Gumbel Graph Network (GGN) : A General Deep Learning Framework for Network Reconstruction
☆72Dec 10, 2019Updated 6 years ago
Alternatives and similar repositories for GGN
Users that are interested in GGN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems☆16Jun 15, 2021Updated 5 years ago
- Toolkit to help you do better research☆11Apr 19, 2019Updated 7 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 2 months ago
- ☆12Feb 29, 2020Updated 6 years ago
- ☆12Jul 8, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Pytorch Implementation of Deep Kalman Filter☆12Sep 30, 2025Updated 9 months ago
- ☆18Oct 16, 2024Updated last year
- Simulation and testing of a torque vectoring controller for a 4WD electric vehicle☆10May 9, 2019Updated 7 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- Fast code for SIR on temporal networks☆27Aug 11, 2021Updated 4 years ago
- Neural relational inference for interacting systems - pytorch☆773Nov 19, 2019Updated 6 years ago
- ☆11Jun 30, 2023Updated 3 years ago
- ☆11Jan 7, 2019Updated 7 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.
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆32Oct 2, 2017Updated 8 years ago
- Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data☆224Mar 25, 2022Updated 4 years ago
- Physics-incorporated Graph Neural Network Using Dynamic Higher-Order Spatio-temporal Graphs for Multivariate Time Series Imputation☆16Apr 17, 2026Updated 2 months ago
- 动态图嵌入方法学习☆16Jan 20, 2022Updated 4 years ago
- Deep Learning of Turbulent Scalar Mixing☆19Oct 6, 2019Updated 6 years ago
- Using synthetically generated video data to learn how/when R-CNNs can outperform CNNs.☆17Mar 18, 2018Updated 8 years ago
- FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)☆232Mar 24, 2023Updated 3 years ago
- Neural relational inference for interacting systems - pytorch☆19Nov 19, 2019Updated 6 years ago
- Research Paper: "Graph Contrastive Learning as a Versatile Foundation for Advanced scRNA-seq Data Analysis"☆10Nov 20, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Pytorch implementation of AgentNet, which is designed for reveal hidden interactions and predict future dynamics of the unknown complex s…☆30Jul 9, 2021Updated 4 years ago
- Data-guided physics-informed neural networks☆17Jul 16, 2024Updated last year
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- A framework for neural network control of dynamical systems over graphs.☆60Sep 25, 2022Updated 3 years ago
- ☆12Oct 12, 2022Updated 3 years ago
- This repo was created for sharing academic notes and files☆20Jul 24, 2025Updated 11 months ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆84May 7, 2024Updated 2 years ago
- ☆11Aug 27, 2022Updated 3 years ago
- ☆37Feb 13, 2022Updated 4 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.
- ☆11Jan 7, 2025Updated last year
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Sep 30, 2022Updated 3 years ago
- Official code for "Interaction Modeling with Multiplex Attention" (NeurIPS 2022)☆38Oct 30, 2023Updated 2 years ago
- code for box-covering algorithms☆20Sep 30, 2021Updated 4 years ago
- Apply filtering-based state estimation to determine the pose of a vehicle on the roadway☆11May 4, 2020Updated 6 years ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 6 years ago
- 这是一个基于 Python 有限元理论，算法与应用的仓库☆14Oct 18, 2019Updated 6 years ago