A PyTorch implementation of The ICLR 2019 paper "Invariant and Equivariant Graph Networks" by Haggai Maron, Heli Ben-Hamu, Nadav Shamir and Yaron Lipman https://openreview.net/forum?id=Syx72jC9tm. The official TensorFlow implementation is at https://github.com/Haggaim/InvariantGraphNetworks.
☆17Mar 7, 2022Updated 3 years ago
Alternatives and similar repositories for InvariantGraphNetworks-PyTorch
Users that are interested in InvariantGraphNetworks-PyTorch are comparing it to the libraries listed below
Sorting:
- ☆21Jun 13, 2023Updated 2 years ago
- [ECCV'24 Oral] Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild☆13Mar 13, 2025Updated 11 months ago
- ☆12May 10, 2024Updated last year
- ☆14Mar 2, 2023Updated 3 years ago
- Multiresolution Equivariant Graph Variational Autoencoder (MGVAE) https://arxiv.org/abs/2106.00967☆25Nov 12, 2024Updated last year
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆19Jan 18, 2025Updated last year
- Code of "Deep invariant networks with differentiable augmentation layers"☆18Oct 26, 2022Updated 3 years ago
- Code for "Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations"☆23Nov 16, 2022Updated 3 years ago
- Sum of handwritten digits using Deep Sets, implemented in PyTorch.☆21Apr 17, 2019Updated 6 years ago
- Config files for my GitHub profile.☆25Mar 23, 2025Updated 11 months ago
- SignNet and BasisNet☆102Jul 25, 2023Updated 2 years ago
- A library for subgraph GNN based on pyg☆39Nov 28, 2024Updated last year
- Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning☆32May 17, 2024Updated last year
- Tools for building equivariant polynomials on reductive Lie groups.☆36Jun 29, 2023Updated 2 years ago
- ☆31Sep 22, 2021Updated 4 years ago
- Reference implementation for SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators (ICML …☆28Aug 23, 2022Updated 3 years ago
- ☆13Jun 18, 2025Updated 8 months ago
- The official implementation of ''Can Graph Neural Networks Count Substructures?'' NeurIPS 2020☆35Mar 3, 2021Updated 5 years ago
- ☆36Apr 25, 2022Updated 3 years ago
- The code of APP, Scalable Graph Embedding for Asymmetric Proximity. Zhou, Chang and Liu, Yuqiong and Liu, Xiaofei and Liu, Zhongyi and Ga…☆10Nov 11, 2018Updated 7 years ago
- ☆155Aug 23, 2021Updated 4 years ago
- Code of "Breaking the Limits of Message Passing Graph Neural Networks" paper published in ICML2021☆42Jun 10, 2021Updated 4 years ago
- ☆43Jun 4, 2023Updated 2 years ago
- This repository contains the code for our papers "Learning Condition Invariant Features for Retrieval-Based Localization from 1M Images" …☆11Oct 25, 2020Updated 5 years ago
- ☆26Nov 7, 2022Updated 3 years ago
- [NeurIPS 2022] Symmetry Teleportation for Accelerated Optimization☆12Nov 10, 2022Updated 3 years ago
- [ICLR 2021] Group Equivariant Generative Adversarial Networks.☆14May 6, 2021Updated 4 years ago
- [JET] Project on the friction dynamics and control simulation for a manipulator, 2018-2020 at SJTU.☆10Sep 7, 2020Updated 5 years ago
- ☆13Jul 16, 2019Updated 6 years ago
- ☆11May 5, 2023Updated 2 years ago
- ☆12Aug 14, 2017Updated 8 years ago
- Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.☆13Feb 8, 2025Updated last year
- ☆10Aug 13, 2021Updated 4 years ago
- Implementation of the work Variational multiple shooting for Bayesian ODEs with Gaussian processes☆13Aug 5, 2022Updated 3 years ago
- Code for NeurIPS 2024 paper: "Noether's razor: Learning Conserved Quantities" by Tycho F. A. van der Ouderaa, Mark van der Wilk, Pim de H…☆11Oct 12, 2024Updated last year
- Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.☆12Jun 18, 2021Updated 4 years ago
- source code for EMNLP 2022 paper HEGEL: Hypergraph Transformer for Long Document Summarization☆15Oct 24, 2022Updated 3 years ago
- The code of the paper: M. Karami, “HiGen: Hierarchical Graph Generative Networks”, arXiv preprint arxiv:2305.19337☆10Apr 9, 2024Updated last year
- DrugPipe: Generative artificial intelligence-assisted virtual screening pipeline for generalizable and efficient drug repurposing☆15Jun 9, 2025Updated 8 months ago