AshVijay's repositories
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)
Algoexpert.io
My solutions to algoexpert.io problems
ashvijay.github.io
A beautiful Jekyll theme for academics
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.
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
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
TrackNPred
Code base for our ACM CSCS 2019 paper: