NSAPH-Projects / topological-equivariant-networks
E(n)-Equivariant Topological Neural Networks
☆18Updated last month
Related projects: ⓘ
- Equivariant Mesh Attention Networks☆21Updated 2 years ago
- Path integral based convolution and pooling☆29Updated last year
- Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This …☆20Updated last year
- Differentiable Euler Characteristic Transform☆17Updated 3 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆46Updated last year
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆37Updated 2 months ago
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆39Updated 10 months ago
- Code for Lie Symmetries SSL paper☆18Updated 6 months ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆35Updated last year
- Fork of the E2CNN library that adds support for equivariant partial differential operators☆17Updated 2 years ago
- Solving Inverse Physics Problems with Score Matching☆19Updated 9 months ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆68Updated 3 months ago
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆22Updated 5 months ago
- Official implementation of Deep Momentum Schrödinger Bridge☆19Updated 10 months ago
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆25Updated 2 years ago
- ☆24Updated last month
- Computational and Applied Topology List☆18Updated last month
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆66Updated 3 months ago
- ☆62Updated last year
- Lie Algebra Convolutional Network implementation☆42Updated 2 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆26Updated last year
- Implementation of Action Matching for the Schrödinger equation☆22Updated last year
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆23Updated last year
- Representation Learning on Topological Domains☆75Updated 2 months ago
- ☆23Updated 10 months ago
- Refining continuous-in-depth neural networks☆39Updated 2 years ago
- Code repository of the paper "Clifford-Steerable Convolutional Neural Networks"☆39Updated last month
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆20Updated last year
- Fine-grained, dynamic control of neural network topology in JAX.☆21Updated last year
- Computing gradients and Hessians of feed-forward networks with GPU acceleration☆18Updated 7 months ago