The offcial implementation of the Moment Neural Network (MNN)

Minimal multistep regression estimator and branching process simulation from Wilting & Priesemann, Nature Communications 9(1):2325 (2018). For the corresponding toolbox please see pypi version.

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Laplace-Enhanced SINDy (LES-SINDy)

Multifractal Detrended Fluctuation Analysis in Python

Repo contains code for algorithms which calculate the spatiotemporal cascade of activity and measures critical statistics.

Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics

A package for the sparse identification of nonlinear dynamical systems from data

Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."