Changes in version 1.19.9 (2024-01-15)
+ Bug fixes

Changes in version 1.17.8 (2024-01-15)
+ dAllocate test changed, to accomodate the changes below, where the function
  is no longer included as one of the user fuctions of the package.

Changes in version 1.17.7 (2024-01-05)
+ Updates to the neighSmooth function, first to increase the speed of the K-
  means clustering, and second to allow for external principal component
  analysis and clustering, which makes bootstrapping easier.

Changes in version 1.17.6 (2023-12-21)
+ The dAllocate standalone function is removed as a
separate export. If a large dataset should be clustered, use the samplingSubset
flag to control which events that are used to build the model, if for example
multiple donors with different cell numbers should be given the same influence.

Changes in version 1.17.5 (2023-11-09)
+ Set.seed belatedly introduced into test functions to avoid the uncommon but repeated slight numeric errors in the tests.
+ dAllocate bug removed.
+ Small note removal cosmetics without any functional impact.

Changes in version 1.17.4 (2023-08-14)
+ Adding collapse package to the description file.
+ Correction of the generateSparseData function.
+ Set.seed removed from two places and now non-present in the package.

Changes in version 1.17.3 (2023-07-26)
+ Correction to groupProbPlot, as the last version threw out the most significant
    cells.

Changes in version 1.17.2 (2023-07-14)
+ Correction to scale in groupProbPlot.

Changes in version 1.17.1 (2023-07-13)
+ A mode option is added to the neighSmooth function.
+ The scale of the groupProbPlot output is corrected, to -100, over 50 to 100.

Changes in version 1.11.4/5 (2022-03-17/27)
+ sPLSDA function testing excluded from BioConductor, as it works locally, but
    fails at BioConductor.

Changes in version 1.11.3 (2022-03-12)
+ Bug fix in dColorPlot affecting character vectors and factors used as input.

Changes in version 1.11.2 (2022-03-11)
+ Searching for unidentified bug in test for dSlsda function.

Changes in version 1.11.1 (2022-03-05)
+ Bug fix in dColorPlot, solving problems with individual continuous vectors
+ microClust, an internal function, has been updated to include the counting of
    donors in addition to median and mean calculations among the neighbors.
+ The addition of nUniqueNeihgDons, in conjunction to the aforementioned change
    to the microClust function.
+ Minor updates to dSplsda function testing, to hopefully remove the problem of
    intermittent problems in the testing on the Linux plaform.

Changes in version 1.9.1 (2021-10-16)
+ depecheCoFunction updated to remove traces of the old dAllocate functionality

Changes in version 1.7.2 (2021-03-25)
+ Major internal changes to the depeche function, with two user consequences:
    o The dualDepeche option is deprecated, as it made the function very heavy
    to maintain and was not flexible enough to be of great use.
    o The interface to dAllocate is much improved, allowing for smooth
    allocation of new data to an established model, which makes large
    dualDepeche runs, constructed outside of the function, possible in a more
    versatile way than previously.

Changes in version 1.7.1 (2021-02-02)
+ Adding the option of not scaling the data within the depeche function
+ Condensing the code for the depeche scaling procedure

Changes in version 1.5.4 (2020-09-17)
+ Correction of the information about the content of the output from depeche.

Changes in version 1.5.3 (2020-07-02)
+ Correcting the p-adjustments, so that it in fact uses Benjamini-Hochberg, and
+ not the more conservative Hochberg, as default.

Changes in version 1.5.2 (2020-06-05)
+ Introducing samplingSubset in the depeche function
+ Bug fixes in dOptPenalty
+ Small text updates to main vinjette and examples, without code implications.

Changes in version 1.5.1 (2020-05-18)
+ Introduction of neighSmooth - a generalization of groupStatPlot.
+ Bug fix and simplification of dOptPenalty termination criteria.
+ Re-tidying of the code base.

Changes in version 1.3.3 (2020-03-18)
+ Hiearchical clustering and ordering of the columns in the Cluster_centers
  heatmap from depeche.
+ Note fixed regarding the use of ::: in GroupStatPlot

Changes in version 1.3.2 (2020-02-05)
+ Bug fix in groupProbPlot solving issues when the cell number is low.
+ Update of dWilcox.

Changes in version 1.3.1 (2019-12-05)
+ Vinjette changes
    o Introduction of a vinjette for the groupProbPlot function.
    o Fixing a minor bug in the general vinjette.

