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analysis

artificial-intelligence

This repository contains my projects from the course CS520-Aritifial Intelligence. All the problems are implemented in python from scratch, without using any external libraries.

capsule-networks

Implementation of Capsule Network on MNIST and Cifar10

cnn

implementation of CNN on multiple datasets

datamining

Implementation of basic Machine Learning Algorithms

forty-jekyll-theme

A Jekyll version of the "Forty" theme by HTML5 UP.

gated-attention

Implementation of the paper : Not all attention is needed - Gated Attention Network for Sequence Data (GA-Net) [https://arxiv.org/abs/1912.00349]

global-terrrorism-database-dashboard

An interactive dashboard to explore Global Terrorism Database through data visualisation done using D3.js and Amcharts and Flask framework. Demo : https://www.youtube.com/watch?v=uTu3GNRqMJE&feature=youtu.be

goemotions-classification

it556_worthless_without_coffee_da-iict

it556_worthless_without_coffee_da-iict_final_project

This is a book recommendation engine built using a hybrid model of Collaborative filtering, Content Based Filtering and Popularity Matrix.

led-matrix-with-game-controller-and-scrolling-text

machine-learning-data-completition-and-interpolation

massive-data-mining

Topics - Map-Reduce, Association Rules, Locality-Sensitive Hashing (LSH), SVD, Page Rank, k-means, Modularity, Spectral Clustering, Clique-based communities, Clustering Data Streams, Recommender Systerm

movielens-recommender-system

Comparison of Recommender System Algorithms on MovieLens Dataset. Experimentation with Hybrid approach combining the algorithms. Implementation of interest sequence based collaborative filtering.

multi-armed-bandit-problem-using-q-networks

Working repository for the course of independent study under Professor Charles Cowan

natural-language-processing

Python implementation of N-gram Models, Log linear and Neural Linear Models, Back-propagation and Self-Attention, HMM, PCFG, CRF, EM, VAE

neural-networks

Implementation of MLP and RBF

probability-and-statistical-inference

This repository is the compilation of the work for graduate level course CS581 : Probability and Statistical Inference.

restaurant-management-

Database Management System Project

startbootstrap-resume

A Bootstrap 4 resume/CV theme created by Start Bootstrap