Sophia Yeeun Kang's Projects
Code for CS 419 Final Project, with 2 other collaborators.
Code for CS 419 Problem Set 1, with 1 other collaborator.
Code for CS 419 Problem Set 2, with 1 other collaborator.
Code for CS 419 Problem Set 3, with 1 other collaborator.
Code for CS 419 Problem Set 4, with 1 other collaborator.
a full stack web application for an online bookstore, made with React.
Using a Kaggle dataset on Coursera courses, this project creates a recommendation function that can output a list of recommendations once a user inputs a course name.
Course recommendation system for economics majors at Yale using Yale Courses API.
CS 482 Final Project: Paper Review of Competition-Level Code Generation with AlphaCode, Li et al. (2022)
a developer portfolio designed with React
Senior Thesis: "Semantic Similarity of FOMC Minutes with LED Transformers"
finance projects: portfolio maximization, bollinger band visualization
A G2P model with transformers in PyTorch
Project submitted to HackMIT 2022 (HackMIT 2022 Finalist)
Notes from studying "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems"
a newsviewer made with react, using korean news external api
nemo g2p tutorial
Repo for Scientific Computing and Data Science (ML)
readme for github profile!
Jekyll GitHub Pages repository
Compilation of Speech and Language AI Papers | μΈμ΄, μμ± AI λ
Όλ¬Έ λͺ¨μ
My implementation of "Attention is All You Need" (Google Brain, 2017)
Twitter Keyword Analysis using Twitter API and NLTK
code used in studying value-growth in financial economics course.
Fine-tuning OpenAI's Whisper for Multilingual ASR with Transformers