Table 3 Summary of REINVENT 4 transforms
From: Reinvent 4: Modern AI–driven generative molecule design
Transform | Description |
|---|---|
Sigmoid | S–shaped logistic function |
Reverse_sigmoid | Reverse sigmoid function |
Double_sigmoid | Two–sided sigmoid function |
Right_step | Heaviside step function, can be shifted along x |
Left_step | Left–sided step function |
Step | Two–sided step function |
Value_mapping | Maps a categorical value (string) to a user–supplied number |