6 results found Sort:

greyblake
nutype greyblake
25
1.4k
mit
5
Rust newtype with guarantees 🇺🇦 🦀
web data rust macro macros newtype invariant rust-lang sanitizer validator invariance invariants typesafety validation rust-library sanitization data-structures
Created 2022-10-09
541 commits to master branch, last one a day ago
chao1224
Geom3D chao1224
13
116
mit
2
Geom3D: Geometric Modeling on 3D Structures, NeurIPS 2023
3d drugs group biology physics crystals geometry material proteins symmetry chemistry molecules ai4science invariance equivariance 3d-structures
Created 2023-06-07
9 commits to main branch, last one about a year ago
beabevi
ESAN beabevi
7
86
mit
5
Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)
subgraph invariance equivariance graph-neural-networks message-passing-neural-network
Created 2022-01-30
4 commits to master branch, last one about a year ago
lucmos
relreps lucmos
6
56
mit
3
Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to latent space comparison between diverse settings.
stitching zero-shot invariance latent-communication relative-representation representation-learning
Created 2022-04-12
522 commits to main branch, last one about a year ago
sophiaas
spectral-universality sophiaas
4
32
unknown
2
Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"
fourier invariance group-theory geometric-deep-learning
Created 2023-04-25
26 commits to main branch, last one 10 months ago
jiaqingxie
Theories-of-Graph-Neural-Networks jiaqingxie
0
27
unknown
2
A List of Papers on Theoretical Foundations of Graph Neural Networks
gnn ode pde np-hard topology invariance biochemistry equivariance optimization expressive-power combinatorial-optimization
Created 2023-06-17
36 commits to main branch, last one about a year ago