DeepFrag
![](https://durrantlab.pitt.edu/wp-content/uploads/2021/01/icon.png)
DeepFrag is a deep convolutional neural network that guides ligand optimization by extending a ligand with a molecular fragment, such that the resulting extension is also highly complementary to the receptor. The DeepFrag web application is also a useful tool for teaching students about medicinal chemistry and lead optimization.