Alternatives and similar repositories for equivariant-convolutions

Users that are interested in equivariant-convolutions are comparing it to the libraries listed below

• utiasSTARS / bingham-rotation-learning
  A Smooth Representation of SO(3) for Deep Rotation Learning with Uncertainty.
  ☆188Updated last year
• FlyingGiraffe / vnn
  Vector Neurons: A General Framework for SO(3)-Equivariant Networks
  ☆498Updated 2 years ago
• AMLab-Amsterdam / lie_learn
  Computations involving Lie groups and harmonic analysis
  ☆206Updated 7 months ago
• anucvml / ddn
  Deep Declarative Networks
  ☆249Updated 7 months ago
• mfinzi / LieConv
  ☆274Updated 2 years ago
• marvin-eisenberger / implicit-sinkhorn
  ☆73Updated 2 years ago
• pimdh / relie
  Experiments for the AISTATS publication on Reparameterizing Distributions over Lie Groups
  ☆52Updated 3 years ago
• fwilliams / scalable-pytorch-sinkhorn
  ☆158Updated 2 years ago
• daniilidis-group / spherical-cnn
  Demo code for the paper "Learning SO(3) Equivariant Representations with Spherical CNNs"
  ☆297Updated 3 years ago
• nintendops / EPN_PointCloud
  PyTorch implementation for the paper Equivariant Point Network for 3D Point Cloud Analysis (CVPR2021).
  ☆109Updated 2 years ago
• daniilidis-group / swscnn
  Demo source code for the paper "Spin-Weighted Spherical CNNs".
  ☆23Updated 3 years ago
• KinglittleQ / torch-batch-svd
  A 100x faster SVD for PyTorch⚡️
  ☆477Updated 2 years ago
• deepsphere / deepsphere-pytorch
  DeepSphere: a graph-based spherical CNN (PyTorch)
  ☆162Updated 3 years ago
• PKU-EPIC / RotationNormFlow
  Official code for "Delving into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling" (CVPR 2023)
  ☆18Updated last year
• Qualcomm-AI-research / gauge-equivariant-mesh-cnn
  ☆62Updated 2 years ago
• hkust-vgd / riconv
  Rotation Invariant Convolutions for 3D Point Clouds Deep Learning
  ☆57Updated 6 years ago
• igilitschenski / deep_bingham
  Code for "Deep Orientaton Uncertainty Learning based on a Bingham Loss" (ICLR2020)
  ☆35Updated last year
• princeton-vl / lietorch
  ☆797Updated 4 months ago
• tensorfieldnetworks / tensorfieldnetworks
  ☆160Updated 5 years ago
• RuojinCai / ShapeGF
  Learning Gradient Fields for Shape Generation
  ☆199Updated 4 years ago
• fwilliams / fml
  FML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks
  ☆36Updated 6 years ago
• stevenygd / NFGP
  Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.
  ☆203Updated last year
• mariogeiger / se3cnn
  Euclidean Neural Networks
  ☆199Updated 4 years ago
• FlyingGiraffe / vnn-neural-implicits
  Neural implicit reconstruction experiments for the Vector Neuron paper
  ☆44Updated 4 years ago
• mauriceweiler / MobiusCNNs
  This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent…
  ☆72Updated last year
• pimdh / lie-vae
  VAEs with Lie Group latent space
  ☆99Updated 3 years ago
• utiasSTARS / liegroups
  Python implementation of SO2, SE2, SO3, and SE3 matrix Lie groups using numpy or pytorch
  ☆355Updated 5 months ago
• adambielski / GrouPy
  Group Equivariant Convolutional Neural Networks
  ☆102Updated 7 years ago
• peisuke / ImplicitGeometricRegularization.pytorch
  ☆56Updated 2 years ago
• computational-imaging / automatic-integration
  Official repo for AutoInt: Automatic Integration for Fast Neural Volume Rendering in CVPR 2021
  ☆187Updated 2 years ago