https://github.com/gully/gully
A ✨special✨ repository about me for GitHub!
https://github.com/gully/gully
Last synced: 5 months ago
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A ✨special✨ repository about me for GitHub!
- Host: GitHub
- URL: https://github.com/gully/gully
- Owner: gully
- Created: 2023-12-14T18:09:26.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-01-19T20:19:38.000Z (over 2 years ago)
- Last Synced: 2025-04-26T08:56:00.307Z (about 1 year ago)
- Size: 9.77 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### Hi there 👋 I'm gully
I build scientific Python software, ideally with PyTorch/JAX, focusing on interpretability, flexibility, uncertainty, and impact.
### Creator of:
- [blasé](https://blase.readthedocs.io): Interpretable Machine Learning for super-resolution semi-empirical spectroscopy in PyTorch and JAX ([paper](https://ui.adsabs.harvard.edu/abs/2022ApJ...941..200G/abstract))
- [gollum](https://gollum-astro.readthedocs.io): Python API to precomputed synthetic spectral models
- [muler](https://muler.readthedocs.io): Python API to échelle spectra from IGRINS, HPF, and Keck NIRSPEC ([paper](https://ui.adsabs.harvard.edu/abs/2022JOSS....7.4302G/abstract))
- [ynot](https://ynot.readthedocs.io): A spectrograph digital twin for pixel-perfect échellogram forward modeling in PyTorch ([paper *draft*](https://github.com/gully/ynot/blob/master/paper/paper1/final/ms.pdf))
### Contributor to:
- [lightkurve](http://docs.lightkurve.org): Python API for precision time series photometry from Kepler/K2/TESS
- [Starfish](https://starfish.readthedocs.io): 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](https://ui.adsabs.harvard.edu/abs/2023arXiv230708959G/abstract), [code](https://github.com/BrownDwarf/disperse))
- Observationally Constraining the Starspot Properties of Magnetically Active M67 Sub-subgiant S1063 ([paper](https://ui.adsabs.harvard.edu/abs/2022ApJ...925....5G/abstract), [code](https://github.com/BrownDwarf/subsub))
- Placing the Spotted T Tauri Star LkCa 4 on an HR Diagram ([paper](https://ui.adsabs.harvard.edu/abs/2017ApJ...836..200G/abstract), [code](https://github.com/BrownDwarf/welter))
- Optical characterization of gaps in directly bonded Si compound optics using infrared spectroscopy ([paper](https://ui.adsabs.harvard.edu/abs/2015ApOpt..5410177G/abstract), [code](https://github.com/Echelle/AO_bonding_paper))
- My PhD Thesis at UT Austin Astronomy ([dissertation](https://ui.adsabs.harvard.edu/abs/2016PhDT.......243G/abstract), [revision history](https://github.com/BrownDwarf/gullyDiss))
## :new: Unpublished projects
**Starspots**: [contracosta](https://github.com/BrownDwarf/contracosta), [acdc](https://github.com/gully/acdc), :lock:[monhegan](https://github.com/BrownDwarf/monhegan), :lock: [star-witness](https://github.com/gully/star-witness), :lock:[hopful](https://github.com/gully/hopful), :lock: [calico](https://github.com/BrownDwarf/calico), [xveganx](https://github.com/BrownDwarf/xveganx), :lock: [KaneDoe](https://github.com/BrownDwarf/KaneDoe), :lock: [varasly](https://github.com/BrownDwarf/varasly)
**Brown Dwarfs**: :lock:[gandules](https://github.com/BrownDwarf/gandules), [varsity](https://github.com/BrownDwarf/varsity), :lock: [lombok](https://github.com/BrownDwarf/lombok), :lock: [ucdwhpf](https://github.com/BrownDwarf/ucdwhpf), [jammer](https://github.com/BrownDwarf/jammer), :lock: [BAADE](https://github.com/BrownDwarf/BAADE), :lock:[zoja](https://github.com/BrownDwarf/zoja)
**Methodological**: [coldrum](https://github.com/gully/coldrum) (ft. [pysr](https://github.com/MilesCranmer/PySR)), [fiatlux](https://github.com/BrownDwarf/fiatlux), [TgiF](https://github.com/gully/TgiF), [HelloWorldNet](https://github.com/gully/HelloWorldNet), [gpytorch-astro](https://github.com/gully/gpytorch-astro), [ffi-motion](https://github.com/gully/ffi-motion), [bombcat](https://github.com/gully/bombcat), [probabilisticAGN](https://github.com/BrownDwarf/probabilisticAGN)
**Hardware**: [nubble](https://github.com/BrownDwarf/nubble), [postale](https://github.com/Echelle/postale)