{
  "_id": "6a1f3854b401979e73428dd6",
  "Package": "BPCells",
  "Title": "Single Cell Counts Matrices to PCA",
  "Version": "0.3.1",
  "Authors@R": "c(\nperson(given = \"Benjamin\",\nfamily = \"Parks\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"bparks@alumni.stanford.edu\",\ncomment = c(ORCID = \"0000-0002-0261-7472\")),\nperson(\"Immanuel\", \"Abdi\", role = \"aut\"),\nperson(\"Stanford University\", role=c(\"cph\", \"fnd\")),\nperson(\"Genentech, Inc.\", role=c(\"cph\", \"fnd\")))",
  "Description": "> Efficient operations for single cell ATAC-seq fragments\nand RNA counts matrices. Interoperable with standard file\nformats, and introduces efficient bit-packed formats that allow\nlarge storage savings and increased read speeds.",
  "License": "Apache-2.0 or MIT",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.3.2",
  "Roxygen": "list(markdown = TRUE)",
  "URL": "https://bnprks.github.io/BPCells,\nhttps://github.com/bnprks/BPCells",
  "Config/Needs/website": "pkgdown, devtools, uwot, irlba, RcppHNSW, igraph,\nBiocManager, bioc::BSgenome.Hsapiens.UCSC.hg38,\ngithub::GreenleafLab/motifmatchr,\ngithub::GreenleafLab/chromVARmotifs, png, magrittr",
  "Config/pak/sysreqs": "libicu-dev libx11-dev",
  "Repository": "https://bnprks.r-universe.dev",
  "Date/Publication": "2026-05-12 15:35:30 UTC",
  "RemoteUrl": "https://github.com/bnprks/BPCells",
  "RemoteRef": "HEAD",
  "RemoteSha": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
  "RemoteSubdir": "r",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-12 17:24:51 UTC",
    "User": "root"
  },
  "Author": "Benjamin Parks [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-0261-7472>),\nImmanuel Abdi [aut],\nStanford University [cph, fnd],\nGenentech, Inc. [cph, fnd]",
  "Maintainer": "Benjamin Parks <bparks@alumni.stanford.edu>",
  "MD5sum": "c0b6805fad21763c22f653749a522437",
  "_user": "bnprks",
  "_type": "src",
  "_file": "BPCells_0.3.1.tar.gz",
  "_fileid": "049ce8f260707091f4ab60a392993a04304b82f2c89131a8b5379e8416f080c0",
  "_filesize": 4542021,
  "_sha256": "049ce8f260707091f4ab60a392993a04304b82f2c89131a8b5379e8416f080c0",
  "_created": "2026-05-12T17:24:51.000Z",
  "_published": "2026-06-02T20:08:52.932Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79161944740,
      "time": 476,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "6951432211"
    },
    {
      "job": 79161944365,
      "time": 524,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "6951449396"
    },
    {
      "job": 79161944532,
      "time": 519,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "6951447636"
    },
    {
      "job": 79161944595,
      "time": 518,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "6951449046"
    },
    {
      "job": 79161944701,
      "time": 459,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "6951424951"
    },
    {
      "job": 79161944527,
      "time": 1003,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "6951629247"
    },
    {
      "job": 79161944177,
      "time": 281,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "6951361561"
    },
    {
      "job": 79161944257,
      "time": 977,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "6951619886"
    },
    {
      "job": 79161943716,
      "time": 494,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6951261549"
    },
    {
      "job": 79161943371,
      "time": 126,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 79161943934,
      "time": 803,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "6951551594"
    },
    {
      "job": 79161944728,
      "time": 668,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "6951501856"
    },
    {
      "job": 79161943925,
      "time": 711,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "6951517186"
    }
  ],
  "_buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/bnprks/BPCells",
  "_commit": {
    "id": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
