divelab / MFA
Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.
☆17Updated 2 months ago
Alternatives and similar repositories for MFA:
Users that are interested in MFA are comparing it to the libraries listed below
- ☆34Updated 2 months ago
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆49Updated 3 weeks ago
- ☆60Updated 3 years ago
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆24Updated last year
- Code for the paper https://arxiv.org/abs/2402.04997☆75Updated last year
- This Denoising Force Field (DFF) codebase provides a Pytorch framework for the method presented in Two for one: Diffusion models and forc…☆58Updated 10 months ago
- [ICLR'24] Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation☆21Updated last month
- Annotated implementations of equivariant (graph) neural networks in Jax: EGNN, SEGNN, NequIP.☆31Updated last month
- Tools for building equivariant polynomials on reductive Lie groups.☆30Updated last year
- ICML2024: Equivariant Graph Neural Operator for Modeling 3D Dynamics☆57Updated last year
- Random walk unit with memory☆20Updated 6 months ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆80Updated 10 months ago
- Higher order equivariant graph neural networks for 3D point clouds☆36Updated last year
- ☆19Updated 2 months ago
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆20Updated 5 months ago
- E(3) Steerable Graph Neural Network☆116Updated 2 years ago
- ☆28Updated 2 years ago
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems☆43Updated this week
- [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆58Updated 5 months ago
- [ICLR 2022] The implementation for the paper "Equivariant Graph Mechanics Networks with Constraints".☆60Updated 9 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆57Updated last year
- ☆34Updated 2 years ago
- ☆21Updated last year
- [NeurIPS'23 Spotlight] Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance (LPS), in PyTorch☆29Updated last year
- The implementation of the paper: Clifford Group Equivariant Simplicial Message Passing Networks @ ICLR2024☆10Updated 10 months ago
- ☆12Updated 2 months ago
- A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining, ICML'23☆32Updated last year
- The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured …☆76Updated 8 months ago
- Mixed continous/categorical flow-matching model for de novo molecule generation.☆100Updated 3 weeks ago
- Deep Supervised Graph Partitioning Model☆14Updated 3 years ago