Changes in version 1.1.9 (2019-10-06)
+ Two changes making package more BioConductor compliant:
    o Introduction of a "Installation" and a "Session info" slot in the vinjette
    o Formatting change of this NEWS file.

Changes in version 1.1.8 (2019-09-12)
+ Bug fixes. True also for last version.

Changes in version 1.1.6 (2019-09-12)
+ Adding export option for the vector created by groupProbPlot
+ Correcting dColorPlot so that it can take a hex color vector as input, and
+ keep the colors.
+ Adding a test for groupProbPlot.
+ Minor bug fixes for groupProbPlot.
+ Small edits to the vinjette, to clarify that umap is preferred over tSNE and
+ that dViolins currently does not fully support plotting of CyTOF data due to
+ its sparsity.

Changes in version 1.1.5 (2019-08-07)
+ 4x speedup of the new groupProbPlot.
+ Proper citations of the MixOmics package, that the dSplsda function uses
+ heavily.
+ Bug fixes of the groupProbPlot.

Changes in version 1.1.4 (2019-07-30)
+ A brand new function is added! Here, the user can get single-cell resolution
+ on which group of two that a cell is more probable to belong to. See docs for
+ further information. Highly recommended to test!
+ Internal c++ test corrected by external contribution by Zimoun, which we are
+ most grateful for.

Changes in version 1.1.3 (2019-06-28)
+ dResidualPlot bug making colors sometimes represent the wrong group fixed.

Changes in version 1.1.2 (2019-06-28)
+ Fixing the dColorPlot and the dDensityPlot functions, so that original names
+ in character vectors and factors are correctly displayed.


Changes in version 0.99.31 (2019-03-13)
+ dColorPlot and dDensity plot simplified, in that it is now possible to add
+ just a vector of any kind, and it will be returned as colors.
+ A colorScale alternative, linking to dColorVector has been added to the above.
+ A new legend has been added to dColorPlot.
+ The options createDirectory and directoryName have been removed from all
+ visualization functions and have been replaced by plotDir.
+ The different "name" arguments for plots have been streamlined to be called
+ plotName in all instances, to avoid using base function names for objects.
+ The testData dataset has been made smaller, to increase example execution time
+ and diminish pacakge size.
+ dViolins completely worked over. Now, assymetrical violin plots are generated,
+ leading to a more succinct result.
+ Responses to all issues raised by BioConductor reviewer.
+ Bug fix in dual depeche

Changes in version 0.99.30 (2019-02-18)
+ dViolins completely worked over. Now, assymetrical violin plots are generated,
+ leading to a more succinct result.
+ Responses to all issues raised by BioConductor reviewer.
+ Bug fix in dual depeche

Changes in version 0.99.24 (2019-01-24)
+ Technical, internal tests have been made more efficient.
+ Redundant and time consuming examples have been given a dontrun command.
+ No changes to user functions.

Changes in version 0.99.20 (2019-01-23)
+ Selecting the number of used cores made more Windows-friendly.

Changes in version 0.99.13 (2019-01-18)
+ Package size made considerably smaller.

Changes in version 0.99.9 (2019-01-15)
+ The figure files connected to the vinjette have been moved out of the package
+ to a separate github directory. This will reduce the package size
+ significantly.

Changes in version 0.99.3 (2019-01-15)
+ No errors or warnings in BiocCheckGitClone after removal of .Rapp.history

Changes in version 0.99.1 (2019-01-14)
+ C++ code reorganized, making package considerably smaller after build.
+ Package now passes both CMD check and BiocCheck without errors or warnings.

Changes in version 0.81.4 (2019-01-11)
+ Multicore feature made functional for dColorPlot, increasing execution speed.

Changes in version 0.81.3 (2019-01-11)
+ CMD check, test_that BiocCheck all pass.

Changes in version 0.81.2 (2019-01-11)
+ BiocCheck() compliance increased:
    o seq functions used instead of :
    o vapply is used instead of sapply.

Changes in version 0.81.1 (2019-01-10)
+ A vignette has been created.
+ A visual bug, making the colors reversed in the residual plot function
+ compared to the dWilcox and DSplsda functions has been removed.
+ Formatting to satisfy the BioConductor criteria has been added.
+ Tests have been adapted to work after reformatting
+ No actual changes have been added to the code.

Changes in version 0.80.3 (2019-01-09)
+ This is the first time the NEWS file is present.
+ For all previous changes, and those are hundreds, see the git push messages.