    "author": "Thomas Koefoed <53121948+koefoeden@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "[r] Fix iterative peak merging for isolated peaks (#338)\n\n* [r] Fix iterative peak merging for isolated peaks",
    "time": 1778600130
  },
  "_maintainer": {
    "name": "Benjamin Parks",
    "email": "bparks@alumni.stanford.edu",
    "orcid": "0000-0002-0261-7472"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.0.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppEigen",
      "role": "LinkingTo"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "tools",
      "role": "Imports"
    },
    {
      "package": "vctrs",
      "role": "Imports"
    },
    {
      "package": "lifecycle",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "version": ">= 1.0.0",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "readr",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.4.0",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "patchwork",
      "role": "Imports"
    },
    {
      "package": "scattermore",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "role": "Imports"
    },
    {
      "package": "RColorBrewer",
      "role": "Imports"
    },
    {
      "package": "hexbin",
      "role": "Imports"
    },
    {
      "package": "IRanges",
      "role": "Suggests"
    },
    {
      "package": "GenomicRanges",
      "role": "Suggests"
    },
    {
      "package": "matrixStats",
      "role": "Suggests"
    },
    {
      "package": "igraph",
      "role": "Suggests"
    },
    {
      "package": "RcppHNSW",
      "role": "Suggests"
    },
    {
      "package": "RcppAnnoy",
      "role": "Suggests"
    }
  ],
  "_owner": "bnprks",
  "_selfowned": true,
  "_usedby": 5,
  "_updates": [
    {
      "week": "2025-20",
      "n": 1
    },
    {
      "week": "2025-21",
      "n": 1
    },
    {
      "week": "2025-24",
      "n": 2
    },
    {
      "week": "2025-25",
      "n": 1
    },
    {
      "week": "2025-26",
      "n": 10
    },
    {
      "week": "2025-30",
      "n": 2
    },
    {
      "week": "2025-31",
      "n": 1
    },
    {
      "week": "2025-37",
      "n": 1
    },
    {
      "week": "2025-38",
      "n": 1
    },
    {
      "week": "2025-46",
      "n": 2
    },
    {
      "week": "2025-51",
      "n": 2
    },
    {
      "week": "2026-15",
      "n": 1
    },
    {
      "week": "2026-19",
      "n": 1
    },
    {
      "week": "2026-20",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v0.3.1",
      "date": "2025-07-21"
    }
  ],
  "_stars": 281,
  "_contributors": [
    {
      "user": "bnprks",
      "count": 413,
      "uuid": 4207803
    },
    {
      "user": "immanuelazn",
      "count": 43,
      "uuid": 56730419
    },
    {
      "user": "ycli1995",
      "count": 6,
      "uuid": 105353386
    },
    {
      "user": "brgew",
      "count": 4,
      "uuid": 11478979
    },
    {
      "user": "erliuu",
      "count": 2,
      "uuid": 84125630
    },
    {
      "user": "tncowart",
      "count": 2,
      "uuid": 719958
    },
    {
      "user": "douglasgscofield",
      "count": 1,
      "uuid": 1641090
    },
    {
      "user": "mfansler",
      "count": 1,
      "uuid": 1182216
    },
    {
      "user": "koefoeden",
      "count": 1,
      "uuid": 53121948
    },
    {
      "user": "wjgreenleaf",
      "count": 1,
      "uuid": 8533874
    }
  ],
  "_userbio": {
    "uuid": 4207803,
    "type": "user",
    "name": "Ben Parks"
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BPCells"
  },
  "_devurl": "https://github.com/bnprks/bpcells",
  "_pkgdown": "https://bnprks.github.io/BPCells",
  "_searchresults": 782,
  "_topics": [
    "zlib",
    "hdf5",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/BPCells.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_cranurl": false,
  "_exports": [
    "%>%",
    "add_cols",
    "add_rows",
    "all_matrix_inputs",
    "all_matrix_inputs<-",
    "apply_by_col",
    "apply_by_row",
    "as.data.frame",
    "as.matrix",
    "binarize",
