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
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 3 months ago
- Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics☆30Jan 29, 2018Updated 8 years ago
- ☆12Feb 29, 2020Updated 6 years ago
- ☆12Jul 8, 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.
- Pytorch Implementation of Deep Kalman Filter☆12Sep 30, 2025Updated 10 months ago
- ☆78Apr 6, 2021Updated 5 years ago
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- ☆18Oct 16, 2024Updated last year
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆31Oct 2, 2017Updated 8 years ago
- ☆11Jan 7, 2019Updated 7 years ago
- Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data☆223Mar 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 3 months ago
- Data-driven modeling of chaotic systems in the form of SDEs and nonlinear observation maps☆19Aug 13, 2020Updated 6 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.
- Using synthetically generated video data to learn how/when R-CNNs can outperform CNNs.☆17Mar 18, 2018Updated 8 years ago
- A library for network {reconstruction, distances, dynamics}☆173Mar 29, 2023Updated 3 years ago
- FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)☆230Mar 24, 2023Updated 3 years ago
- This repository contains the tensorflow implementation of "GNE: A deep learning framework for gene network inference by aggregating biolo…☆32Dec 10, 2020Updated 5 years ago
- Neural relational inference for interacting systems - pytorch☆19Nov 19, 2019Updated 6 years ago
- A framework for neural network control of dynamical systems over graphs.☆60Sep 25, 2022Updated 3 years ago
- Gene Regulatory Graph Neural Networks☆37Jun 21, 2022Updated 4 years ago
- Code to early predict the onset of critical transitions in networked dynamical systems.☆25Nov 11, 2024Updated last year
- Port-Hamiltonian Approach to Neural Network Training☆27Dec 11, 2019Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch implementation of AgentNet, which is designed for reveal hidden interactions and predict future dynamics of the unknown complex s…☆30Jul 9, 2021Updated 5 years ago
- code for box-covering algorithms☆20Sep 30, 2021Updated 4 years ago
- The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamica…☆40Jul 23, 2025Updated last year
- ☆11Aug 27, 2022Updated 3 years ago
- an Excel add-in to read Shared Open Database☆16Mar 13, 2019Updated 7 years ago
- An automated pipe for reproducible RNA-seq analysis with the minimal efforts from researchers. You only need to provide the taxa name and…☆14Mar 4, 2022Updated 4 years ago
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Sep 30, 2022Updated 3 years ago
- ☆37Feb 13, 2022Updated 4 years ago
- ☆11Jan 7, 2025Updated last year
- 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.
- Official code for "Interaction Modeling with Multiplex Attention" (NeurIPS 2022)☆37Oct 30, 2023Updated 2 years ago
- GPU RKF45 (Runge–Kutta–Fehlberg) ODE solver written in pycuda/python3☆10Mar 22, 2019Updated 7 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
- Bayesian Parameter Estimation (based on pystan) of reinforcement learning and sequential sampling models, and combinations of the two.☆34Nov 1, 2023Updated 2 years ago
- 北京交通大学博士学位论文Latex模板☆12Aug 28, 2023Updated 2 years ago
- Step size adaptation for the No-U-Turn Sampler☆28Nov 25, 2025Updated 8 months ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 7 years ago