Yongho Kim's repositories
gpuallencahn
Allen-Cahn Equation
YOLOv5-PseudoLabels
YOLOv5 with PseudoLabels
crank-nicolson-2d
Crank-Nicolson method for the heat equation in 2D
DeepkMeans
Deep k-means (Autoencoder + k-means clustering)
DeepVisualization
Deep Visualization(maximizing activation of filters)
DisturbMethods
Noisy Regularization
GraphNeuralNetwork
Graph Neural Networks (GNNs)
MixedImages
Mixed images data augmentation
ClassActivationMap
Class Activation Map(CAM) - Explainable AI
controlsystems
Example of control simulations
disturbvalue
DisturbValue: a regularization method for regressioin tasks
dolfin_navier_scipy
python module for extracting the system matrices of the fenics fem discretization of (linearized) Navier-Stokes equations and feeding back computed data for visualization
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
FEMloss
FEM loss based on a mass matrix
fenics-tutorial
Source files and published documents for the FEniCS tutorial.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
numericalmethods
numerical analysis
YoloBoundingBoxChecker
Bounding box checker for Yolo-annotated objects