gnarayan Goto Github PK

aas231-cosmicpopulations

Content for a workshop on hierarchical modeling of cosmic populations at AAS 231 (Jan 2017, DC)

academic-kickstart

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.

alert_stream

Mock alert stream distribution system using Kafka producers and consumers.

antares_lssttds

Jupyter notebooks implementing a mini version of ANTARES for the "Building the Infrastructure for Time-Domain Alert Science in the LSST Era" workshop

ast310_202_spring

Course Materials for UIUC ASTR 310:

ast596_2020_spring

Course materials for Fundamentals of Data Science

ast596_2023_spring

ASTR596: Fundamentals of Data Science at UIUC Astronomy, Spring 2023

astr596

astr_8070_s21

Spring 2021 course materials for ASTR 8070: Astrostatistics

astrohackweek2019

bayesianastronomy

Bayesian Methods in Astronomy workshop, presented at AAS227

big-macs-calibrate

Automatically exported from code.google.com/p/big-macs-calibrate

conf-boilerplate

The easiest way to create websites for conference/events

decat_pointings

decat_pointings

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

dsfp5

Image Stacking and Subtraction Tutorial for the LSST Data Science Fellowship Program Session 5

dsii_localgroupdb

The Local Group Galaxy Database

empiricisn

Generate realistic parameters for a SN given host galaxy observations based on empirical correlations from SN datasets

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

feets

feATURE eXTRACTOR FOR tIME sERIES

floyds_pipeline

FLOYDS pipeline

galacticmaps

This repo hosts the code used to show my interactive SN, GRB, and Pulsar websites.

gen_plasticc_sims

Scripts and documents for generating plasticc sims

gnarayan.github.io

lco_scheduler

Simple astroplan based scheduler for LCOGT observations

lcvis

Visualization tool for light curves

lsstc-dsfp

Lectures and notebooks generated as part of the LSSTC DSFP

lsstc-dsfp-sessions

Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program

microlensinglcogt

Gravitational microlensing detection algorithm using machine learning