{"id":23500442,"url":"https://github.com/gully/gully","last_synced_at":"2026-01-22T13:48:29.098Z","repository":{"id":212532441,"uuid":"731721253","full_name":"gully/gully","owner":"gully","description":"A ✨special✨ repository about me for 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Hi there 👋 I'm gully\nI build scientific Python software, ideally with PyTorch/JAX, focusing on interpretability, flexibility, uncertainty, and impact.\n\n### Creator of:\n- [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))\n- [gollum](https://gollum-astro.readthedocs.io): Python API to precomputed synthetic spectral models\n- [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))\n- [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))\n\n### Contributor to:\n- [lightkurve](http://docs.lightkurve.org): Python API for precision time series photometry from Kepler/K2/TESS\n- [Starfish](https://starfish.readthedocs.io): Robust likelihood function for astronomical spectral inference \n\n\n### Selected publications:\n- 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))\n- 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))\n- 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))\n- 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))\n- My PhD Thesis at UT Austin Astronomy ([dissertation](https://ui.adsabs.harvard.edu/abs/2016PhDT.......243G/abstract), [revision history](https://github.com/BrownDwarf/gullyDiss))\n\n\n## :new: Unpublished projects\n\n**Starspots**: [contracosta](https://github.com/BrownDwarf/contracosta), [acdc](https://github.com/gully/acdc),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)  \n**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)  \n**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)  \n**Hardware**: [nubble](https://github.com/BrownDwarf/nubble), [postale](https://github.com/Echelle/postale)  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgully%2Fgully","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgully%2Fgully","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgully%2Fgully/lists"}