Dan Foreman-Mackey

numpyro. Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

jupyterlab-gist-it. Upload a Jupyter notebook as a Gist with the click of a button.

proplot. 🎨 A succinct matplotlib wrapper for making beautiful, publication-quality graphics

simple-pytree. A dead simple Python package for creating custom JAX pytree objects

snakedoc. A Sphinx extension for Snakemake workflows

posy. Rust

nanobind. nanobind: tiny and efficient C++/Python bindings

adventofcode2022. Advent of Code 2022, in Rust again!

plotlib. Data plotting library for Rust

Peroxide. Rust numeric library with high performance and friendly syntax

dfdx. Deep learning in Rust, with shape checked tensors and neural networks

helix. A post-modern modal text editor.

store-artifact-on-branch. Testing committing GH actions build artifacts to a temporary branch from pull requests

xla-rs. Experimentation using the xla compiler from rust

TheThresher. A tool for online blind deconvolution of high frame-rate astronomical imaging data based on David W. Hogg and Dan Foreman-Mackey's project of the same name (https://github.com/davidwhogg/TheThresher)

advent-of-code. Solutions for advent of code

advent_of_code_2020. Rust

showyourwork. A workflow for reproducible and open scientific articles

kermit. Artisanal reparametrizations of the Kepler problem

docs_versions_menu. A versions menu for Sphinx-based documentation

bevy. A refreshingly simple data-driven game engine built in Rust

MPoL. A flexible Python platform for Regularized Maximum Likelihood imaging

actions-gh-pages. GitHub Actions for GitHub Pages 🚀 Deploy static files and publish your site easily. Static-Site-Generators-friendly.

nord. An arctic, north-bluish color palette.

AdventofCode2020. Jupyter Notebook

advent-of-code. Horrible terrible code for Advent of Code 2020 problems

adventofcode. My advent of code excursions.

advent-of-code. Julia

specgp. Gaussian processes for multi-wavelength and spectral observations

jax_xla_adventures. Dive into Jax, Flax, XLA and C++

leg-gps. Jupyter Notebook

papermill. 📚 Parameterize, execute, and analyze notebooks

mici. Manifold Markov chain Monte Carlo methods in Python

gh-action-pypi-publish. The blessed :octocat: GitHub Action, for publishing your :package: distribution files to PyPI, the tokenless way: https://github.com/marketplace/actions/pypi-publish

pakman. A modular, efficient and portable tool for running parallel approximate Bayesian computation algorithms.

volcano. Mapping the surface of Jupiter's moon Io from one-dimensional time-series data.

ddsp. DDSP: Differentiable Digital Signal Processing

kimmy.js. Javascript version of kimmy, Galactic chemical evolution library

LikelihoodGrid. what to do when your log-likelihood has only been evaluated at discrete locations

sphinx-typlog-theme. Try https://shibuya.lepture.com/

crlibm. A mirror of the CRLibm project from INRIA Forge

coc.nvim. Nodejs extension host for vim & neovim, load extensions like VSCode and host language servers.

astropy. Astronomy and astrophysics core library

dustmaps. A uniform interface for a number of 2D and 3D maps of interstellar dust reddening/extinction.

tinyspline. ANSI C library for NURBS, B-Splines, and Bézier curves with interfaces for C++, C#, D, Go, Java, Javascript, Lua, Octave, PHP, Python, R, and Ruby.

pyke. Easy command line tools for Kepler, K2 & TESS data analysis.

Starfish. Tools for Flexible Spectroscopic Inference

K2-CPM. Python

STSP. In and out of transit starspot modeling code

tectonic. A modernized, complete, self-contained TeX/LaTeX engine, powered by XeTeX and TeXLive.

available. Check if a package name is available to use

isoclassify. Perform stellar classifications using isochrone grids

vim-codefmt. Vim plugin for syntax-aware code formatting

dr25-koi-catalog. DR25 KOI Catalog Paper

PSOAP. Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."

freeFloatingGPs. looking at modeling short time-scale microlensing observation with gaussian processes

timy. Minimalist measurement of python code time

HoggsDebts. it's bad

colors. Smarter defaults for colors on the web.

AstroFuckOffs. Tell a fellow astronomer to Fuck Off by tweeting @username++ at @AstroFuckOffs

Celeste.jl. Scalable inference for a generative model of astronomical images

noisyopt. Python library for optimizing noisy functions.

carma_pack. MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.

HEAD. A simple guide to HTML <head> elements

k2epic. Generate an Ecliptic Plane Input Catalog (EPIC) for the K2 Mission

certbot. Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.

gPhoton. The GALEX photon database and tools project.

Spectator. Quicklook at spectra and demographics for Hubble/COS data

tqdm. :zap: A Fast, Extensible Progress Bar for Python and CLI

autograd. Efficiently computes derivatives of NumPy code.

kepcatsim. Simulating synthetic Kepler exoplanet catalogs

ABCNS.

