Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2024.
☆43Feb 20, 2025Updated last year
Alternatives and similar repositories for challenge-icml-2024
Users that are interested in challenge-icml-2024 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Topological Deep Learning☆349Oct 23, 2026Updated last week
- Computing on Topological Domains☆286Oct 22, 2026Updated last week
- Representation Learning on Topological Domains☆99Oct 23, 2026Updated last week
- Simplicial Representation Learning with Neural k-Forms☆15Mar 20, 2024Updated 2 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆260Oct 23, 2026Updated last week
- 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.
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆52Aug 22, 2022Updated 4 years ago
- Generalized Correspondence LDA (Python implementation)☆14Nov 18, 2017Updated 8 years ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆55May 16, 2022Updated 4 years ago
- ☆10Jun 22, 2024Updated 2 years ago
- ☆12Jun 20, 2025Updated last year
- A curated list of topological deep learning (TDL) resources and links.☆299Oct 20, 2025Updated last year
- ☆13Apr 2, 2025Updated last year
- An ensemble-based, size-agnostic wrapper around the TabPFN classifier for chemical datasets.☆35May 18, 2024Updated 2 years ago
- flooder: a package for constructing the Flood complex, a lightweight filtered simplicial complex.☆36Jul 16, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆30Mar 15, 2024Updated 2 years ago
- Implementation of the BasePlanE models and the experiments from the NeurIPS 2023 paper "PlanE: Representation Learning over Planar Graphs…☆13Jan 27, 2024Updated 2 years ago
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated 2 years ago
- Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph☆12Aug 2, 2023Updated 3 years ago
- ☆184Sep 13, 2023Updated 3 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆171Jun 13, 2023Updated 3 years ago
- Codebase for the paper "A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language"☆11Oct 11, 2024Updated 2 years ago
- ☆10Jan 4, 2024Updated 2 years ago
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆12Apr 7, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM …☆19Aug 8, 2023Updated 3 years ago
- Given an input graph (ArangoDB or PyG) it generates graph embeddings using Low-Code framework built on top of PyG.☆67Jun 10, 2024Updated 2 years ago
- Extension providing a theme editor where colors, font families and font sizes of the elements of the user interface can be varied☆23Jul 9, 2024Updated 2 years ago
- A benchmark of meaningful graph datasets with tabular node features☆16Oct 29, 2025Updated last year
- Framework for modified sampling from biomolecular generative models☆28Updated this week
- This tutorial accompanies the NSF-CBMS Conference and Software Day on Topological Methods in Machine Learning and Artificial Intelligence…☆21May 18, 2019Updated 7 years ago
- Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation (WWW-2024)☆11Jul 18, 2024Updated 2 years ago
- DyGPrompt☆13Jun 10, 2025Updated last year
- Interaction-Focused Anomaly Detection on Bipartite Node-and-Edge-Attributed Graphs☆18Aug 7, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for reproducing the paper "Neural Networks Fail to Learn Periodic Functions and How to Fix It" as part of the ML Reproducibility Cha…☆11Apr 16, 2021Updated 5 years ago
- Examples of more involved applications using Geomstats☆33Mar 6, 2021Updated 5 years ago
- Introduction to Materials Informatics course at the Skolkovo Institute of Science and Technology☆26Oct 19, 2026Updated last week
- KERAS: Multimodal Deep Learning for Semantic Segmentation (RGB, NIR Streams) - multiple architectures☆11Jun 19, 2017Updated 9 years ago
- This repository is the official implementation of "GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts" acc…☆12Sep 21, 2025Updated last year
- ☆13Sep 16, 2022Updated 4 years ago
- MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations)☆15Oct 22, 2026Updated last week