abarton51

abarton51

Config files for my GitHub profile.

MambaRALM

Analyzing the performance of Mamba-based vs. Transformer-based Retrieval Augmented Language Models over increasing k number of chunks retrieved.

Barton_Austin_T_Resume

BINNs_EQL_Covasim

Code for project titled "Incorporating Adaptive Human Behavior into Epidemiological Models Using Equation Learning".

abarton51.github.io

Personal academic website

Hyperspectral-Deep-Deconvolution

Project on using deep models for deconvolution of hyperspectral images with chromatic aberration.

CS_4641_Project

CS 4641 Machine Learning Project

Info_Theory

simplerw_and_pathenum

A short paper I wrote for MATH 3235 Probability Theory at Georgia Tech on simple random walks and path enumeration techniques.

cnn-bird-clf

Bird Image Classification Task with Convolutional Neural Networks

DSGT_Fall2023_Comp

Inner-club competition held by KaggleCLEF team of DS@GT.

ISLP_labs

Up-to-date version of labs for ISLP

Summer2024-Internships

Collection of Summer 2023 & Summer 2024 tech internships!

ISL-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.