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lines changed Original file line number Diff line number Diff line change @@ -16,7 +16,7 @@ Many systems in nature and society have the capacity to undergo critical transit
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The package provides:
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- - An intuitive, object-oriented framework for working with EWS in a given time series
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+ - An intuitive, object-oriented framework for computing EWS for a given time series
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- Time series detrending methods using
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- A Gaussian kernel
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- LOWESS (Locally Weighted Scatterplot Smoothing)
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- Autocorrelation (at specified lag times)
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- Higher-order statistical moments (skewness, kurtosis)
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- Power spectrum and associated metrics
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+ - Various entropy measures
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- Computation of Kendall tau values to quantify trends
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- Application of deep learning classifiers for bifurcation prediction as in [ Bury et al. 2021] ( https://www.pnas.org/doi/10.1073/pnas.2106140118 ) .
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- - Block-bootstrapping of time-series to obtain confidence intervals on EWS estimates
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- Visualisation tools to display output
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- Built-in theoretical models to test EWS
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