mfinzi / LieConv
☆262Updated last year
Alternatives and similar repositories for LieConv:
Users that are interested in LieConv are comparing it to the libraries listed below
- A library for programmatically generating equivariant layers through constraint solving☆262Updated last year
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆115Updated last year
- Group Equivariant Convolutional Neural Networks☆99Updated 7 years ago
- VAEs with Lie Group latent space☆97Updated 3 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆286Updated 4 years ago
- Manifold-learning flows (ℳ-flows)☆229Updated 4 years ago
- Computations involving Lie groups and harmonic analysis☆197Updated this week
- Lie Algebra Convolutional Network implementation☆42Updated 3 years ago
- ☆156Updated 5 years ago
- Experiments for the AISTATS publication on Reparameterizing Distributions over Lie Groups☆52Updated 2 years ago
- ☆213Updated 3 years ago
- This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a…☆303Updated 2 months ago
- B-Spline CNNs on Lie groups☆53Updated 5 years ago
- Pytorch implementation of Block Neural Autoregressive Flow☆178Updated 3 years ago
- Riemannian Convex Potential Maps☆67Updated last year
- This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent…☆72Updated last year
- Euclidean Neural Networks☆190Updated 4 years ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆79Updated 8 months ago
- Code for "Scale-Equivariant Steerable Networks"☆67Updated 4 years ago
- Algorithms for computations on random manifolds made easier☆87Updated last year
- A manifold optimization library for deep learning☆241Updated 3 years ago
- Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuo…☆89Updated 5 years ago
- Code for Neural Spline Flows paper☆262Updated 4 years ago
- Experiments with Group Equivariant Convolutions in PyTorch☆113Updated 2 years ago
- LieTransformer: Equivariant Self-Attention for Lie Groups☆67Updated 6 months ago
- Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"☆169Updated 3 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆273Updated last year
- Official repository for "Categorical Normalizing Flows via Continuous Transformations"☆56Updated 3 years ago
- Experiment for General E(2)-Equivariant Steerable CNNs☆28Updated 3 years ago
- ☆99Updated 4 years ago