Gautham Narayan's repositories
ast596_2020_Spring
Course materials for Fundamentals of Data Science
ast596_2023_Spring
ASTR596: Fundamentals of Data Science at UIUC Astronomy, Spring 2023
decat_pointings
decat_pointings
astr_8070_s21
Spring 2021 course materials for ASTR 8070: Astrostatistics
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
ast310_202_spring
Course Materials for UIUC ASTR 310:
conf-boilerplate
The easiest way to create websites for conference/events
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
DSII_LocalGroupDB
The Local Group Galaxy Database
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
FLOYDS_pipeline
FLOYDS pipeline
minimc
Just a little MCMC
notebooks-latest
Default set of Data Lab notebooks, by DL team and contributed by users
ps1_skycell_zpt
Script to improve Pan-STARRS PS1 zeropoint using a skycell-by-skycell correction
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
scalable_astrostats
Notebooks with examples of using scalable statistical techniques in astronomy
sims_maf_contrib
Contributed code for MAF (sims_maf)
sirahtargets-public
Public repo for SIRAH candidates pipeline, created for SIRAH candidate notebook discussion. May not be updated regularly.
SNANA
Supernova Analysis package
StatisticalMethods
Course notes and resources for Stanford University graduate lecture course PHYS366: Special Topics in Astrophysics: Statistical Methods
STEM_Python_Course
Repository of resources for University of South Carolina course: "Leveraging Python for STEM research"
tangent
Source-to-Source Debuggable Derivatives in Pure Python