Tanay Nayak's Projects
:notebook:Solutions to Introduction to Algorithms
Repo of the programming homework for the course "CS 601.471/671 NLP: Self-supervised Models" - Spring 2024
Resources for 601.792 Advanced Topics in Conversational User Interfaces course taught at JHU
Homework assignments for Deep Learning (520.638) taught at JHU
A dashboard built in Python for visualizing stock-related metrics.
Using Machine Learning Algorithms on Fantasy Premier League Datasets to Predict Position of Players in the English Premier League
A graph connecting neighbouring country nodes on a world map
Simple web-based game to illustrate the N light bulb greedy algorithm problem.
A machine learning software for extracting information from scholarly documents
C++/Java/Python code for the Intro Algorithms code taught in JHU
Masked Diffusion Transformer is the SOTA for image synthesis. (ICCV 2023)
Using ML algorithms to curate a song playlist using similarity factors from a music dataset obtained from Spotify
My attempt at leetcode problems in the neetcode algorithms roadmap
Codebase for CS 671 (NLP: Self Supervised Models) Final Project - Enhancing Text-to-Image Models through Direct Preference Optimization
pip package for Renesas Audio Data Challenge
Resume in LaTeX
Utilizing unsupervised machine learning techniques to identify and categorize distinct sub-phenotypes in patients with Traumatic Brain Injury (TBI), enabling targeted therapeutic approaches and contributing to a deeper understanding of Traumatic Brain Injury(TBI) diversity and complexity.
Simple web-based game for the 'Towers of Hanoi' problem