Projects in Awesome Lists tagged with early-warning-signals
A curated list of projects in awesome lists tagged with early-warning-signals .
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: 04 Apr 2025
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: 21 Mar 2025
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: 28 Feb 2025
https://github.com/atharvaaalok/ews-multiplewindow-method
Research on developing a new method for determining the warning time of Early Warning Signals. Also an attempt at removing window size uncertainty from EWS analysis
early-detection early-warning-signals early-warning-systems ews kendall-correlation-coefficient kendall-tau modified-mann-kendall-test warning-time
Last synced: 28 Feb 2025
