JuliaDynamics/TransitionsInTimeseries.jl

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Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection

Stars: 27
Forks: 8
Open beginner issues: 0
Indexed issues: 21

Dominant language: Julia
License: MIT
Last GitHub push: May 21, 2025
Latest indexed: Sep 18, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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21 open issues indexed

Likely erroneous use of `Threads.nthreads` and `Threads.threadid` Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

JuliaDynamics/TransitionsInTimeseries.jl#86 · Opened Feb 24, 2025
Unify metrics computation for original and surrogate timeseries Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaDynamics/TransitionsInTimeseries.jl#62 · Opened Dec 11, 2023
Network representations of attractors for change point detection Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaDynamics/TransitionsInTimeseries.jl#60 · Opened Dec 3, 2023
New IndicatorChangesConfig: Continuous Linear Segments Open

new IndicatorsChangesConfig

JuliaDynamics/TransitionsInTimeseries.jl#53 · 7 comments · 1 assignee · Opened Oct 15, 2023
New IndicatorsChangesConfig: PELTSegmentation Open

new IndicatorsChangesConfig

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#52 · Opened Oct 15, 2023
Traceability and dynamical resistance of precursor of extreme events Open

early warning new indicator

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaDynamics/TransitionsInTimeseries.jl#37 · Opened Jun 4, 2023
Handle unevenly sampled time series Open

design hard

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#32 · 5 comments · Opened Apr 20, 2023
Optimize codebase Open

help wanted performance

JuliaDynamics/TransitionsInTimeseries.jl#25 · 9 comments · 2 assignees · Opened Mar 14, 2023
Scale-averaged wavelet coefficient and local Hurst exponent Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaDynamics/TransitionsInTimeseries.jl#24 · Opened Mar 14, 2023
Neural networks as TIs Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#23 · Opened Mar 14, 2023
AR1 for non-stationary correlated noise Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#22 · Opened Mar 14, 2023
Restoring rate Open

new indicator

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#21 · Opened Mar 14, 2023
Improve the performance of `PrecomputedLowfreqPowerSpectrum` Open

performance

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaDynamics/TransitionsInTimeseries.jl#20 · 1 comment · Opened Mar 14, 2023
Collect and list more "Change Point Detection" methods. Open

help wanted new indicator

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#11 · Opened Dec 20, 2022
least square density difference for "change point" detection Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#10 · Opened Dec 5, 2022
Detrended Fluctuation Analysis as an early warning indicator Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 28/100

JuliaDynamics/TransitionsInTimeseries.jl#7 · Opened Nov 7, 2022
Eigenvalues of the covariance matrix as early warning signals for critical transitions in ecological systems Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaDynamics/TransitionsInTimeseries.jl#6 · Opened Nov 7, 2022
Local /finite-time Lyapunov exponents as early warning signals Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaDynamics/TransitionsInTimeseries.jl#5 · Opened Nov 7, 2022
Covariant Lyapunov vectors as indicators Open

new indicator

Difficulty 5/5 Over a week Newbie friendliness 15/100

JuliaDynamics/TransitionsInTimeseries.jl#3 · Opened Nov 7, 2022
Delayed slowing down Open

needs more info new indicator

Difficulty 5/5 Over a week Newbie friendliness 18/100

JuliaDynamics/TransitionsInTimeseries.jl#2 · Opened Nov 7, 2022
Collection of some Early Warning Signals / Resilience Indicators / Regime Shift Identifiers / Transition Identifiers Open

design enhancement help wanted

JuliaDynamics/TransitionsInTimeseries.jl#67 · 5 comments · 1 assignee · Opened Sep 15, 2022

JuliaDynamics/TransitionsInTimeseries.jl

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