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aifinalproject

Final project for EE3314 at Yonsei University. Report includes training/testing accuracies for a simple CNN trained with the MNIST handwritten digits dataset. Sections two and three of the report refer to an AlexNet architecture CNN built with Tensorflow. After training the network with the CIFAR10 dataset, transfer learning was applied for the Network to distinguish a unique dataset including 1000s of small face pictures. Our team also utilized three-fold cross-validation with the help of scikitlearn for better testing accuracy.

aihackathon

Implementing a VGG-19 CNN Neural-Style Transfer in Pytorch

covid-19-mask-detection

Convolutional Neural Network that detects non-mask wearers in large groups. Model trained with hand-crafted features.

cppchess

GUI Chess game, no OOP

cppdsalgo

Implementation of popular LeetCode DS and ALGO questions in C++

cppsnake

GUI Snake game in C++. Simple design, no OOP

csds290team6

Final Unity Project for Team 6. A simple 2D platform fantasy adventure game set in Medieval Scotland.

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

djangowebsite

Personal portfolio website written using django backend and bootstrap HTML frontend

eecs341-hotel-reservation-database

MySQL Hotel Reservation database normalized to 3NF

hiring2020

Internship status of companies - COVID-19

hotel-management-django

MVC architecture hotel management website using the django framework

hugo-orbit-theme

Great looking resume/CV theme designed for developers.

hxj235-case.edu

HotelManagementSite

interviewprep

LeetCode and Hackerranks with solution explanations and runtime/space analysis

interviews

Everything you need to know to get the job.

jpmc-tech-task-1-py3

jpmc-tech-task-2-py3

jpmc-tech-task-3

logistic-regression

Binary classifier for a microchip dataset. Weights for the sigmoid activation function were trained using Batch Gradient Descent and Regularized Batch Gradient Descent (to reduce overfitting). Plots show cross entropy loss vs number of GD iterations.

machine-learning-gaussian-contours-and-discriminants

Plot of a Case 1 Gaussian Distribution: Equal prior probabilities and equal covarience matrices for all classes. Second plot contains sample points from three classes, and their respective decision boundaries

machine-learning-regression-and-gradient-descent-models

Pseudo-Inverse vs Gradient Descent weight calculations

math201final

Implementing Gaussian Elimination and Backward Substitution in Python. LaTex report included

merge-conflicts

openpilot

open source driving agent

outlook-add-in-command-demo

The Add-in Command Demo add-in uses the commands model for Outlook add-ins to add buttons to the ribbon.

pychatserver

TCP/IP Socket Chat Server using IPV4 INET Socket types.

reactnativetesla

iOS Tesla app with ReactNative

tetrisproject

2D GUI Tetris game using the Pygame module

wnam98

GitHub profile README with special stats