networkinference / ARNI
Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics
☆26Updated 7 years ago
Alternatives and similar repositories for ARNI:
Users that are interested in ARNI are comparing it to the libraries listed below
- Biologically-informed neural networks☆26Updated 4 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆41Updated 5 months ago
- Entropy, mutual information and higher order measures from information theory, with various estimators and discretisation methods.☆67Updated 2 years ago
- A package to represent high-order relationships between objects of any type☆34Updated last year
- REGAIN (Regularised Graphical Inference)☆29Updated last year
- ☆27Updated 6 years ago
- Gumbel Graph Network (GGN) : A General Deep Learning Framework for Network Reconstruction☆70Updated 5 years ago
- Copula-GP model☆17Updated last year
- SIAN (Structural Identifiability ANalyser) is a software for assessing structural identifiability of ODE models.☆21Updated last year
- Automated dynamical systems inference☆38Updated last year
- ☆36Updated 3 years ago
- Generalized Transfer Entropy analysis for model-free network reconstruction.☆30Updated 4 years ago
- Dimensionality Reduction with Eilenberg-MacLane Coordinates☆40Updated 6 months ago
- Bayesian inference of effective contagion models from population level data, with STAN☆14Updated 4 years ago
- Accelerating Network Layouts Using Graph Neural Networks☆22Updated 2 years ago
- The framework for inferring Langevin dynamics from spike data☆30Updated last month
- A Python package for General Graphical Lasso computation☆32Updated 2 weeks ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆23Updated 6 years ago
- Sparse reduced-rank regression☆20Updated 2 months ago
- Neural Estimation of Stochastic Simulations for Inference and Exploration☆17Updated 2 years ago
- Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)☆44Updated 3 years ago
- ☆13Updated last year
- Topological Signal Processing in Python☆26Updated this week
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆72Updated 2 months ago
- Modeling Latent Flow Structure using Hodge Decomposition☆10Updated 5 years ago
- A repository for using the distributed information bottleneck to locate information in data☆15Updated 6 months ago
- Draws a 2D simplicial complex from a list of simplices.☆15Updated 5 years ago
- Repository for Deterministic Particle Flow Control framework☆10Updated 2 years ago
- Fast and flexible code for solving the inverse Ising/Potts inference problem☆26Updated last year