Avinash Singh's Projects
Automated loess regression (ALR) code
Automated SpectroPhotometric Image REDuction (ASPIRED)
Various animations used for teaching introductory astronomy concepts
Astrocats package for constructing astronomical catalogs
Deep learning for the automated spectral classification of supernovae
Introduction to astronomy research featuring short video lectures with (incomplete) Jupyter notebooks
Real-time Automated Photometric IDentification (RAPID) of astronomical transients using deep learning
*PRE-ALPHA*/heavy dev. Jupyter widgets leveraging the Astropy ecosystem
Bayesian AGN Decomposition Analysis for SDSS Spectra
braai [Bogus/Real Adversarial AI]: Real-bogus astrophysical event classification for the Zwicky Transient Facility (ZTF) using deep learning
Python Script for computing Limiting Magnitude given the Sky Brightness Measurements
Interaction LC fitting Model
Characterization table, masks, and ancillary data
Webpage of the CRISP project
🍟 Stanford CS229: Machine Learning
Modelling of Dust Obscured Nebular Line Profiles
Deep Learning of Supernova Ia Parameters
Deep Learning Identification of Galaxy Hosts in Transients
Emmanoulopoulos style lightcurve simulation
Material from wokshop on Data Intensive Science in IUCAA, Pune held during 13th-18th Feb, 2017
Dorado observation planning and scheduling simulations
Configuration files for shell (bash, zshell), vim, tmux, git and powerline.
Principal Component Analysis (PCA) for Missing and/or Noisy Data
Makes finder charts
Collection of python notebooks for our summer python tutorial sessions
Force photometry tool for ZTF transients
Fast and flexible Gaussian Process regression in Python
Photometry and Template Subtractions scripts for GROWTH-India Telescope
GWSkyNet is a binary CNN classifier for gravitational-wave candidates. This repository contains the published model together with instructions on how to use the classifier. The input is a sky map FITS file from BAYESTAR, which can be found on GraceDB for real gravitational-wave candidates.