Skip to content

Research Experiments for SmartCADD2 including: Molecular Property Prediction on QM40 dataset

Notifications You must be signed in to change notification settings

SMU-CATCO/smartcadd2

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

24 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

SmartCADD2 Experimental Respository

Experiment Goals

  1. Compare performance of SOTA models trained on QM9 dataset vs. QM40 dataset
  2. Develop new SOTA model for molecular property prediction on QM40 dataset
  3. Develop new SOTA model for ADMET prediction on QM40 dataset/and others
  4. Develop new SOTA model for pharamacophore prediction on QM40 dataset/and others
  5. Update the SmartCADD framework to filter based on quantum properties
  6. Validate SmartCADD2 on ZINC dataset and experimental tests of discovered molecules

About

Research Experiments for SmartCADD2 including: Molecular Property Prediction on QM40 dataset

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published