple body systems written by Josh Carter

photodynam

Celerite2.jl

Julia

exopop

Inferring the population of exoplanets

A note about how hierarchical inference will save the world.

dotfiles

My dotfiles...

Shell

hierarchical-inference

lunch

Where will Camp Hogg eat lunch this semester? [a sick day project]

A better way to read the arXiv

arxiv.io

Machine learning class at NYU

ml-class

Single transit events in Kepler

peerless

Benchmarking LS periodogram implementations

nufft-ls

dfm-ml

Gaussian processes

Collaborative LDA (à la Wang & Blei 2011)

clda

A collection of custom TensorFlow Ops for astronomy

AstroFlow

Shit. I need to write a thesis.

thesis

gist.gallery

hackaas2018

A lightweight version of showyourwork

sywlite

A tutorial for the TASC5 meeting at MIT

tasc5

A PyMC3 tutorial for astronomers

pymc3-tutorial

dominion

untrendy

Stripe82

kpsf

Doing photometry in K2 by building a model of the focal plane

nbview

parrotization

badass

Betterize your Python

mog

Mixtures of Gaussians

A new version of dfm/george written in PyTorch

simplexy.js

sup

4sq

george2

Rotation using celerite and EVEREST

rotate

A cross match of the Gaia and Kepler catalogs

dotvim

Vim Script

gaia-kepler

gpu-limbdark

A collection of GitHub Actions workflows that I find useful

workflows