A hub for the different machine learning models available for biotechnology tasks, such as protein structure prediction, molecular docking.
| Name | Topic | Released on | License | Training Data | Resources |
|---|---|---|---|---|---|
| TargetDiff | target-aware molecule generation, binding affinity prediction | 2023 | MIT license | CrossDocked2020 | paper github |
| DiffDock | Molecular docking | 2023 | MIT License | PDBBind | paper talk github |
| RFDiffusion | Protein backbone generation | 2024 | BSD license | Protein Data Bank | paper talk github |
| GeoDiff | Molecular conformation (2D graph to 3D conformation) | 2024 | MIT License | GEOM-QM9 and GEOM-Drugs | paper talk github |
| GeoLDM | 3D molecule generation | 2023 | MIT License | GEOM-QM9 and GEOM-Drugs | paper github |