TTVFaster. First order eccentricity transit timing variations computed in Agol & Deck (2015)

Hack. A typeface designed for source code

fuzzywuzzy. Fuzzy String Matching in Python

kombine. A kernel-density-based, embarrassingly parallel ensemble sampler

fsps. Flexible Stellar Population Synthesis

reverse-geocoder. A fast, offline reverse geocoder in Python

pyrubberband. python wrapper for rubberband

pysnap. Python library for the Snapchat API

SnapchatBot. [deprecated] Python library for building bots that live on Snapchat

k2flix. Create beautiful quicklook movies from the pixel data observed by NASA's Kepler/K2/TESS spacecraft.

mediator. a medium inspired jekyll theme

zgen. A lightweight and simple plugin manager for ZSH

subway. Subway is a set of 306 pixel perfect crafted icons optimized for iOS, Apple Watch, Windows and BlackBerry 10.

nips14-ssl. Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

uBlock. uBlock: a fast, lightweight, and lean blocker for Chrome, Firefox, and Safari.

pywsd. Python Implementations of Word Sense Disambiguation (WSD) Technologies.

PyCall.jl. Package to call Python functions from the Julia language

TheCannon. gitstatus

KeplerPixelModel. Python

planes. ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈ ✈

Mailpile. A free & open modern, fast email client with user-friendly encryption and privacy features

cayley. An open-source graph database

pdfminer. Python PDF Parser (Not actively maintained). Check out pdfminer.six.

daopilot. DAOPHOT driver for Python pipelines.

click. Python composable command line interface toolkit

gptools. Gaussian processes with arbitrary derivative constraints and predictions.

github-cheat-sheet. A list of cool features of Git and GitHub.

vim-vault. A plug-in for managing secret information (primarily credentials) within Vim.

ads. Python tool for ADS

TTVFast. TTVFast efficiently calculates transit times for n-planet systems and the corresponding radial velocities.

youmightnotneedjquery. Astro

slate. A window management application (replacement for Divvy/SizeUp/ShiftIt)

mcmc_tools. manage parameters, models and plots for emcee

imbox. Python IMAP for Agentic Workflows

preprint. Tools for preparing astrophysics manuscripts

AddressTagger. An address component tagger based on statistical natural language processing techniques

tractor. The Tractor: measuring astronomical sources via probabilistic inference

chronic. Half profiler, half timer, 100% fun.

liblbfgs. libLBFGS: a library of Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)

fine-uploader. Multiple file upload plugin with image previews, drag and drop, progress bars. S3 and Azure support, image scaling, form support, chunking, resume, pause, and tons of other features.

HODLR. A fast, accurate direct solver and determinant computation for dense linear systems

centrifuge. Migrated to Go language, see https://github.com/centrifugal/centrifugo

aastex_boilerplate. A simple project to help you start writing your paper.

cvxopt. CVXOPT -- Python Software for Convex Optimization

ndarray. 📈 Multidimensional arrays for JavaScript

nprogress. For slim progress bars like on YouTube, Medium, etc

adsabs-dev-api. Developer API service description and example client code

vim-easymotion. Vim motions on speed!

detrending. Light curves and detrending at #exosamsi

stringer. A self-hosted, anti-social RSS reader.

mc_stretch. Fast, affine-invariant, GPU parallel MCMC.

transit-lib. Python

mofa. Mixture of Factor Analyzers

dotfiles. Jonathan Sick's dotfiles.

daft. PGM renderer using matplotlib and TeX

astro.js. A Javascript library for astronomy

lightcurve. Let's find us some variable stars...

Hippolyte. a playground for experiments related to LBT interferometers working in the near infrared

cext-generator. Generate template code for a C extension to Python using Javascript... huh?

astropy-example. Just a little proof-of-concept...

python-lunch. Notes and source code for Python lunch at MPIA

simplexy.js.

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

hierarchical-inference. A note about how hierarchical inference will save the world.

flask-oauthprovider. Create a secure OAuth provider easily, powered by OAuthLib

meeting-notes.

cf. Just a little dumbass collaborative filtering... does this seriously work?

mapscale. ZeroMQ-based tool for embarrassingly parallel python processing.

DNest3. Diffusive Nested Sampling

TheThresher. we Don't Throw Away Data (tm).

Star-Field. TeX

DataAnalysisRecipes. chapters of a book Hogg will never write

exoplanet-old. Python

dc. Python

AchtungCoaddVerboten. Python

kopy. Key of Python

papers. Papers that I'm writing

apcal. C

wcsjs. Astronomical coordinates for various projections in Javascript

ml-class. Machine learning class at NYU

dotvim. VimL

effapp. Whatever

dfm-ml. Gaussian processes

sketchophone.

Stripe82. JavaScript

lsd. Large Survey Database

pyarxiv. A work in progress...

pybtparse. Basic Python wrapper for btparse: a parser for BibTeX documents

schematics. Python Data Structures for Humans™.

MarkovPy. Superseded by emcee