Kim Hyun Bin's repositories
Data-Analytics-Competition-2022
Data Analytics Competition (DAC) 2022 was hosted by NUS Statistics and Data Science Society in partnership with Grab.
BackPropagation
Implementation of Neural network and the Backpropagation algorithm from scratch.
BlackJack-Program
This is a project that I have endeavoured to create. It is a project based on the game of BlackJack and this program aims to utilise the methods of Basic Strategy and Card Counting.
Leet_Code_Questions
Solutions Repo for Leetcode Questions mainly coded up in Python & C
PyTorch_Guide
Guide and Example Projects using PyTorch [Mac/MPS Backend]
Awesome-Evaluation-of-Visual-Generation
A list of works on evaluation of visual generation models, including evaluation metrics, models, and systems
bookreview1.github.io
A simple book review webpage that I have created based on a book I've read. Am planning on creating an integrated website soon.
Citadel-APAC-Spring-2022
Team 3's submission for Citadel's APAC Spring 2022 Datathon
Citadel-Summer-Invitational-Datathon-2021
Submission for Summer Invitational Datathon brought by Correlation One and Citadel/Citadel Securities. Our final report is in the Team_28_report file and all our relevant codes are placed here, with appropriate titles for ease of identification.
DALLE2_Website
Website to use DALLE2 to generate images
Friends-Chat-Bot
Discord AI Chatbot using DialoGPT, trained on the script of TV series "Friends".
Housing-Prediction
This is a data analytics and machine learning project that I undertook using a housing dataset on Kaggle in order to put my machine learning knowledge to practice and some practical application.
Kaggle_Notebooks
Notebooks I have posted on Kaggle
Self-Driving-Car
This is a Reinforcement Learning project built using Python and the NeuroEvolution of Augmenting Topologies (NEAT) algorithm
simplysklearn
Python package to automate machine learning process to showcase metric values for nearly all Scikit-Learn's models.
Learning_C
A repository for beginner/intermediate/advanced projects written in the programming language C.
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
til-24-base
Base repository for BrainHack TIL-AI Competition 2024