Seoyoung Oh's repositories
SoH_estimation_of_Lithium-ion_battery
State of health (SOH) prediction for Lithium-ion batteries using regression and LSTM
Time-series_price_analysis
Stock and Bitcoin time-series forecasting using machine learning
Machine_Learning_Paper_Review
Machine learning Paper review and code implementation
Pattern_Formation
Pattern Formation in Fractional PDEs
Machine_Learning_with_Patterns_based_on_Lengyel-Epstein_model
Classification of pattern images based on Lengyel-Epstein model
Numerical_methods_for_Fractional_derivative
Numerical implementation of fractional derivative and integral
Stock_Anomaly_Detection_and_Explanation
A Deep Learning Approach to US Stock Market Analysis and its Explanation Using Correlation Networks
Combined_Dataset_for_Speech_Emotion_Recognition
A collection of dataset consists of a total of 8 English speech datasets for SER
Data_Structure_and_Algorithm
Presentations in weekly "Data structure & algorithm" study
Image_Recognition_Android_Application
A mobile application that uses Deeplearning and Android Studio
standing-o.github.io
AI Tech Blog
Facial_Emotion_Recognition
Facial emotion recognition (FER) using convolutional neural networks
Lotka-Volterra_equations
Numerical solutions of Lotka–Volterra predator–prey model
ML_Optimization_Methods
Implementation of optimization techniques in machine learning
Modified_prey-predator_system
Modified prey–predator model which describes the rate of change for each species by adding coupling terms
Cassava_Leaf_Disease_Classification
Leaf disease classification on kaggle
Chest_X-ray_Abnormalities_Detection
Chest X-ray abnormalities detection on kaggle
CT_Medical_image_analysis
Image enhancement and classification with CT image dataset
Data_Analysis_Club_Assignment
Programming Assignment - Kaggle Competition, Python quiz, etc.
Gas_Consumption_Prediction_Project
Regression and LSTM for predicting Busan city's gas consumption
Heat_Equation
Numerical solutions of heat equations
Image-to-Image_translation_with_U-GAT-IT
U-GAT-IT implementation with GHIBLI dataset and GAN architecture analysis
League_of_Legend_tier_prediction
Simple estimation of LoL tier with Softmax and XGB
Numerical_Analysis
My personal MATLAB toolbox for numerical analysis
Pattern_Recognition_and_ML_Study
Study of book PRML in seminar
Topic_modeling_of_scientific_publications_with_LDA
'Coleridge Initiative - Show US the Data' Competition on kaggle
Training_for_Research
Study for the research seminar (Applied Mathematics)
try_Kaggle
Kaggle Notebook transcription -> Writing new Notebooks