DiffSBDD
A Euclidean diffusion model for structure-based drug design. (by arneschneuing)
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising. (by zoubohao)
| DiffSBDD | DenoisingDiffusionProbabilityModel-ddpm- | |
|---|---|---|
| 1 | 1 | |
| 290 | 1,273 | |
| - | - | |
| 4.9 | 1.4 | |
| 8 months ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
DiffSBDD
Posts with mentions or reviews of DiffSBDD.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-04.
-
Learn diffusion models with Hugging Face course 🧨
I'm referring to recent works like DiffLinker (https://github.com/igashov/DiffLinker) and DiffSBDD (https://github.com/arneschneuing/diffsbdd) which use diffusion to generate new ligands or fragments of molecules. If there's enough interest, we could find space to include these exciting topics in the course :)
DenoisingDiffusionProbabilityModel-ddpm-
Posts with mentions or reviews of DenoisingDiffusionProbabilityModel-ddpm-.
We have used some of these posts to build our list of alternatives
and similar projects.
-
DDPM in Auto1111?
This probably won't be helpful but you could try searching github for an install url that you can enter in the extensions tab. I found this one but I don't know if it works. https://github.com/zoubohao/DenoisingDiffusionProbabilityModel-ddpm-.git
What are some alternatives?
When comparing DiffSBDD and DenoisingDiffusionProbabilityModel-ddpm- you can also consider the following projects:
OpenChem - OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
DDPM_inversion - Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.
minimal-text-diffusion - A minimal implementation of diffusion models for text generation
DiffLinker - DiffLinker: Equivariant 3D-Conditional Diffusion Model for Molecular Linker Design
anomaly-detection-resources - Anomaly detection related books, papers, videos, and toolboxes
EquiBind - EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein