Discover @dfm Open Source projects

Dan Foreman-Mackey (@dfm)

dfm

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Location 🇺🇸 United States
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emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

osrc

The Open Source Report Card

corner.py

Make some beautiful corner plots

george

Fast and flexible Gaussian Process regression in Python

extending-jax

Extending JAX with custom C++ and CUDA code

tinygp

The tiniest of Gaussian Process libraries

celerite

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

gp

A tutorial about Gaussian process regression

Jupyter Notebook

python-fsps

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

python-nufft

Python bindings to a subset of the NUFFT algorithm

flask-d3-hello-world

Proof of concept

pcp

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

tf-tutorial

A non-traditional TensorFlow tutorial

Jupyter Notebook

rename-github-default-branch

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

rtds-action

Interface ReadTheDocs and GitHub Actions

feedfinder2

A Python library for finding feed links on websites.

black_nbconvert

Apply black to ipynb files

jpu

kplr

Tools for working with Kepler data using Python

tf.interp

Multivariate linear interpolation in TensorFlow

Jupyter Notebook

arxivist

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

cv

acor

Estimate the autocorrelation time of time-series data very quickly

savefig

Save matplotlib figures with embedded metadata for reproducibility and profit

araa-gps

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

emcee-jax

An experiment: emcee implemented in JAX

dfm.github.com

twitterick

Crowdsourced limericks.

emcee3

DEPRECATED: use dfm/emcee version 3 instead

arxiv-analysis

optimize.js

A tool for robust numerical optimization running right in your browser

numpyro-ext

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

python-bls

Python bindings to BLS

spotify-party

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

github-repo-crawler

Crawl all the GitHubz

adsabs.alfredworkflow

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

Ganymede

Run Jupyter Lab as a desktop application

kepler.py

Fast and stable solver for Kepler's equation in Python

joss-reviewer

A script that can help you find JOSS reviewers

wtfisforlunch.com

WTF is for Lunch?

astro-data-examples

Example astronomy data analysis problems tackled using probabilistic models

ketu

I can haz planetz?

Jupyter Notebook

copier-python

A template for Python projects

MarkovPy

Superseded by emcee

wordle

A wordle simulator and an experiment in active learning

tess-atlas

data.arxiv.io

Code and website for my arxiv abstract dataset

celerite2-tensorflow

Celerite + TensorFlow

python-finufft

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

casjobs

An interface to CasJobs for Humans.

emcee.js

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

gprv

Jupyter Notebook

pyarxiv

A work in progress...

coffee-map

An interactive map of NYC coffee

adventofcode

Holiday hacking because I'm a nerd

copier-simple-python

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

ahw2018

Exercises for Astro Hack Week 2018

adsabs.albert

An Albert extension to support NASA ADS searches

rmhmc

Riemannian HMC in JAX

ugly

The ugliest Google Reader replacement on the market

implicit-cf

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

Star-Field

bls.py

A reference implementation of box least squares in Python

photodynam

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

Celerite2.jl

exopop

Inferring the population of exoplanets

dotfiles

hierarchical-inference

A note about how hierarchical inference will save the world.

lunch

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

arxiv.io

A better way to read the arXiv

ml-class

Machine learning class at NYU

peerless

Single transit events in Kepler

Jupyter Notebook

nufft-ls

Benchmarking LS periodogram implementations

dfm-ml

Gaussian processes

clda

Collaborative LDA (à la Wang & Blei 2011)

AstroFlow

A collection of custom TensorFlow Ops for astronomy

thesis

Shit. I need to write a thesis.

gist.gallery

hackaas2018

Jupyter Notebook

sywlite

A lightweight version of showyourwork

tasc5

A tutorial for the TASC5 meeting at MIT

Jupyter Notebook

pymc3-tutorial

A PyMC3 tutorial for astronomers

Jupyter Notebook

dominion

untrendy

De-trending Kepler light curves in style

Stripe82

kpsf

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

nbview

parrotization

badass

Betterize your Python

mog

Mixtures of Gaussians

simplexy.js

sup

the Real s'up app

4sq

george2

A new version of dfm/george written in PyTorch

rotate

Rotation using celerite and EVEREST

Jupyter Notebook

dotvim

gaia-kepler

A cross match of the Gaia and Kepler catalogs

Jupyter Notebook

gpu-limbdark

workflows

A collection of GitHub Actions workflows that I find useful

discretionary

A tiny proc macro to make all your struct fields optional