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Projects in Awesome Lists tagged with critical-transitions
A curated list of projects in awesome lists tagged with critical-transitions .
https://github.com/thomasmbury/ewstools
Python package for early warning signals (EWS) of bifurcations in time series data.
autocorrelation bifurcation bootstrapping complex-systems critical-transitions early-warning-indicators early-warning-signals forecasting ipynb power-spectrum python resilience-indicators time-series tipping-point visualization
Last synced: 21 Dec 2024
https://github.com/thomasmbury/deep-early-warnings-pnas
Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)
bifurcation critical-transitions deep-learning dynamical-systems early-warning-signals machine-learning
Last synced: 28 Oct 2024
https://github.com/juliadynamics/transitionsintimeseries.jl
Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection
change-point-detection critical-slowing-down critical-transitions early-warning-signals hacktoberfest nonlinear-dynamics nonlinear-timeseries-analysis tipping-points
Last synced: 12 Nov 2024
https://github.com/juliadynamics/criticaltransitions.jl
A Julia package for critical transitions in dynamical systems with time-dependent forcing
critical-transitions dynamical-systems large-deviation-theory modelling simulation stochastic-differential-equations tipping-points
Last synced: 12 Nov 2024