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  "Title": "Summary Statistics for Rows and Columns of Sparse Matrices",
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  "Description": "High performance functions for row and column operations\non sparse matrices. For example: col / rowMeans2, col /\nrowMedians, col / rowVars etc. Currently, the optimizations are\nlimited to data in the column sparse format. This package is\ninspired by the matrixStats package by Henrik Bengtsson.",
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  "biocViews": "Infrastructure, Software, DataRepresentation",
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  "Date/Publication": "2026-04-28 12:52:17 UTC",
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  "Author": "Constantin Ahlmann-Eltze [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-3762-068X>)",
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  "_exports": [
    "colAlls",
    "colAnyNAs",
    "colAnys",
    "colAvgsPerRowSet",
    "colCollapse",
    "colCounts",
    "colCummaxs",
    "colCummins",
    "colCumprods",
    "colCumsums",
    "colDiffs",
    "colIQRDiffs",
    "colIQRs",
    "colLogSumExps",
    "colMadDiffs",
    "colMads",
    "colMaxs",
    "colMeans2",
    "colMedians",
    "colMins",
    "colOrderStats",
    "colProds",
    "colQuantiles",
    "colRanges",
    "colRanks",
    "colSdDiffs",
    "colSds",
    "colSums2",
    "colTabulates",
    "colVarDiffs",
    "colVars",
    "colWeightedMads",
    "colWeightedMeans",
    "colWeightedMedians",
    "colWeightedSds",
    "colWeightedVars",
    "rowAlls",
    "rowAnyNAs",
    "rowAnys",
    "rowAvgsPerColSet",
    "rowCollapse",
    "rowCounts",
    "rowCummaxs",
    "rowCummins",
    "rowCumprods",
    "rowCumsums",
    "rowDiffs",
    "rowIQRDiffs",
    "rowIQRs",
    "rowLogSumExps",
    "rowMadDiffs",
    "rowMads",
    "rowMaxs",
    "rowMeans2",
    "rowMedians",
    "rowMins",
    "rowOrderStats",
    "rowProds",
    "rowQuantiles",
    "rowRanges",
    "rowRanks",
    "rowSdDiffs",
    "rowSds",
    "rowSums2",
    "rowTabulates",
    "rowVarDiffs",
    "rowVars",
    "rowWeightedMads",
    "rowWeightedMeans",
    "rowWeightedMedians",
    "rowWeightedSds",
    "rowWeightedVars"
  ],
  "_help": [
    {
      "page": "colAlls-xgCMatrix-method",
      "title": "Check if all elements in a row (column) of a matrix-like object are equal to a value",
      "topics": [
        "colAlls,xgCMatrix-method",
        "rowAlls,xgCMatrix-method"
      ]
    },
    {
      "page": "colAnyNAs-xgCMatrix-method",
      "title": "Check if any elements in a row (column) of a matrix-like object is missing",
      "topics": [
        "colAnyNAs,xgCMatrix-method",
        "rowAnyNAs,xgCMatrix-method"
      ]
    },
    {
      "page": "colAnys-xgCMatrix-method",
      "title": "Check if any elements in a row (column) of a matrix-like object is equal to a value",
      "topics": [
        "colAnys,xgCMatrix-method",
        "rowAnys,xgCMatrix-method"
      ]
    },
    {
      "page": "colAvgsPerRowSet-xgCMatrix-method",
      "title": "Calculates for each row (column) a summary statistic for equally sized subsets of columns (rows)",
      "topics": [
        "colAvgsPerRowSet",
        "colAvgsPerRowSet,xgCMatrix-method",
        "rowAvgsPerColSet,xgCMatrix-method"
      ]
    },
    {
      "page": "colCollapse-xgCMatrix-method",
      "title": "Extract one cell from each row (column) of a matrix-like object",
      "topics": [
        "colCollapse,xgCMatrix-method",
        "rowCollapse,xgCMatrix-method"
      ]
    },
    {
      "page": "colCounts-xgCMatrix-method",
      "title": "Count how often an element in a row (column) of a matrix-like object is equal to a value",
      "topics": [
        "colCounts,xgCMatrix-method",
        "rowCounts,xgCMatrix-method"
      ]
    },
    {
      "page": "colCummaxs-dgCMatrix-method",
      "title": "Calculates the cumulative maxima for each row (column) of a matrix-like object",
      "topics": [
