Alternatives and similar repositories for GGN

Users that are interested in GGN are comparing it to the libraries listed below

• kby24 / AIDD
  Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems
  ☆16Updated 4 years ago
• calvin-zcx / ndcn
  Neural Dynamics on Complex Networks
  ☆53Updated 4 years ago
• Zymrael / gde
  Neural Graph Differential Equations (Neural GDEs)
  ☆204Updated 4 years ago
• jkbren / einet
  Uncertainty and causal emergence in complex networks
  ☆118Updated 3 years ago
• spindro / GINN
  Graph Imputation Neural Network
  ☆79Updated 5 years ago
• 000Justin000 / torchdiffeq
  Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
  ☆61Updated 4 years ago
• USC-Melady / ICLR2020-PADGN
  Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum…
  ☆51Updated 5 years ago
• hilbert9221 / NRI-MPM
  Code for Neural Relational Inference with Efficient Message Passing Mechanisms (AAAI 2021).
  ☆17Updated 4 years ago
• jakezj / NIS_for_Causal_Emergence
  ☆11Updated 2 years ago
• networkinference / ARNI
  Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics
  ☆28Updated 7 years ago
• loeweX / AmortizedCausalDiscovery
  Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data
  ☆218Updated 3 years ago
• RPcb / ARNN
  ☆43Updated 3 years ago
• edebrouwer / latentCCM
  Implementation of the Latent CCM paper
  ☆16Updated last year
• FFrankyy / FINDER
  FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)
  ☆205Updated 2 years ago
• vlivashkin / pygkernels
  Graphs clustering using kernel measures and estimators. Kernel KMeans, Spectral Clustering, Kernel Ward etc.
  ☆18Updated last year
• fishmoon1234 / DAG-GNN
  ☆315Updated 3 years ago
• mcgill-smart-transport / bgcp_imputation
  Bayesian Tensor Decomposition Approach for Incomplete Traffic Data Imputation
  ☆32Updated 5 years ago
• sakhanna / SRU_for_GCI
  Statistical Recurrent Unit based time series generative models for detecting nonlinear Granger causality
  ☆36Updated 4 years ago
• kamdh / tvart
  Time-varying Autoregression with Low Rank Tensors
  ☆15Updated 4 years ago
• CsnowyLstar / HoGRC
  Higher-order Granger reservoir computing
  ☆24Updated 7 months ago
• arbenson / higher-order-organization-matlab
  Experimental Matlab code for methods and some examples in "Higher-order organization of complex networks"
  ☆41Updated 6 years ago
• SemenovAlex / trmf
  Temporal Regularized Matrix Factorization
  ☆40Updated 7 years ago
• kpchamp / MultiscaleDiscovery
  ☆29Updated 7 years ago
• distributed-information-bottleneck / distributed-information-bottleneck.github.io
  A repository for using the distributed information bottleneck to locate information in data
  ☆16Updated last year
• baoyujing / NET3
  ☆18Updated 4 years ago
• tailintalent / causal
  Discovering directional relations via minimum predictive information regularization
  ☆24Updated 5 years ago
• sweichwald / tidybench
  TIme series DiscoverY BENCHmark (tidybench)
  ☆38Updated last year
• yincheng / GGP
  Code and data for the paper `Bayesian Semi-supervised Learning with Graph Gaussian Processes'
  ☆38Updated 6 years ago
• yakovlev31 / graphpdes
  ☆14Updated 4 years ago
• helange23 / from_fourier_to_koopman
  Linear and non-linear spectral forecasting algorithms
  ☆137Updated 4 years ago