Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called simplicial complexes.
☆85Apr 14, 2021Updated 5 years ago
Alternatives and similar repositories for simplicial_neural_networks
Users that are interested in simplicial_neural_networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simplicial neural network benchmarking software☆17Jun 9, 2022Updated 4 years ago
- Official Repository for Simplicial Attention Networks☆34Jul 28, 2023Updated 2 years ago
- A curated list of topological deep learning (TDL) resources and links.☆290Oct 20, 2025Updated 8 months ago
- The official PyTorch implementation of "An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction" (TheWebConf'23)☆11May 4, 2023Updated 3 years ago
- ☆37Feb 14, 2021Updated 5 years ago
- 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.
- Fast Computation of Zigzag Persistence☆15Dec 9, 2023Updated 2 years ago
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆25Mar 6, 2020Updated 6 years ago
- A pytorch implementation of LCGNN☆12Jun 1, 2020Updated 6 years ago
- Official repository for Cell Attention Networks☆15Jan 11, 2024Updated 2 years ago
- Code for "Graph-based Semi-Supervised & Active Learning for Edge Flows"☆15May 21, 2019Updated 7 years ago
- This is the code related to the article 'Intrinsic persistent homology via density-based metric learning'☆10May 8, 2023Updated 3 years ago
- Topological Deep Learning☆337Updated this week
- Topological Signal Processing in Python☆48Jun 2, 2026Updated last month
- Draws a 2D simplicial complex from a list of simplices.☆16Jan 20, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆13Mar 8, 2024Updated 2 years ago
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆430Feb 22, 2024Updated 2 years ago
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 2 years ago
- Topological Graph Neural Networks (ICLR 2022)☆128Jun 10, 2022Updated 4 years ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆474Mar 31, 2026Updated 3 months ago
- Deep learning made topological.☆92Jul 25, 2024Updated last year
- ☆18Mar 19, 2024Updated 2 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆154Jan 18, 2022Updated 4 years ago
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆11Jul 10, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Gather module dependencies of source code☆13Jul 21, 2023Updated 2 years ago
- A high-performance topological machine learning toolbox in Python☆1,000Jun 18, 2024Updated 2 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Dec 27, 2021Updated 4 years ago
- NeurIPS23 "Flow Factorized Representation Learning"☆45Dec 15, 2025Updated 6 months ago
- ☆11Dec 1, 2020Updated 5 years ago
- Topological Data Analysis in Python: Simplicial Complex☆123Updated this week
- This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The We…☆16Jan 27, 2024Updated 2 years ago
- ☆22Mar 10, 2021Updated 5 years ago
- Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561☆25Mar 30, 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.
- [ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Infer…☆14Feb 16, 2022Updated 4 years ago
- Towards a Rigorous Evaluation of Time-series Anomaly Detection (AAAI'22)☆32Feb 8, 2022Updated 4 years ago
- Python package to build and manipulate temporal graphs.☆19Jul 2, 2026Updated last week
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆16Sep 4, 2023Updated 2 years ago
- Code for "Fast Unbalanced Optimal Transport on a Tree" (NeurIPS 2020)☆13Oct 22, 2020Updated 5 years ago
- Temporal Graph Rewiring Method with Expander Graphs☆12Oct 18, 2024Updated last year
- ☆41Nov 2, 2021Updated 4 years ago