AshVijay

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

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.

ISRL-Solutions

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

Titanic_PySpark

Kaggle Titanic Dataset survival analysis

DataViz_Practice-R-Python-

Some DataViz practise work in R and Python

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 .

Instance-retrieval-from-video-sources

An implementation of a solution to retrieve instances of interest from various video sources using Pytorch and OpenCV.

Leetcode_Python

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

Twitter_CDC_Hadoop

Algoexpert.io

My solutions to algoexpert.io problems

ashvijay.github.io

A beautiful Jekyll theme for academics

BEGAN

Implementation of Boundary Equilibrium GAN

Best-websites-a-programmer-should-visit

:link: Some useful websites for programmers.

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

coding-interview-university

A complete computer science study plan to become a software engineer.

CompLing

Repo for Computational Linguistics (CSE 567) Lecture

DL--YOLO-Real-Time-Object-Detection

Deep Learning: Real-time object detection - YOLOv3 [Python, PyTorch]

Doc-Image-Repair

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

exercism-java

A repo for solving weekly exercism challenges in java

FOL_Chatbot

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

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

IBM_Watson_Mining

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

Illumio-Coding-Challenge

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

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

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

NYT_PySpark

NYT article scraper and topic classifier using PySpark

PostgreSQL-Docker-Kube

A repo to play around with postgres docker images for building familiarity with SQL

python-practice-with-datatypes-data-science-intro-000

TrackNPred

Code base for our ACM CSCS 2019 paper: