rshnn

xray-denoising

autoencoders for image denoising

battleship

Agent trained to play battleship using reinforcement learning (PPO) and openAI gym

covert

Implementation of L3 cache (LLC) covert text channel exploit

song-success-predictor

predicting music track success (revenue) via acoustic and metadata features

pokemon-types

deep convolutional neural network for Pokemon type classification using image data

dataworks-2021-dl-tutorial

Mini-tutorial for 2021 DATAWorks conference focused on deep learning

flockers

An implementation of flocking behavior in boids exhibiting separation, alignment, and cohesion plus some extras.

image-colorizer

image colorizer using various neural network architectures

minesweeper-knowledgebase-agent

Knowledgebase agent designed to solve a Minesweeper board

angular15-template

A template project for angular 1.5 tools.

bayesian-and-perceptron-classifiers

building classifiers using naive-Bayes and a single layer artificial neural net

buffboi-overflow

Implementation of a buffer overflow exploits executing trivial shellcode

cs510

cs535

dabbin

Applied transfer learning to MobileNetV1 to build a binary image classifier for dab detection

fuse-file-system

generative-modeling

github-fetcher

Simple project used to learn angularjs basics

grid-game

gym

Coding exercises

kinematics

Lightweight utilities for physics simulators (numpy + astropy)

maze-search

Implementation and performance comparison of various search algorithms over 2D maze

memory-manager

Custom implementation of a heap memory allocator (malloc clone)

ml-ng

notes from Andrew Ng's ML course

movie-info

Angular 1.5 application exercising component architecture styleguide

Practical-RL

Taking the original authors' TD3, converting items to notebooks, and modifying from there.

rshnn.github.io

thread-scheduling

tix-res-syst

tri-algo

kalantari's triangle algorithm