Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"
☆12Apr 7, 2026Updated 6 months ago
Alternatives and similar repositories for Koopman-TGNN-Interpretability
Users that are interested in Koopman-TGNN-Interpretability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering…☆16Apr 1, 2026Updated 7 months ago
- Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)☆18Jul 7, 2025Updated last year
- Study wintertime and summertime weather regimes of the North Atlantic and North Pacific (Z500 and MSLP) with Empirical Orthogonal Functio…☆11Mar 30, 2023Updated 3 years ago
- Quantification of Uncertainties in Neural Networks☆11Aug 29, 2026Updated 2 months ago
- Library for computing the Finite-time Lyapunov Exponents of 2D flows using xarray☆10Apr 25, 2022Updated 4 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.
- Official implementation of the paper "Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI"☆11Apr 17, 2026Updated 6 months ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Oct 10, 2023Updated 3 years ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆65Updated this week
- Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for …☆17Feb 5, 2026Updated 8 months ago
- ☆21Jan 4, 2023Updated 3 years ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆19Jun 14, 2020Updated 6 years ago
- Python code and Jupyter notebooks support the manuscript "Time-lagged recurrence: A data-driven method to estimate the predictability of …☆20Oct 30, 2025Updated last year
- ☆20Jun 26, 2025Updated last year
- ☆13Sep 25, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 17, 2025Updated last year
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆25Mar 27, 2025Updated last year
- ☆14Apr 10, 2025Updated last year
- ☆67Feb 29, 2024Updated 2 years ago
- [ICML 2024] How Interpretable Are Interpretable Graph Neural Networks?☆16Jun 27, 2024Updated 2 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Aug 13, 2024Updated 2 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Jul 7, 2024Updated 2 years ago
- ☆10Jan 4, 2024Updated 2 years ago
- Convert a bSDD Dictionary into an IDS☆14Jul 22, 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.
- ☆12Jun 14, 2024Updated 2 years ago
- Code supporting "Unraveling the mesoscale organization induced by network-driven processes", PNAS☆13Jul 17, 2024Updated 2 years ago
- A Y86-64 processor implemented using Verilog☆17Aug 21, 2021Updated 5 years ago
- Research code for avalanche detection in ground-based photographs with deep learning☆14Jul 10, 2023Updated 3 years ago
- IFC-template voor de bouw-sector in Nederland (experimentele fase)☆14Sep 22, 2026Updated last month
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Nov 19, 2022Updated 3 years ago
- Deep Learning And Applied Artificial Intelligence Project 2019/2020 - Molecular Synthesis & Reconstruction☆13Aug 31, 2021Updated 5 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Jan 6, 2022Updated 4 years ago
- Non-Linear Dynamic Systems☆30Jul 3, 2021Updated 5 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.
- Implementation of multi-output conformal regression methods☆13Sep 23, 2025Updated last year
- Python-30-Days-Bootcamp: A hands-on, step-by-step bootcamp to master Python in 30 days! Covers fundamentals, data structures, OOP, web sc…☆15Mar 27, 2026Updated 7 months ago
- Simplified BIM Collaboration Format (BCF) generation for project leaders and managers☆14Nov 9, 2024Updated last year
- Official repository of the paper "Pyramidal Reservoir Graph Neural Networks".☆10Mar 15, 2025Updated last year
- Matlab implementation of TCK☆12Jul 5, 2019Updated 7 years ago
- Heatwave magnitude index daily (HWMId) in xarray☆11Oct 17, 2022Updated 4 years ago
- A cookbook to demonstrate advanced visualization techniques using matplotlib, cartopy, metpy, and geocat-viz.☆13Updated this week