v2.8.0

CausalityTools v2.8.0

Diff since v2.7.1

CausalityTools.jl now uses DynamicalSystemsBase.jl v3, both for code and examples.

Closed issues:

• Add support for DynamicalSystemsBase.jl v3.X (#271)
• Typo: Missing = (#316)
• Test for GaussianMI (#318)
• Issues with axes(::StateSpaceSet, ...) (#320)

Merged pull requests:

• CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#311) (@github-actions[bot])
• CompatHelper: bump compat for HypothesisTests to 0.11, (keep existing compat) (#312) (@github-actions[bot])
• Fix missing = and a few doc typos. (#317) (@RomeoV)
• Test GaussianMI with normalized=false and true (#319) (@RomeoV)
• Move to DynamicalSystemsBase 3.0 (#321) (@kahaaga)

v2.7.1

CausalityTools v2.7.1

Diff since v2.7.0

Merged pull requests:

• Fix inrangecount warning (#310) (@kahaaga)

v2.7.0

CausalityTools v2.7.0

Diff since v2.6.0

Closed issues:

• Part mutual information (#297)

Merged pull requests:

• Part mutual information (PMI) (#307) (@kahaaga)

v2.6.0

CausalityTools v2.6.0

Diff since v2.5.0

Merged pull requests:

• Clean up redundant code for CorrTest (#302) (@kahaaga)
• Delete old preview branches (#303) (@kahaaga)
• PC algorithm (#304) (@kahaaga)
• Remove StableRNGs deps (#306) (@kahaaga)

v2.5.0

Summary

• Add a new independence test: CorrTest, which uses (partial) correlations.

What's Changed

• Add workflow for cleaning documentation PR previews by @kahaaga in #300
• New independence test: CorrTest by @kahaaga in #299
• Fixes to CorrTest docstring by @kahaaga in #301
• Clean up redundant code for CorrTest by @kahaaga in #302

Full Changelog: v2.4.0...v2.5.0

v2.4.0

CausalityTools v2.4.0

Diff since v2.3.1

Closed issues:

• PartialDistanceCorrelation conditional association measure (#252)

Merged pull requests:

• Partial distance correlation (#296) (@kahaaga)

v2.3.1

CausalityTools v2.3.1

Diff since v2.3.0

Closed issues:

• Typo in MesnerShalisi CMI estimator. It should be MesnerShalizi (#290)

Merged pull requests:

• Rename MesnerShalisi to MesnerShalizi (#295) (@kahaaga)

v2.3.0

CausalityTools v2.3.0

Diff since v2.2.1

Closed issues:

• Move to StateSpaceSets v1 (#225)
• Performance improvements for OCE (#287)

Merged pull requests:

• OCE efficiency (#293) (@kahaaga)

v2.2.1

CausalityTools v2.2.1

Diff since v2.2.0

Closed issues:

• Missing definition of idxs in backwards_eliminate! for OCE (#274)
• Typo in docstring for Logistic2 example system (#277)

Merged pull requests:

• OCE bugfix (#284) (@kahaaga)

v2.2.0

CausalityTools v2.2.0

Diff since v2.1.3

Closed issues:

• Causality from recurrence probabilities (#230)

Merged pull requests:

• WIP: Recurrence-based association measures (#275) (@kahaaga)
• Update changelog and version (#281) (@kahaaga)
• Add "compat" entropy for RecurrenceAnalysis (#283) (@kahaaga)