SeonghwanSeo

I am a Ph.D. student in the Department of Chemistry, KAIST. My research area is AI-based drug discovery.

KAISTSeoul or Daejeon

Pinned Repositories

bayesian_pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
Language:Jupyter Notebook0 0 00
BayesianGCN
Uncertainty quantification of molecular property prediction using Bayesian deep learning
Language:Python3 2 01
BBAR
Official Github for "Molecular generative model via retrosynthetically prepared chemical building block assembly" (Advanced Science)
Language:Jupyter Notebook28 1 15
DeepDL
Official github for "Drug-likeness scoring based on unsupervised learning" (Chemical Science)
Language:Python19 1 56
gflownet
GFlowNet library specialized for graph & molecular data
Language:Python00
lightweight-srgan
Language:Python1 1 00
molvoxel
Easy-to-Use Molecular Voxelization Tool
Language:Python7 1 11
OpenPharmaco
Open-source protein-based pharmacophore modeling software
Language:Python16 1 20
PharmacoNet
Official Github for "PharmacoNet: deep learning-guided pharmacophore modeling for ultra-large-scale virtual screening" (Chemical Science)
Language:Python59 3 54
RxnFlow
Synthesis-oriented generative model to discover diverse drug candidates through a large action space and GFlowNet objective.
Language:Python7 1 00

SeonghwanSeo/PharmacoNet
Official Github for "PharmacoNet: deep learning-guided pharmacophore modeling for ultra-large-scale virtual screening" (Chemical Science)
Language:Python59 3 54
SeonghwanSeo/BBAR
Official Github for "Molecular generative model via retrosynthetically prepared chemical building block assembly" (Advanced Science)
Language:Jupyter Notebook28 1 15
SeonghwanSeo/DeepDL
Official github for "Drug-likeness scoring based on unsupervised learning" (Chemical Science)
Language:Python19 1 56
SeonghwanSeo/OpenPharmaco
Open-source protein-based pharmacophore modeling software
Language:Python16 1 20
SeonghwanSeo/molvoxel
Easy-to-Use Molecular Voxelization Tool
Language:Python7 1 11
SeonghwanSeo/RxnFlow
Synthesis-oriented generative model to discover diverse drug candidates through a large action space and GFlowNet objective.
Language:Python7 1 00
SeonghwanSeo/BayesianGCN
Uncertainty quantification of molecular property prediction using Bayesian deep learning
Language:Python3 2 01
SeonghwanSeo/lightweight-srgan
Language:Python1 1 00
SeonghwanSeo/bayesian_pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
Language:Jupyter Notebook0 0 00
SeonghwanSeo/gflownet
GFlowNet library specialized for graph & molecular data
Language:Python00