Alternatives and similar repositories for UniversalNetwork

Users that are interested in UniversalNetwork are comparing it to the libraries listed below

• mouthful / ClofNet
  ☆22Updated last year
• luost26 / Equivariant-OrientedMP
  Equivariant Point Cloud Analysis via Learning Orientations for Message Passing (CVPR 2022)
  ☆29Updated 2 years ago
• omri1348 / Frame-Averaging
  ☆34Updated 3 years ago
• TUM-DAML / synthetic_coordinates
  Synthetic coordinates for GNNs, as proposed in "Directional Message Passing on Molecular Graphs via Synthetic Coordinates" (NeurIPS 2021)
  ☆30Updated 2 years ago
• hanjq17 / GMN
  [ICLR 2022] The implementation for the paper "Equivariant Graph Mechanics Networks with Constraints".
  ☆60Updated 10 months ago
• vict0rsch / faenet
  ☆34Updated 3 months ago
• gncs / graphdg
  Generative model for molecular distance geometry
  ☆39Updated 2 years ago
• lucidrains / geometric-vector-perceptron
  Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pyt…
  ☆73Updated 3 years ago
• ebekkers / ponita
  Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space.
  ☆82Updated 11 months ago
• YuGuangWang / PAN
  Path integral based convolution and pooling
  ☆29Updated 2 years ago
• microsoft / two-for-one-diffusion
  This Denoising Force Field (DFF) codebase provides a Pytorch framework for the method presented in Two for one: Diffusion models and forc…
  ☆60Updated 11 months ago
• divelab / MFA
  Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.
  ☆17Updated 3 months ago
• gallego-posada / eman
  Equivariant Mesh Attention Networks
  ☆21Updated 2 years ago
• cptq / SignNet-BasisNet
  SignNet and BasisNet
  ☆97Updated last year
• lollcat / se3-augmented-coupling-flows
  SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.
  ☆24Updated last year
• blondegeek / e3nn
  A modular framework for neural networks with Euclidean symmetry
  ☆11Updated 10 months ago
• mshakerinava / AutoEquiv
  Group Equivariant Linear Maps
  ☆11Updated 3 years ago
• cvignac / MiDi
  MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
  ☆101Updated 7 months ago
• MinkaiXu / EGNO
  ICML2024: Equivariant Graph Neural Operator for Modeling 3D Dynamics
  ☆56Updated last year
• Shen-Lab / LDM-3DG
  [ICLR 2024] "Latent 3D Graph Diffusion" by Yuning You, Ruida Zhou, Jiwoong Park, Haotian Xu, Chao Tian, Zhangyang Wang, Yang Shen
  ☆50Updated 10 months ago
• lsj2408 / Gaunt-Tensor-Product
  [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…
  ☆60Updated 6 months ago
• SCAN-NRAD / e3nn_Unet
  ☆28Updated 8 months ago
• guanjq / confopt_official
  The official implementation of Energy-Inspired Molecular Conformation Optimization (ICLR 2022)
  ☆36Updated 2 years ago
• maxxxzdn / erwin
  Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems [ICML'25]
  ☆51Updated this week
• Bayer-Group / eqgat
  Research repository for the proposed equivariant graph attention network that operates on large biomolecules proposed by Le et al. (2022)
  ☆19Updated 2 years ago
• vgsatorras / en_flows
  ☆60Updated 3 years ago
• arthurkosmala / EwaldMP
  Reference implementation of "Ewald-based Long-Range Message Passing for Molecular Graphs" (ICML 2023)
  ☆46Updated last year
• nimadehmamy / L-conv-code
  Lie Algebra Convolutional Network implementation
  ☆44Updated 3 years ago
• joeybose / GGM_LOG_Tutorial
  Geometric Generative Model Tutorial at LoG 2024
  ☆27Updated 5 months ago
• LarsHoldijk / SOCTransitionPaths
  ☆28Updated 2 years ago