        "colCummaxs,dgCMatrix-method",
        "rowCummaxs,dgCMatrix-method"
      ]
    },
    {
      "page": "colCummins-dgCMatrix-method",
      "title": "Calculates the cumulative minima for each row (column) of a matrix-like object",
      "topics": [
        "colCummins,dgCMatrix-method",
        "rowCummins,dgCMatrix-method"
      ]
    },
    {
      "page": "colCumprods-xgCMatrix-method",
      "title": "Calculates the cumulative product for each row (column) of a matrix-like object",
      "topics": [
        "colCumprods,xgCMatrix-method",
        "rowCumprods,xgCMatrix-method"
      ]
    },
    {
      "page": "colCumsums-xgCMatrix-method",
      "title": "Calculates the cumulative sum for each row (column) of a matrix-like object",
      "topics": [
        "colCumsums,xgCMatrix-method",
        "rowCumsums,xgCMatrix-method"
      ]
    },
    {
      "page": "colDiffs-dgCMatrix-method",
      "title": "Calculates the difference between each element of a row (column) of a matrix-like object",
      "topics": [
        "colDiffs,dgCMatrix-method",
        "rowDiffs,dgCMatrix-method"
      ]
    },
    {
      "page": "colIQRDiffs-dgCMatrix-method",
      "title": "Calculates the interquartile range of the difference between each element of a row (column) of a matrix-like object",
      "topics": [
        "colIQRDiffs,dgCMatrix-method",
        "rowIQRDiffs,dgCMatrix-method"
      ]
    },
    {
      "page": "colIQRs-xgCMatrix-method",
      "title": "Calculates the interquartile range for each row (column) of a matrix-like object",
      "topics": [
        "colIQRs,xgCMatrix-method",
        "rowIQRs,xgCMatrix-method"
      ]
    },
    {
      "page": "colLogSumExps-xgCMatrix-method",
      "title": "Accurately calculates the logarithm of the sum of exponentials for each row (column) of a matrix-like object",
      "topics": [
        "colLogSumExps,xgCMatrix-method",
        "rowLogSumExps,xgCMatrix-method"
      ]
    },
    {
      "page": "colMadDiffs-dgCMatrix-method",
      "title": "Calculates the mean absolute deviation of the difference between each element of a row (column) of a matrix-like object",
      "topics": [
        "colMadDiffs,dgCMatrix-method",
        "rowMadDiffs,dgCMatrix-method"
      ]
    },
    {
      "page": "colMads-dgCMatrix-method",
      "title": "Calculates the median absolute deviation for each row (column) of a matrix-like object",
      "topics": [
        "colMads,dgCMatrix-method",
        "rowMads,dgCMatrix-method"
      ]
    },
    {
      "page": "colMaxs-dgCMatrix-method",
      "title": "Calculates the maximum for each row (column) of a matrix-like object",
      "topics": [
        "colMaxs,dgCMatrix-method",
        "rowMaxs,dgCMatrix-method"
      ]
    },
    {
      "page": "colMeans2-xgCMatrix-method",
      "title": "Calculates the mean for each row (column) of a matrix-like object",
      "topics": [
        "colMeans2,xgCMatrix-method",
        "rowMeans2,xgCMatrix-method"
      ]
    },
    {
      "page": "colMedians-dgCMatrix-method",
      "title": "Calculates the median for each row (column) of a matrix-like object",
      "topics": [
        "colMedians,dgCMatrix-method",
        "rowMedians,dgCMatrix-method"
      ]
    },
    {
      "page": "colMins-dgCMatrix-method",
      "title": "Calculates the minimum for each row (column) of a matrix-like object",
      "topics": [
        "colMins,dgCMatrix-method",
        "rowMins,dgCMatrix-method"
      ]
    },
    {
      "page": "colOrderStats-dgCMatrix-method",
      "title": "Calculates an order statistic for each row (column) of a matrix-like object",
      "topics": [
        "colOrderStats,dgCMatrix-method",
        "rowOrderStats,dgCMatrix-method"
      ]
    },
    {
      "page": "colProds-xgCMatrix-method",
      "title": "Calculates the product for each row (column) in a matrix",
      "topics": [
        "colProds,xgCMatrix-method",
        "rowProds,xgCMatrix-method"
      ]
    },
    {
      "page": "colQuantiles-xgCMatrix-method",
