Seokho Kang's repositories
graphvae_approx
Efficient Learning of Non-Autoregressive Graph Variational Autoencoders for Molecular Graph Generation
reaction_yield_nn
Uncertainty-aware prediction of chemical reaction yields with graph neural networks
graphvae_compress
Compressed Graph Representation for Scalable Molecular Graph Generation
nmr_mpnn_pytorch
Neural Message Passing for NMR Chemical Shift Prediction
reaction_condition_vae
Generative Modeling to Predict Multiple Suitable Conditions for Chemical Reactions
kvasir_deep_learning
Medical Image Classification/Segmentation
molecule_search_nmr
Molecular search by NMR spectrum based on evaluation of matching between spectrum and molecule
image_classification_example
PyTorch Implementation of CNN for Image Classification
nmr_weakly_supervised
Predictive Modeling of NMR Chemical Shifts without Using Atomic-level Annotations
retention_time_gnn
Retention Time Prediction through Learning from Small Training Dataset with Pre-Trained Graph Neural Network