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19

84

mit

4

Python package for early warning signals (EWS) of bifurcations in time series data.

ipynb python bifurcation forecasting time-series bootstrapping tipping-point visualization power-spectrum autocorrelation complex-systems critical-transitions early-warning-signals resilience-indicators early-warning-indicators

Created 2018-11-01

590 commits to main branch, last one 22 days ago

deep-early-warnings-pnas ThomasMBury

21

57

other

2

Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)

bifurcation deep-learning machine-learning dynamical-systems critical-transitions early-warning-signals

Created 2021-05-19

39 commits to main branch, last one 2 years ago

GDM NetworkScienceLab

11

40

gpl-3.0

1

Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. De Domenico and G. Mangioni

graphs np-hard networks dismantling machine-learning network-dismantling early-warning-signals geometric-deep-learning

Created 2020-06-04

18 commits to master branch, last one 3 years ago