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University of Illinois at Urbana-Champaign
- Urbana, IL
- http://gnarayan.github.io
Stars
Claude Code Skills for the Dark Energy Science Collaboration (DESC)
Script for using Mosaic Camera Stellarium plugin with Rubin Observatory
Hyrax - A low-code framework for rapid experimentation with ML & unsupervised discovery in astronomy
A Galaxy Luminosity Function Pipeline for Cosmology and Astrophysics
Command-line tools for working with and interacting with the Transient Naming Server
Repository of resources for University of South Carolina course: "Leveraging Python for STEM research"
Tools for analyzing the DECam DDF program data.
A place for files specifying trained BayeSN models
Multi-purpose lens modeling software package
A uniform interface for a number of 2D and 3D maps of interstellar dust reddening/extinction.
LSSTDESC / qp
Forked from aimalz/qpQuantile Parametrization for probability distribution functions module
Deep generative modeling of astronomical transient light curves
Statistical Rethinking: A Bayesian Course Using Python and NumPyro
Spring 2021 course materials for ASTR 8070: Astrostatistics
Fully reproducible, Dockerized, step-by-step, tutorial on how to mock a "real-time" Kafka data stream from a timestamped csv file. Detailed blog post published on Towards Data Science.
A command line tool for evaluation of photometric redshifts from PanStarrs using a MLP regressor based on Beck et al 2019, from objIDs, or from ForcedMeanPhotometry data.
Tools for manipulating large datasets of astronomical light curves
Using the Transformer architecture to classify astrophysical transients
Anomaly detection in SN-like light curves with a variational autoencoder
A unified framework for machine learning with time series
ZTF Uniform Depth Survey Image Processing Pipeline