adaptive-model-update

Adaptive online learning method for text classification in dynamic streaming environments

algorithm_study

Implementation of various Python Algorithm

android_mobile

Android Application based on Firebase Database

aws_marketplace

CI/CD with CircleCI,New Relice, Trend Micro in AWS

aws_saa_study

AWS Certified Solutions Architect - Associate(SAA-C03)

class-balanced-federated-learning

Federated learning selectively adjusting the amount of clients' train data every round, based on the estimated learning curves

coding_test_preparation

Various Python Algorithm Implementation

composite-load-ml

Composite Load Parameter Identification with Machine Learning

conditional_gan_slp

Adversarial Training for SignLanguage Producer

contrastive_word_embedding

To maximize the difference between base embedding model and contrastive model

crypto-currency-prediction

End-to-End implementation(Data Pipeline and Web) that analyzes the relationship between Bitcoin and Ethereum's positive/negative tweets and cryptocurrency prices in real time

django_rest_api

Build a Django REST API with the Django Rest Framework. Complete Tutorial.

django_rest_framework

DRF Practice

django_web

django web

elephas_spark_mllib

Implementation of CNN, RNN, LSTM and BERT based on Spark MLlib

graphql

Learning GraphQL by building custom API in JavaScript

grpc_feature_transfer_learning

연합 학습에서의 전이 학습을 위한 테스트 결과와 GRPC 통신 테스트

kafka-spark-zookeeper-docker

Kafka-Spark Cluster

kaggle-bike-sharing

llm-finetuning

GPT-2 and BERT fine-tuning

log-anomaly-detection

Anomaly detection with statistical labeling and LSTM model based on log key and params

movie_review_analysis

Judging the credibility of movie reviews based on history

python_basic

research_paper_review

the research paper review in the field of my interest

selective-data-federated-learning

Self Balancing Federated Learning (FedTuner / KCC2022)

sign_language_producer

Source code for Capstone Design Project in Seoul National University of Science and Technology(SNUT), ITM Dept.

spark-ml-pipelines

Distributed machine learning framework with Spark MLlib

sperospera1225

unstructured_data

webbot_detection

Artificial Intelligence (Seoul National University of Science and Technology)