Skip to content
View gully's full-sized avatar
😎
hello worlds
😎
hello worlds
139 followers · 243 following

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@OttoStruve @SPIE-hack-day-2014 @igrins @BrownDwarf @Echelle @NSCNA

Block or report gully

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
gully/README.md

Hi there 👋 I'm gully

I build scientific Python software, ideally with PyTorch/JAX, focusing on interpretability, flexibility, uncertainty, and impact.

Creator of:

  • blasé: Interpretable Machine Learning for super-resolution semi-empirical spectroscopy in PyTorch and JAX (paper)
  • gollum: Python API to precomputed synthetic spectral models
  • muler: Python API to échelle spectra from IGRINS, HPF, and Keck NIRSPEC (paper)
  • ynot: A spectrograph digital twin for pixel-perfect échellogram forward modeling in PyTorch (paper draft)

Contributor to:

  • lightkurve: Python API for precision time series photometry from Kepler/K2/TESS
  • Starfish: Robust likelihood function for astronomical spectral inference

Selected publications:

  • A Large and Variable Leading Tail of Helium in a Hot Saturn Undergoing Runaway Inflation (paper, code)
  • Observationally Constraining the Starspot Properties of Magnetically Active M67 Sub-subgiant S1063 (paper, code)
  • Placing the Spotted T Tauri Star LkCa 4 on an HR Diagram (paper, code)
  • Optical characterization of gaps in directly bonded Si compound optics using infrared spectroscopy (paper, code)
  • My PhD Thesis at UT Austin Astronomy (dissertation, revision history)

🆕 Unpublished projects

Starspots: contracosta, acdc, 🔒monhegan, 🔒 star-witness, 🔒hopful, 🔒 calico, xveganx, 🔒 KaneDoe, 🔒 varasly
Brown Dwarfs: 🔒gandules, varsity, 🔒 lombok, 🔒 ucdwhpf, jammer, 🔒 BAADE, 🔒zoja
Methodological: coldrum (ft. pysr), fiatlux, TgiF, HelloWorldNet, gpytorch-astro, ffi-motion, bombcat, probabilisticAGN
Hardware: nubble, postale

Popular repositories Loading

  1. awesome-astrodata awesome-astrodata Public

    Awesome list for astronomy data and resources for self-learning

    26 5

  2. blase blase Public

    Interpretable Machine Learning for astronomical spectroscopy in PyTorch and JAX

    Jupyter Notebook 26 7

  3. decotengu decotengu Public

    A fork of The DecoTengu dive decompression library

    Python 12 3

  4. ForTheBit ForTheBit Public

    📈 Programmatically mining your own fitbit intraday data

    Jupyter Notebook 12 1

  5. HelloWorldNet HelloWorldNet Public

    Finding new worlds from Kepler/TESS data with PyTorch-- A fork of ExoNet from Ansdell et al. 2018

    Jupyter Notebook 12 1

  6. gpytorch-astro gpytorch-astro Public

    GPyTorch Gaussian Process framework applied to astronomy time series datasets

    8