Changes in version 1.3 CytoMDS 1.3.3 - DistSum class to store distance matrices computed as the sum of marker contributions - ggplotDistFeatureImportance() now can be used to create a stacked bar ggplot object, displaying feature importance in a distance matrix (extracted from a DistSum object) CytoMDS 1.3.2 - added pointSize argument to ggplotSampleMDS() CytoMDS 1.3.1 - corrected bug with nPoints() method of MDS class, due to slightly modified behaviour of dist S3 class in R4.5. Changes in version 1.1 CytoMDS 1.1.4 - implemented pkgdown customization CytoMDS 1.1.2 & 1.1.3 - expression matrices as input to EMD calculation CytoMDS 1.1.1 - added citation to bioRxiv pre-print Changes in version 1.0.0 (release Bioconductor) Changes in version 0.99 CytoMDS 0.99.16 - added lineWidth parameter in ggplotSampleMDSShepard() - running plotly::ggplotly() on ggplotSampleMDSShepard() output now displays row and column number for each distance point. - added pointLabelSize and arrowLabelSize in ggplotSample() CytoMDS 0.99.15 - corrected bug fix (error message) in pwDist() when verbose=TRUE CytoMDS 0.99.14 - re-factored code portions to replace, as much as possible, for loops by apply() family of functions. CytoMDS 0.99.13 - re-factored code portions to avoid growing lists incrementally CytoMDS 0.99.12 - removed useBiocParallel parameters from various stats functions (use BPPARAM = BiocParallel::SerialParam() as a default) - implemented MDS class to store MDS projection results - bi-plots now explicitly discard constant external variables (+warning) instead of raising an error without producing a plot - implemented ggplotMarginalDensities() - updated vignette with Bodenmiller2012 dataset and more biological interpretation. CytoMDS 0.99.11 - re-factored package documentation file CytoMDS 0.99.10 - biplot now handles extVariables with missing values CytoMDS 0.99.9 - in ggplotSampleMDS() : add label layer after geom_point() (no more before) CytoMDS 0.99.8 - renamed getChannelSummaryStats() into channelSummaryStats() - in channelSummaryStats(), added support for BiocParallel`, and allowed for not loading the whole flowSet in memory at once. - replaced NULL defaulted parameters with optional parameters - added displayPointLabels argument to ggplotSampleMDS() - added displayLegend argument to ggplotSampleMDSWrapBiplots() - finalized creating vignette CytoMDS 0.99.7 - refactored the pairwise distance calculation code, by pre-computing the unidimensional histograms and store them instead of recalculating them each time a distance between 2 samples is calculated. This improves CPU time and memory consumption. CytoMDS 0.99.6 - added subset argument in ggplotSampleMDS() and ggplotSampleMDSWrapBiplots CytoMDS 0.99.5 - renamed getPairwiseEMDDist() into pairwiseEMDDist() - in pairwiseEMDDist(), added support for BiocParallel, and allowed for not loading the whole flowSet in memory at once. CytoMDS 0.99.4 - in getPairwiseEMDDist(), added a second flowSet argument. When the two flowSet arguments are non-null, distances are calculated for all sample pairs, where the first element comes from fs, and the second element comes from fs2. - renamed ggplotSamplesMDS into ggplotSampleMDS - renamed ggplotSamplesMDSShepard into ggplotSampleMDSShepard - renamed getChannelsSummaryStat into getChannelSummaryStats - new function ggplotSampleMDSWrapBiplots() CytoMDS 0.99.3 - new version of computeMetricMDS() which automatically sets the number of dimensions to reach a target pseudo R squared - added ggplotly() functionality for output MDS plots - in ggplotSampleMDS(), added flipXAxis, flipYAxis to possibly ease low dimensional projection comparisons - in ggplotSampleMDS(), added displayArrowLabels to discard the arrow labels in biplot. Also added arrowThreshold. Moved arrow labels toward the end of the arrows. - in ggplotSampleMDS() and ggplotSampleMDSShepard(): added displayPseudoRSq parameter. CytoMDS 0.99.2 - use global Rsquare as an indicator of quality of projection - use %Var explained per axis CytoMDS 0.99.1 - in ggplotSamplesMDS(), added parameter pDataForAdditionalLabelling