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
- Message Passing Neural Networks for Simplicial and Cell Complexes☆169Jun 13, 2023Updated 3 years ago
- Official Repository for Simplicial Attention Networks☆33Jul 28, 2023Updated 2 years ago
- A curated list of topological deep learning (TDL) resources and links.☆286Oct 20, 2025Updated 7 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆37Feb 14, 2021Updated 5 years ago
- Fast Computation of Zigzag Persistence☆14Dec 9, 2023Updated 2 years ago
- Unsupervised image segmentation by applying topological data analysis techniques.☆31Feb 13, 2020Updated 6 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
- ☆183Sep 13, 2023Updated 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 Signal Processing in Python☆48Jun 2, 2026Updated 2 weeks ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆13Mar 8, 2024Updated 2 years ago
- Python functions to compute multiparameter persistence landscapes from a RIVET file☆14Jul 13, 2024Updated last year
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆430Feb 22, 2024Updated 2 years ago
- Chowdhury, S. and Mémoli, F., Persistent Path Homology of Directed Networks. SODA 2018.☆13Mar 30, 2021Updated 5 years ago
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 2 years ago
- ☆32Jan 28, 2019Updated 7 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…☆472Mar 31, 2026Updated 2 months ago
- Deep learning made topological.☆92Jul 25, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆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
- Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"☆47Jan 22, 2025Updated last year
- ☆14Mar 4, 2022Updated 4 years ago
- A high-performance topological machine learning toolbox in Python☆997Jun 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
- 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.
- Topological Data Analysis in Python: Simplicial Complex☆123Updated this week
- Topological Neural Networks go Persistent, Equivariant and Continuous☆16Jun 4, 2024Updated 2 years ago
- 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
- Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561☆25Mar 30, 2021Updated 5 years ago
- [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
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆16Sep 4, 2023Updated 2 years ago