v0.1.0

TransitionsInTimeseries v0.1.0

Merged pull requests:

• TransitionIdentifiers.jl --> TransitionIndicators.jl (#8) (@JanJereczek)
• Init windowing (#9) (@JanJereczek)
• init ar1_whitenoise (#12) (@JanJereczek)
• CompatHelper: add new compat entry for TimeseriesSurrogates at version 2, (keep existing compat) (#14) (@github-actions[bot])
• Detection of significant evolution of an indicator (#16) (@JanJereczek)
• Add buildable documentation (#17) (@Datseris)
• Minor fix of analyze_indicators and correlation functions (#18) (@JanJereczek)
• Documentation with minimal example (#19) (@JanJereczek)
• Fix tests after refactoring in #19 (#31) (@JanJereczek)
• Changed API for metrics requiring initialization and for significance testing (#34) (@JanJereczek)
• CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#35) (@github-actions[bot])
• CompatHelper: add new compat entry for DelimitedFiles at version 1, (keep existing compat) (#36) (@github-actions[bot])
• Significant interface simplification (#39) (@Datseris)
• interface rewrite part 2 (#41) (@Datseris)
• Permutation entropy example + different significance testing (#42) (@Datseris)
• Minor corrections (#43) (@JanJereczek)
• Fix logistic example; rename estimate_transitions to estimate_indicator_changes (#45) (@Datseris)
• SigmaSignificance / example structure / logistic map fix (#46) (@Datseris)
• CSD applied to Dansgaard-Oeschger events (#48) (@JanJereczek)
• Remove ComplexityMeasures as a dependency (#49) (@Datseris)
• Improve documentation of Results types (#50) (@Datseris)
• Finalize readme for release (#51) (@Datseris)
• Reducing the memory allocation of the significance testing (#54) (@JanJereczek)
• CompatHelper: add new compat entry for Downloads at version 1, (keep existing compat) (#55) (@github-actions[bot])
• CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#56) (@github-actions[bot])

Closed issues:

• RidgeRegression is clunky to use in new interface (#26)
• Integrate/incorporate https://github.com/STOR-i/Changepoints.jl (#30)
• Use hypothesis testing from TimeseriesSurrogates.jl (#33)
• Automatic flag creation function (#38)