sjhan91

Loop_VQVAE_Official

The implementation of "Symbolic Music Loop Generation with Neural Discrete Representations"

Mixture2Music_Official

The implementation of "Instrument Separation of Symbolic Music by Explicitly Guided Diffusion Model"

MusicBERT

The implementation of "Systematic Analysis of Music Representations from BERT"

loop-demo

The implementation of "The Interface of Symbolic Music Loop Generation Conditioned on Musical Metadata"

MusicVAE

MusicVAE Implementation

Numerical-Optimization

Homework of Numerical Optimization at Gwangju Institute of Science and Technology

SHAP

SHAP for MNIST, CIFAR-10

Arduino-eHealth_platform_V2.0

Arduino code using eHealth plaform to collect human data & send data to MATLAB through serial communication

BERT-stranger

The implementation of "BERT-stranger"

loop-generation

The implementation of "Music Loop Extraction and Generation for Multi-track Symbolic Music"

ChemVAE

ChemVAE WEB Demo

DeConvNet

DeConvNet for store

Linear-Algebra

Homework of Linear Algebra at Gwangju Institute of Science and Technology

Logistic-Regression-for-Kakao-Interview

For Kakao interview, I implemented logistic regression classifying non-linear two classes

MNIST

MNIST Classification by Pure Tensorflow

NCMC

Nearest Class Multiple Centroids

NCMML

Nearest Class Mean Metric Learning

Polynomial-Curve-Fitting

Homework of Machine Learning at Gwangju Institute of Science and Technology

R_Codeigniter_RestServerAPI_RecommenderLab

SimpleAutoEncoder

Simple AutoEncoder for Anomaly Detection (Keras)

Time-Series-Anomaly-Detection

Time-series Anomaly Detection