Name: Gautham Narayan
Type: User
Company: University of Illinois at Urbana-Champaign
Bio: Assistant Prof. at UIUC. Dark energy, supernovae, white dwarfs, machine learning, astro edu & outreach, photography, hiking. Nerd!
Twitter: gsnarayan
Location: Urbana, IL
Blog: http://gnarayan.github.io
Gautham Narayan's Projects
Just a little MCMC
Default set of Data Lab notebooks, by DL team and contributed by users
Repository for PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University, Fall 2018
Script to improve Pan-STARRS PS1 zeropoint using a skycell-by-skycell correction
The "Python Machine Learning (2nd edition)" book code repository and info resource
Alert schemas in Avro format.
Notebooks with examples of using scalable statistical techniques in astronomy
The QUB Transient Classifier
Contributed code for MAF (sims_maf)
Public repo for SIRAH candidates pipeline, created for SIRAH candidate notebook discussion. May not be updated regularly.
Supernova Analysis package
User-submitted data for Open Supernova Catalog
Compute synthetic photometry of arbitrary sources in arbitrary passbands
Course notes and resources for Stanford University graduate lecture course PHYS366: Special Topics in Astrophysics: Statistical Methods
Repository of resources for University of South Carolina course: "Leveraging Python for STEM research"
Source-to-Source Debuggable Derivatives in Pure Python
Example of a TNS parsing Slack Bot
Automated Classification of Periodic Variable Stars Using Machine Learning
ASTR 598: Astro-statistics and Machine Learning
Gautham's vimrc, so he can avoid kicking kittens.
Photometry and Spectroscopy of DA White Dwarfs to Establish a Network of Faint Spectrophotometric Standards
DA White Dwarf model atmosphere code for CALSPEC recalibration
✴️ Avro schema for ZTF alerts
Simple script to generate a SNANA SIMLIB file from a ZTF OpSim (-ish) database