Name: Jonathan Fraine
Type: User
Company: Wikimedia Deutschland
Bio: Not all who wander are lost. I'm an exoplaneteer, working with Space Telescopes, investigating exoplanet atmospheres, (he/him)
Location: Berlin, DE
Blog: exowanderer.github.io
Jonathan Fraine's Projects
A object-oriented pipeline for the HST UVIS Instrument to work with Scanning Mode Transit/Eclipse Observations
A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.
Advanced Webb Exposure SIMulator for SOSS
Database of beaches and mountains
BiLinearly Interpolated Subpixel Sensitivity Mapping
Set of handy Bokeh plots used for exoplanet (time-series) analysis
Scalable 1D Gaussian Processes in C++, Python, and Julia
Experimenting with existing and new models for charge carrier trapping
Using deep learning with tables of exoplanet spectra to rapidly generate new exoplanet spectra for Bayesian calculations
The Exoplanet Characterization Tool Kit
Python wrapper for exo.mast.stsci.edu/api
Fast & scalable MCMC for all your exoplanet needs!
A visualization of how a an exoplanet transmission spectral observation works; focused on JWST-NIRISS
Exoplanet atmospheric retrievals workshop tools
ExoplanetTSO: Package for optimal exoplanet & brown dwarf time series observation data analysis
Config files for my GitHub profile.
Machine Learning Astrophysicist
Tutorial for Fitting Nominal Exoplanet Light Curves with BATMAN
Interactive Web Apps and Dashboards
An implementation of the Carter & Winn (2009) formalism for fitting 1/f noise to an indexed series of measurements
Extract time series photometry for the entire field of view
Spitzer exoplanet time series observations Gaussian kernel regression for intrapixel effects (KRData)
Tutorial mandated repository
Wikidata powered comparisons
Simulated bad pixels from the NIR HxRG detector suite on the HST, JWST, and Roman Space Telescope. Using these simulations, notebooks here provide tools to train LSTM and Conv1D deep learning models to build Anomaly Detectors for HxRG bad pixels
Clean and Classify Kepler Mission Light Curves for Optimal Astrophysical and Planetary Sciences
Organize Kepler Light Curves and Characterize Stellar and Planetary Properties