Kwanwoong Yoon's repositories
Frequency-Activation-Map
An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map
model-based-CF
training model based collaborative filtering using Grouplens dataset
Movie_Review_Sentiment_Analysis
Kaggle Competition, "Movie Review Sentiment Analysis (Kernels Only)", with Pytorch
Dogs_vs_Cats_Classifier
Kaggle competition, "Dogs vs. Cats Redux: Kernels Edition" with pytorch
MobileNetV3
Implementation of MobileNet-V3 with pytorch and tested with Kaggle MNIST dataset
Sentiment-Analysis-KYSS
Apply various methodologies to sentiment classification and report the performance.
abdiedevelopers
Portfolio blog for a team.
algorithms
Samsung SW Experts Academy, Baekjoon Algorithm, etc.
battsimpy_tutorial
A python package for simulating Lithium-ion battery performance. Equivalent circuit, Single-Particle, and full Pseudo-2D models are available.
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Digit_Recognizer
Kaggle Competition, "Digit Recognizer" with Pytorch
Dropout-Bayesian-Neural-Network
Implementation of "Dropout as a Bayesian approximation" and testing with Kaggle dataset, "Ubiquant Market Prediction"
loss-landscape
Code for visualizing the loss landscape of neural nets
STM32_LAUNCHPAD
Implement launchpad using android phone as external speaker