Updated 10 months ago
ccsd
Combinatorial Complex Score-based Diffusion model using stochastic differential equations
artificial-intelligence
ccsd
combinatorial-complex
deep-learning
diffusion
diffusion-models
graph
graph-neural-networks
higher-order-models
machine-learning
molecule
molecule-generation
python
score-based-generative-modeling
score-based-generative-models
tdl
topological-data-analysis
topological-deep-learning
topological-neural-networks
topology
Updated 10 months ago
structure-seer
The implementation, training and evaluation of a Structure Seer machine learning model designed for reconstruction of adjacency of a molecular graph from the labelling of its nodes.
Updated 10 months ago
https://github.com/atomicarchitects/symphony
[ICLR'24] Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation
Updated 10 months ago
mgvae
Multiresolution Equivariant Graph Variational Autoencoder (MGVAE) https://arxiv.org/abs/2106.00967
Updated 10 months ago
molscore
An automated scoring function to facilitate and standardize the evaluation of goal-directed generative models for de novo molecular design