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Varsha Nagarajan's Projects

csc-522_object_recognition icon csc-522_object_recognition

This repository pertains to the Capstone project for CSC522(Data Mining) course. It contains implementation of ideas/methods proposed for both supervised and unsupervised object recognition.

ece542_neural_networks icon ece542_neural_networks

This repository contains the projects done as part of the course ECE 542 in North Carolina State University.

handwritten-digit-recognition icon handwritten-digit-recognition

This repository contains Tensorflow implementation of Handwritten Digit Recognition on MNIST dataset with test accuracy of 0.9923.

image-classification icon image-classification

Solution to the Cat vs Non-Cat exercise from "Neural Network Deep Learning" course by Andrew Ng et. al

image-classification-using-resnets icon image-classification-using-resnets

This repository contains Keras implementation of 50 layer ResNet (with shortcut connections skipping over 3 layers) that perform image classification on Signs Dataset.

lincom icon lincom

A linear time community detection algorithm proposed by Basuchowdhuri et al.

movie-recommendation-system icon movie-recommendation-system

This repository contains collaborative filtering learning algorithm and Apriori algorithm for mining frequent itemsets that implement two recommender systems

overlapping_modularity icon overlapping_modularity

This provides an implementation of Overlapping Modularity as proposed in the paper "Extending the definition of modularity to directed graphs with overlapping communities"

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