ShubhangG
I am a statistical physics PhD student at UIUC with a strong interest in theoretical machine learning and its connection with thermodynamics
Urbana Champaign Illinois
Pinned Repositories
412project
AirBnB Project
Analytic_3body_potential_finding
To find a born-oppenheimer potential energy surface using long range terms in potential fit.
Computational-Physics
Stuff I am learning and doing for research in computational physics
course-content
Summer course content for Neuromatch Academy
Deep-Learning
Expedia_Kaggle
https://www.kaggle.com/c/expedia-hotel-recommendations
ML-Workshop-for-THW
Doing some fun machine learning with "The Hacker Within" community, on 3rd October
Rational-Approximation-for-many-body-spectral-functions
Repository corresponding to the paper https://arxiv.org/abs/2306.11038
Train-Ticket-prediction
Machine Learning Project where we predicted whether a customer will pass through a wait-list on IRCTC. Indian Railways get a lot of bookings, so they run a wait-list on train tickets after all the seats have been booked. It's hard to know as a customer whether you will get the ticket or not.
VFitApproximation
VFIT rational approximation method coded in Julia-- Allows pipelining with Mathematica to produce poles.
ShubhangG's Repositories
ShubhangG/Train-Ticket-prediction
Machine Learning Project where we predicted whether a customer will pass through a wait-list on IRCTC. Indian Railways get a lot of bookings, so they run a wait-list on train tickets after all the seats have been booked. It's hard to know as a customer whether you will get the ticket or not.
ShubhangG/Expedia_Kaggle
https://www.kaggle.com/c/expedia-hotel-recommendations
ShubhangG/ML-Workshop-for-THW
Doing some fun machine learning with "The Hacker Within" community, on 3rd October
ShubhangG/412project
AirBnB Project
ShubhangG/Analytic_3body_potential_finding
To find a born-oppenheimer potential energy surface using long range terms in potential fit.
ShubhangG/Computational-Physics
Stuff I am learning and doing for research in computational physics
ShubhangG/course-content
Summer course content for Neuromatch Academy
ShubhangG/Deep-Learning
ShubhangG/illinois
THW Chapter at U. Illinois
ShubhangG/MLPB
Machine Learning Problem Bible | Problem Set Here >>
ShubhangG/Rational-Approximation-for-many-body-spectral-functions
Repository corresponding to the paper https://arxiv.org/abs/2306.11038
ShubhangG/VFitApproximation
VFIT rational approximation method coded in Julia-- Allows pipelining with Mathematica to produce poles.
ShubhangG/R-ecology-lesson
:notebook: Data Carpentry R lessons on ecology.
ShubhangG/ShubhangG.github.io
My tutorials and mini blogs!
ShubhangG/uiuc-swc-2017-12-12