# Drug Discovery

• The rise of deep learning in drug discovery: https://doi.org/10.1016/j.drudis.2018.01.039

# De novo design

• RNN 계열
  • Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks
  • Generative Recurrent Networks for De Novo Drug Design
  • REINVENT: Molecular De Novo Design through Deep Reinforcement Learning
• GAN 계열
  • ORGAN
  • ORGANIC
• Graph 계열
  • Geometric deep learning: going beyond Euclidean data
  • Deeply learning molecular structure-property relationships using graph attention neural network