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Hey there!

I am Siddharth Chaini, an (Astro-)Physics PhD student at the University of Delaware, USA. My pronouns are he/him.

I love to combine my passion for computer programming and data science with my background in physics and astronomy. I am chiefly interested in the following topics:

  • Transients and Time-Domain Astronomy
  • Astrostatistics and Astroinformatics

In my free time, I watch and play football soccer, code for fun (automate the boring stuff!) and play role-playing video games.

Feel free to explore my repos, and also check out my personal website to know more about me:

MIT

Siddharth Chaini's Projects

astronomical-classification-plasticc icon astronomical-classification-plasticc

With an ever-increasing amount of astronomical data being collected, manual classification has become obsolete; and machine learning is the only way forward. Keeping this in mind, the LSST Team hosted the PLAsTiCC in 2018. This repository details our approach to this problem.

authid icon authid

A Python3 program to identify the author of an unknown text. This is done by analysing the charactertistic ngram frequencies of the authors' works in the training set, and the matched to data in the test set.

bigram icon bigram

A program I wrote for an assignment of a course called HSS 322: Computational Linguistics.

blog icon blog

A separate repository for my professional blog.

coldasice icon coldasice

Monte Carlo algorithms to study thermodynamic properties of ice.

course-notebooks icon course-notebooks

A repository for my mathematica notebooks from my courses as part of my BS-MS at IISER Bhopal

cowinpy icon cowinpy

A program to get an email notification when a vaccine is available in your area (pin code) through COWIN (https://www.cowin.gov.in/).

distclassipy icon distclassipy

A python package for a distance-based classifier which can use several different distance metrics.

fastlab icon fastlab

resources for Federica's AstroStatistics Lab and research group, https://fedhere.github.io/FASTlab

gp-vae icon gp-vae

TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155

gptutorial icon gptutorial

Personal repo for some tutorials I was going through for Gaussian Processes

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