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ashvijay's Projects

2pc-tla- icon 2pc-tla-

Implementation of TLA+ with model checker for the two phase commit protocol with node failures

android-malware-classification icon android-malware-classification

A program written using Pytorch to learn sequential information from model complex flows extracted from various malware repositories to classify an application as malicious and benign

awesome-deep-learning-resources icon awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

began icon began

Implementation of Boundary Equilibrium GAN

celeb-cnn-classifier icon celeb-cnn-classifier

A binary image classifier based on simple CNNs to categorize celebrity images into classes contingent upon whether the celebrity wears spectacles or not

compling icon compling

Repo for Computational Linguistics (CSE 567) Lecture

doc-image-repair icon doc-image-repair

Research into semi-supervised methods to repair degraded printed documents.

fail-safe-customization-for-mzbayac-gateway icon fail-safe-customization-for-mzbayac-gateway

Implementing fail safe and recovery mechanisms at the operating system level of the linux powered MZBAYAC Internet of Things gateway , enabling it to handle and recover from potential scenarios of failure . Implemented utilities and services for inter-process communication , secure boot , fallback to recovery kernel , reliable kernel updates and several other security features with the aim of fault tolerance and security in mind .

fol_chatbot icon fol_chatbot

A first order logic based chatbot built using Prolog that is able to reason ontologically.

handwriting-similarity-stn-pgm- icon handwriting-similarity-stn-pgm-

Comparing different methods for handwriting similarity analysis.Used Siamese Twin Networks trained on Contrastive Loss, Bayesian Networks trained using MAP Inference and CEDARFox

haversine-distance-calculator icon haversine-distance-calculator

Extracting regions of interest within the trajectory of a camera equipped drone based on haversine distance. This is an implementation of the data processing pipeline using recorded drone video data and image metadata.

ibm_watson_mining icon ibm_watson_mining

A simple rundown of a typical statistical data mining on IBM Watson' HR dataset to predict attrition rate

isrl-solutions icon isrl-solutions

Repo containing all my work on Introduction to Statistical Learning. (Fall 2017)

leetcode_python icon leetcode_python

A solution repo for all the leetcode problems I've tried out(mostly using Python)

letor icon letor

A linear regression based model to rank the relevance labels of the query-url pairs. training on the LeToR(Learning to rank for information retrieval) Dataset

mnist-usps-digitrecognition icon mnist-usps-digitrecognition

Training a handwritten digit recognition model using 1)Multilayered Perceptron with a single Hidden Layer 2)Softmax regression model using cross entropy loss 3)CNN to transfer the learning to the USPS(United States Postal Service)

multitaskais icon multitaskais

A multi-task model for vessel monitoring using AIS data streams

nyt_pyspark icon nyt_pyspark

NYT article scraper and topic classifier using PySpark

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