Ashwin V's repositories
Traffic-classifier-SDN
A system that could classify DNS, Telnet, Ping, Voice, Game, and Video traffic flows based on packet and byte information simulated by the Distributed Internet Traffic Generator (D-ITG) tool in an Software Defined Network (SDN) based network topology with Open vSwitch (OVS) using machine learning algorithms such as Logistic regression,K-Means clustering,K nearest neighbours, SVC, Gaussian NB and Random Forest Classifier.
Photoshop-App
A photoshop web app deployed in streamlit having various filters and image processing capabilities built using Python and OpenCV modules.
Chess-Game-AI
Used the Monte Carlo Tree Search (MCTS) algorithm to simulate a game of chess that progresses by calculating the best move every single time. This model could serve as a system of reference to learn potentially best moves in different scenarios which arise in a game of chess. The webapp of the chess game is deployed using Streamlit.
ai-research-mamo-framework
A Model Agnostic Multi-Objective Framework for Deep Learning models
Credit-card-kafka
Utilized SparkML and Scikit-Learn train several machine learning models for distinguishing fraudulent and legitimate transactions. The machine learning models are then utilized to make predictions on Kafka-generated real-time data streams. Built an interface for displaying these predictions in real-time using the Streamlit framework.
NLP-FSA
Looked into the application of Finite Automata in generating algorithms for Tokenization, Stop Word Removal and Pattern Searching, which are some of the common steps involved in NLP and Genomics. We have also discussed the efficiency of each algorithm by testing over various test cases.
CARD
Official PyTorch implementation for the paper "CARD: Classification and Regression Diffusion Models"
DeepStructuredMixtures
Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
ImageFiltering.jl
Julia implementations of multidimensional array convolution and nonlinear stencil operations
julia
The Julia Programming Language
LibMTL
A PyTorch Library for Multi-Task Learning
onto_merger
OntoMerger is an ontology alignment library for deduplicating knowledge graph nodes that represent the same domain.
ppsspp
A PSP emulator for Android, Windows, Mac and Linux, written in C++. Want to contribute? Join us on Discord at https://discord.gg/5NJB6dD or just send pull requests / issues. For discussion use the forums at forums.ppsspp.org.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Repeated-Pattern-Detection-using-CNN-activations
An unofficial PyTorch implementation of Repeated Pattern Detection using CNN activations paper
selective_gp
Code accompanying the paper "Probabilistic Selection of Inducing Points in Sparse Gaussian Processes".
simplefs
A simple native file system for Linux kernel
SIR-Forecast
Implemented the SIR model to study and forecast the spread of COVID-19 epidemic throughout the south-indian states of India.
SuperPoint
Efficient neural feature detector and descriptor