AGoyal0512

Trade-Balance-Forecasting

Forecasting project for an economic forecasting class at UW-Madison that makes use of advanced Time Series analysis to predict the US Trade Balance for Goods and Services.

VVTQ_ILM

AGoyal0512

My personal repository

AGoyal0512.github.io

biprop

Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing the network.

Helping-Hands

This project was our submission for Datathon 2021 @ UW-Madison, that makes use of Natural Language Processing (NLP) techniques for predicting suicidality of a person based on their social media posts, assessment forms, etc.

iL2PSync

"Interpretable" Machine Learning Approaches to Oscillator and Clock Synchronization [REU-2022]

Madison-Metro-Optimization

Final Project for the optimization class at UW-Madison that uses the Minimum-Cost network flow problem to model Madison Metro Bus transit services and optimize it.

Reprogram_LT

[arXiv] "Reprogramming under constraints: Revisiting efficient and reliable transferability of lottery tickets" by Diganta Misra, Agam Goyal, Bharat Runwal, and Pin-Yu Chen

VR-Toolkit

Virtual Reality Toolkit (VRT) for Low-Vision People

CodeBERT

CodeBERT

Computational-Learning-theory

Note from CS 639: Computational Learning Theory at UW-Madison

CV

Grocery-Store-Price-Prediction

This project was our submission for the Data Challenge by the Undergraduate Statistics Club @ UW-Madison where we explore regularized least square regression models like the Lasso and Ridge along with ElasticNet for Price Prediction in a Grocery Store

k-ctp

Madison-Crime

This repository contains code for the "COMP SCI 298: Directed Study in Computer Science" project where we work with police and criminal records from the City of Madison.

MAST-ML

MAterials Simulation Toolkit for Machine Learning (MAST-ML)

NCPD-Dynamics

[CNA 2023, Extended Abstract] "Tensor Decomposition to Capture Spatiotemporal Patterns of Coupled Oscillator and Opinion Dynamics" by Agam Goyal and Hanbaek Lyu

nlp

nnets

OnlineCPDL

Online CP-Dictionary Learning algorithm

ostep-code

Code from various chapters in OSTEP (http://www.ostep.org)

Probability-Theory

PyTorch_ML

PyTorch Machine Learning (Dr. Sebastian Raschka)

Signal-Processing-I

SparseAugment

SupNCPD

Sync-PCA

tree-of-thought-llm

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

ViLD_tf

Visual and Language Knowledge Distillation