v4.2.0

Associations v4.2.0

Diff since v4.1.0

Merged pull requests:

• Azadkia-Chatterjee coefficient (#385) (@kahaaga)

Closed issues:

• Name of "association measures" (#335)

v4.1.0

Associations v4.1.0

Diff since v4.0.0

Merged pull requests:

• CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#378) (@github-actions[bot])
• Update codecov for CI (#381) (@kahaaga)
• Chatterjee coefficient (#383) (@kahaaga)

Closed issues:

• Add corchatterjee as another rank-based correlation (#379)

v4.0.0

Associations v4.0.0

Diff since v3.0.0

Merged pull requests:

• Rename package to Associations.jl (#377) (@kahaaga)

Closed issues:

• Does the correlation calculation of mutual information support complex random variables? (#365)

v3.0.0

CausalityTools v3.0.0

Diff since v2.10.1

Merged pull requests:

• Let multivariate information measures store their parameters directly (#356) (@kahaaga)
• V3: complete overhaul (#372) (@kahaaga)
• Fix Project.toml (#375) (@kahaaga)

Closed issues:

• Move example systems to another package (#238)
• Syntax for multi-variable information measures (#352)
• Doc build errror (#358)
• typos (#360)
• Precompilation err (#364)

v2.10.1

CausalityTools v2.10.1

Diff since v2.10.0

Merged pull requests:

• Use main branch for CI (#351) (@kahaaga)
• Update Project.toml (#353) (@kahaaga)

v2.10.0

CausalityTools v2.10.0

Diff since v2.9.2

Merged pull requests:

• Add progress meter for Surrogate and LocalPermutation tests (#343) (@Datseris)

v2.9.2

CausalityTools v2.9.2

Diff since v2.9.1

Merged pull requests:

• Allow LocalPermutationTest to be used with TEShannon estimated using dedicated TE estimators (#350) (@kahaaga)

Closed issues:

• Rename master branch to main (#342)
• estimator Lindner errors with Nothing (#348)
• Improve Lindner transfer entropy estimator documentation (#349)

v2.9.1

CausalityTools v2.9.1

Diff since v2.9.0

Merged pull requests:

• Transfer entropy syntax bug (#338) (@kahaaga)

v2.9.0

CausalityTools v2.9.0

Diff since v2.8.0

Closed issues:

• Move to DocumenterCitations.jl (#322)
• It should be impossible to use two-variable measures with three-variable functions (#324)
• Minor release with version lock on ComplexityMeasures.jl (#325)
• More informative printing for OCE if verbose (#328)

Merged pull requests:

• Restrict number of input arguments for all measures (#327) (@kahaaga)
• Better oce printing (#329) (@kahaaga)
• Use DocumenterCitations.jl (#330) (@kahaaga)
• Don't depend on Documenter (#332) (@kahaaga)

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)