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high-order-interactions

Here are 5 public repositories matching this topic...

LauraSparacino / SIR_toolbox

The SIR Matlab Toolbox performs computation of time and frequency domain information measures of entropy rate (ER), mutual information rate (MIR) and O-Information rate (OIR), exploiting both parametric and non-parametric estimation of the power spectral density of (blocks of) interacting stochastic processes.

causality time-domain frequency-domain model-based model-free network-neuroscience parametric-modelling hierarchical-analysis non-parametric-estimation high-order-interactions network-physiology linear-autoregressive-models

Updated Sep 13, 2026
MATLAB

clelidm / MinCompSpin_BasisSearch64

This program searches for the Best Basis representation for a chosen binary dataset

bayesian-inference spin-models binary-data-analysis high-order-interactions

Updated Jan 17, 2024
C++

DM-Lab-UvA / MinCompSpin

Python package for Model selection among Minimally Complex spin Model (MCM) for discrete data.

statistical-inference ising-model community-detection-algorithm potts-model spin-models high-order-interactions maximum-entropy-models discrete-data-analysis

Updated Jun 8, 2026
C++

clelidm / MinCompSpin_BasisSearch128

This program searches for the Best Basis representation for a chosen binary dataset

bayesian-inference spin-models binary-data-analysis high-order-interactions maximum-entropy-models

Updated Jun 17, 2024
C++

gilad-altshuler / Three_Body_RNN

Code repository accompanying the paper "Beyond linear summation: Inferring interaction order from neural and biological dynamics" 🧠

neural-network systems-biology computational-biology neuroscience network-inference rnn universality connectivity-inference three-body high-order-interactions low-rank-decomposition high-order-rnn three-body-rnn

Updated Mar 25, 2026
Jupyter Notebook

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