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 4 years ago
Alternatives and similar repositories for InvariantGraphNetworks-PyTorch
Users that are interested in InvariantGraphNetworks-PyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning for Automated Electrical Penetration Graph Analysis of Aphid Feeding Behavior: Accelerating Research on Insect-Plant Int…☆15Feb 18, 2026Updated 7 months ago
- ☆21Jun 13, 2023Updated 3 years ago
- Multiresolution Equivariant Graph Variational Autoencoder (MGVAE) https://arxiv.org/abs/2106.00967☆25Nov 12, 2024Updated last year
- Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning☆33May 17, 2024Updated 2 years ago
- LatentDE: Latent-based Directed Evolution for Protein Sequence Design☆39Apr 2, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ECCV'24 Oral] Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild☆14Mar 13, 2025Updated last year
- ☆14Mar 2, 2023Updated 3 years ago
- Sum of handwritten digits using Deep Sets, implemented in PyTorch.☆22Apr 17, 2019Updated 7 years ago
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆20Jan 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"☆22Nov 16, 2022Updated 3 years ago
- ☆14May 10, 2024Updated 2 years ago
- Config files for my GitHub profile.☆25Mar 23, 2025Updated last year
- Predicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731☆12Oct 27, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- SignNet and BasisNet☆101Jul 25, 2023Updated 3 years ago
- ☆16Mar 2, 2022Updated 4 years ago
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆42Jan 30, 2023Updated 3 years ago
- Implementation of the Paper "Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning" by Robin Winter, Fran…☆44Jan 5, 2023Updated 3 years ago
- ☆32Sep 22, 2021Updated 5 years ago
- A library for subgraph GNN based on pyg☆39Nov 28, 2024Updated last year
- Fourier Transform Library (MATLAB interface based on C++ implementation): DFT 1d, DFT 2d, FFT 1d, FFT 2d, DCT 2d, JPEG (without lossless …☆13Sep 18, 2016Updated 10 years ago
- ☆16May 20, 2020Updated 6 years ago
- The official implementation of ''Can Graph Neural Networks Count Substructures?'' NeurIPS 2020☆36Mar 3, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Tutorials for machine learning with the QML library☆13May 10, 2018Updated 8 years ago
- Code for the ICLR 2019 paper "Invariant and Equiovariant Graph Networks"☆25May 20, 2020Updated 6 years ago
- ☆10Mar 14, 2025Updated last year
- Applies ROME and MEMIT on Mamba-S4 models☆16Apr 5, 2024Updated 2 years ago
- DrugPipe: Generative artificial intelligence-assisted virtual screening pipeline for generalizable and efficient drug repurposing☆20Jun 9, 2025Updated last year
- Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures☆25Oct 27, 2023Updated 2 years ago
- Machine learning Calabi-Yau metrics☆25Aug 11, 2026Updated 2 months ago
- ☆12Nov 11, 2019Updated 6 years ago
- C++/CUDA library for SO(3) equivariant operations☆27Aug 20, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2021] Group Equivariant Generative Adversarial Networks.☆14May 6, 2021Updated 5 years ago
- Deep Learning framework in C++/CUDA that supports symbolic/automatic differentiation, dynamic computation graphs, tensor/matrix operation…☆56Sep 13, 2021Updated 5 years ago
- ☆41Apr 25, 2022Updated 4 years ago
- ☆11Mar 28, 2022Updated 4 years ago
- Unofficial implementation of Graph Stacked Hourglass Networks for 3D Human Pose Estimation☆14Dec 8, 2022Updated 3 years ago
- source code for EMNLP 2022 paper HEGEL: Hypergraph Transformer for Long Document Summarization☆15Oct 24, 2022Updated 3 years ago
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year