subramario Goto Github PK
Name: Aditya Subramanian
Type: User
Bio: Computer Engineering Masters student at the University of Waterloo! Email: [email protected]
Aditya Subramanian's Projects
blackjack
Simple OOP Blackjack game developed using Python
budget_management_app
Developed a full-stack budgeting application using: React, Firebase, Material-UI, CSS, NPM
cervical_protection_device
Recipient of the Social Impact Award at the University of Waterloo, NeXafe is a cervical protection device designed to protect the elderly from fall associated whiplash damage.
climate_fever_nlp
This machine learning project explores developing a Word2Vec model for NLP of claims and evidences found in the Climate Fever dataset from the Hugging Face AI community. Spatial relationships in the embedding matrix are investigated using cosine similarity, and its quality is compared with pretrained GloVe and Word2Vec models.
data_structures_algos_practice
My practice repo for solving data structure and algorithm questions
fashion_mnist_classification
Machine learning project exploring Convolutional Neural Networks (CNN) for classification of clothing items from the fashion variant of the famous MNIST dataset
interprocess_communication_driver
An IPC driver that forks multiple processes and implements piping between them to produce a series of random undirected graphs
kohonen-self-organizing-map
Machine learning project exploring unsupervised learning. Implemented Kohonen Self Organizing Map (KSOM) that clusters an input set of colors based on their features over a 100x100 grid of neurons.
minimum_vertex_cover
Solve the Minimum Vertex Cover problem for an undirected graph using a polynomial time reduction to CNF-SAT with the use of a SAT solver.
shortest_path_navigator
Derives the shortest path between two nodes in an undirected graph
street_map_intersection_identifier
Calculates all intersection points, vertices and edges from a poly-line street map to produce an undirected graph
vertex_cover_analysis
Analyzed algorithmic efficiency of three approaches to solving the minimum vertex cover for undirected graphs of various sizes.
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