YongKyung OH's Projects
Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
Repository for Algorithms for NLP (Spring 2020) - Carnegie Mellon University
Repository for 11775 SG Large-Scale Multimedia Analysis (Spring 2020) - Carnegie Mellon University
Repository for Machine Learning for Text Mining (Spring 2020) - Carnegie Mellon University
Chatbot implementation using Parl AI platform and fine-tuned BST model
Guideline for DA-lab_server_guide
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Financial data reader
Step-by-step explanation about Gaussian Process
Hybrid data fusion for Human Activity Recognition (HAR)
Lime: Explaining the predictions of any machine learning classifier
market cap datasets (1995~2021 daily, 10 million+ rows)
:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.
Multichannel-CNN for multivariate sequence data analysis. Proposed model is designed for gas mixture classification with multiple sensor responses.
Practices
Geometric Deep Learning Extension Library for PyTorch
A unified approach to explain the output of any machine learning model.
pytorch wrapper for irregularly-sampled time series analysis
Time Delay Estimation of Traffic Congestion Propagation based on Transfer Entropy
Project Repository for Udacity Deeplearning Nanodegree
Build a plagiarism detector that examines a text file and performs binary classification; labeling that file as either plagiarized or not
Portfolio website