v1.10

• Usage stats monitoring added via git-repo-stats
• Name change NL_TSTL_BoxCorrDim
• Automated basic unit testing workflow added by @jmoo2880
• Improved docs in gitbook
• Nonlinear autocorrelation features (CO_NonlinearAutocorr) are now less ambiguous, specifying clearly whether or not absolute values are taken within the sum

v1.09

Mostly small tweaks. Some keywords updated, and catch22 short names added.

v1.08

• New partial autocorrelation features up to 20 lags, and the RAD feature of @brendanjohnharris
• Some clearer and better-commented syntax
• catch22 is now a git submodule in Toolboxes, rather than being embedded.
• Feature-set lists more clearly distinguished, e.g., as INP_mops_hctsa.txt and INP_ops_hctsa.txt (versus equivalent files for _catch22)

v1.07

• TS_SimSearch supports interactive plots to swap between raw and ranked values in scatter plots
• Better error messaging for computation
• install script checks for required toolboxes
• 'svmBeta' option to score individual features on SVM beta weights: added to TS_TopFeatures
• Better checks on input data type (e.g., singles or integers) in feature computation
• Improved reporting of in-fold and out-of-fold accuracies in k-fold CV classification
• Logistic regression added to classifiers, as well as svm-linear (high-dim) default (original available as svm-linear-lowdim)
• TS_ClassifyLowDim expanded functionality to check for in-sample over-fitting
• Null testing improved with option for simple shuffle-based nulls (under assumption that random in -> random out; rather than full model-based nulls)
• Improved visualization settings in TS_TopFeatures (including Spearman correlations now default)
• signed p-value test statistic from rank-sum test added in TS_TopFeatures
• Improved syntax for TS_Init for selecting a feature set by name.
• Progress bar option for new minimal output versions of TS_Compute as 'fast' and 'minimal' (in cases like with catch22 where full output makes the commandline unreadable.
• Some feature keywords improved.

v1.06

• Interactive plotting (annotations added in response to mouse clicks) in TS_LowDimInspect and TS_FeatureSummary
• Histogram binning now done in a simpler and more transparent way, to match C implementation in catch22 (in DN_HistogramMode).
• New histogram asymmetry features added via DN_HistogramAsymmetry.

v1.05

• Clearer naming of the CO_HistogramAMI features
• New nsadf feature
• New features of first maximum of various self-correlation function (rather than just first min) added.
• Various additional fixes

v1.04

• Clearer naming of CO_HistogramAMI features
• Ability to specify reduced feature subsets in cfnParams (that will be applied in TS_Classify, TS_ClassifyLowDim, TS_TopFeatures, TS_PlotLowDim)
• Clearer keyword labeling of 'locDep' -> 'locationDependent', etc.

v1.03

Added continuous analogues of first crossings

CO_FirstZero and CO_f1ecac combined into CO_FirstCrossing, and added discrete (first time lag the ACF exceeds the threshold) and continuous (linear interpolation for the crossing estimate, between previous and subsequent time points).
Also an issue with BF_PreProcess consistency and with 'absclose' being incorrectly set to 'saturate' causing an issue for DN_RemovePoints

v1.02

Consistent capitalization across functions, and clearer convention around z-scoring as x_z rather than y.

v1.01

• DN_RemovePoints has some new options, with either 'remove' or 'saturate'.
• Improved behavior and statistics from CO_AutoCorrShape