      "title": "Calculates quantiles for each row (column) of a matrix-like object",
      "topics": [
        "colQuantiles,xgCMatrix-method",
        "rowQuantiles,xgCMatrix-method"
      ]
    },
    {
      "page": "colRanges-dgCMatrix-method",
      "title": "Calculates the minimum and maximum for each row (column) of a matrix-like object",
      "topics": [
        "colRanges,dgCMatrix-method",
        "rowRanges,dgCMatrix-method"
      ]
    },
    {
      "page": "colRanks-dgCMatrix-method",
      "title": "Calculates the rank of the elements for each row (column) of a matrix-like object",
      "topics": [
        "colRanks,dgCMatrix-method",
        "rowRanks,dgCMatrix-method"
      ]
    },
    {
      "page": "colSdDiffs-dgCMatrix-method",
      "title": "Calculates the standard deviation of the difference between each element of a row (column) of a matrix-like object",
      "topics": [
        "colSdDiffs,dgCMatrix-method",
        "rowSdDiffs,dgCMatrix-method"
      ]
    },
    {
      "page": "colSds-xgCMatrix-method",
      "title": "Calculates the standard deviation for each row (column) of a matrix-like object",
      "topics": [
        "colSds,xgCMatrix-method",
        "rowSds,xgCMatrix-method"
      ]
    },
    {
      "page": "colSums2-xgCMatrix-method",
      "title": "Calculates the sum for each row (column) of a matrix-like object",
      "topics": [
        "colSums2,xgCMatrix-method",
        "rowSums2,xgCMatrix-method"
      ]
    },
    {
      "page": "colTabulates-xgCMatrix-method",
      "title": "Tabulates the values in a matrix-like object by row (column)",
      "topics": [
        "colTabulates,xgCMatrix-method",
        "rowTabulates,xgCMatrix-method"
      ]
    },
    {
      "page": "colVarDiffs-dgCMatrix-method",
      "title": "Calculates the variance of the difference between each element of a row (column) of a matrix-like object",
      "topics": [
        "colVarDiffs,dgCMatrix-method",
        "rowVarDiffs,dgCMatrix-method"
      ]
    },
    {
      "page": "colVars-xgCMatrix-method",
      "title": "Calculates the variance for each row (column) of a matrix-like object",
      "topics": [
        "colVars,xgCMatrix-method",
        "rowVars,xgCMatrix-method"
      ]
    },
    {
      "page": "colWeightedMads-dgCMatrix-method",
      "title": "Calculates the weighted median absolute deviation for each row (column) of a matrix-like object",
      "topics": [
        "colWeightedMads,dgCMatrix-method",
        "rowWeightedMads,dgCMatrix-method"
      ]
    },
    {
      "page": "colWeightedMeans-xgCMatrix-method",
      "title": "Calculates the weighted mean for each row (column) of a matrix-like object",
      "topics": [
        "colWeightedMeans,xgCMatrix-method",
        "rowWeightedMeans,xgCMatrix-method"
      ]
    },
    {
      "page": "colWeightedMedians-dgCMatrix-method",
      "title": "Calculates the weighted median for each row (column) of a matrix-like object",
      "topics": [
        "colWeightedMedians,dgCMatrix-method",
        "rowWeightedMedians,dgCMatrix-method"
      ]
    },
    {
      "page": "colWeightedSds-xgCMatrix-method",
      "title": "Calculates the weighted standard deviation for each row (column) of a matrix-like object",
      "topics": [
        "colWeightedSds,xgCMatrix-method",
        "rowWeightedSds,xgCMatrix-method"
      ]
    },
    {
      "page": "colWeightedVars-xgCMatrix-method",
      "title": "Calculates the weighted variance for each row (column) of a matrix-like object",
      "topics": [
        "colWeightedVars,xgCMatrix-method",
        "rowWeightedVars,xgCMatrix-method"
      ]
    },
    {
      "page": "xgCMatrix-class",
      "title": "Union of double and logical column-sparse matrices",
      "topics": [
        "xgCMatrix-class"
      ]
    }
  ],
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  "_rundeps": [
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      "headings": [
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