    "call_macs_peaks",
    "call_peaks_macs",
    "call_peaks_tile",
    "canonical_gene_symbol",
    "cellNames",
    "cellNames<-",
    "checksum",
    "chrNames",
    "chrNames<-",
    "cluster_cells_graph",
    "cluster_graph_leiden",
    "cluster_graph_louvain",
    "cluster_graph_seurat",
    "collect_features",
    "colMaxs",
    "colMaxs.default",
    "colMaxs.IterableMatrix",
    "colMeans",
    "colQuantiles",
    "colQuantiles.default",
    "colQuantiles.IterableMatrix",
    "colSums",
    "colVars",
    "colVars.default",
    "colVars.IterableMatrix",
    "continuous_palette",
    "convert_matrix_type",
    "convert_to_fragments",
    "discrete_palette",
    "draw_trackplot_grid",
    "expm1_slow",
    "extend_ranges",
    "footprint",
    "fragments_identical",
    "gene_region",
    "gene_score_archr",
    "gene_score_tiles_archr",
    "gene_score_weights_archr",
    "get_demo_frags",
    "get_demo_mat",
    "get_trackplot_height",
    "import_matrix_market",
    "import_matrix_market_10x",
    "knn_annoy",
    "knn_hnsw",
    "knn_to_geodesic_graph",
    "knn_to_snn_graph",
    "log1p_slow",
    "marker_features",
    "match_gene_symbol",
    "matrix_stats",
    "matrix_type",
    "merge_cells",
    "merge_peaks_iterative",
    "min_by_col",
    "min_by_row",
    "min_scalar",
    "multiply_cols",
    "multiply_rows",
    "normalize_ranges",
    "nucleosome_counts",
    "open_fragments_10x",
    "open_fragments_dir",
    "open_fragments_hdf5",
    "open_matrix_10x_hdf5",
    "open_matrix_anndata_hdf5",
    "open_matrix_dir",
    "open_matrix_hdf5",
    "order_ranges",
    "peak_matrix",
    "plot_dot",
    "plot_embedding",
    "plot_fragment_length",
    "plot_read_count_knee",
    "plot_tf_footprint",
    "plot_tss_profile",
    "plot_tss_scatter",
    "prefix_cell_names",
    "pseudobulk_matrix",
    "qc_scATAC",
    "range_distance_to_nearest",
    "read_bed",
    "read_encode_blacklist",
    "read_gencode_genes",
    "read_gencode_transcripts",
    "read_gtf",
    "read_ucsc_chrom_sizes",
    "regress_out",
    "remove_demo_data",
    "rotate_x_labels",
    "rowMaxs",
    "rowMaxs.default",
    "rowMaxs.IterableMatrix",
    "rowMeans",
    "rowQuantiles",
    "rowQuantiles.default",
    "rowQuantiles.IterableMatrix",
    "rowSums",
    "rowVars",
    "rowVars.default",
    "rowVars.IterableMatrix",
    "sctransform_pearson",
    "select_cells",
    "select_chromosomes",
    "select_regions",
    "set_trackplot_height",
    "set_trackplot_label",
    "shift_fragments",
    "storage_order",
    "subset_lengths",
    "svds",
    "t",
    "tile_matrix",
    "trackplot_bulk",
    "trackplot_combine",
    "trackplot_coverage",
    "trackplot_gene",
    "trackplot_genome_annotation",
    "trackplot_loop",
    "trackplot_scalebar",
    "transpose_storage_order",
    "write_fragments_10x",
    "write_fragments_dir",
    "write_fragments_hdf5",
    "write_fragments_memory",
    "write_insertion_bed",
    "write_insertion_bedgraph",
    "write_matrix_10x_hdf5",
    "write_matrix_anndata_hdf5",
    "write_matrix_anndata_hdf5_dense",
    "write_matrix_dir",
    "write_matrix_hdf5",
    "write_matrix_memory"
  ],
  "_datasets": [
    {
      "name": "human_gene_mapping",
      "title": "Gene Symbol Mapping data",
      "object": "human_gene_mapping",
      "class": [
        "character"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "mouse_gene_mapping",
      "title": "Gene Symbol Mapping data",
      "object": "mouse_gene_mapping",
      "class": [
        "character"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "mat_norm",
      "title": "Broadcasting vector arithmetic",
      "topics": [
        "add_cols",
        "add_rows",
        "multiply_cols",
        "multiply_rows"
      ]
    },
    {
      "page": "all_matrix_inputs",
      "title": "Get/set inputs to a matrix transform",
      "topics": [
        "all_matrix_inputs",
        "all_matrix_inputs<-"
      ]
    },
    {
      "page": "apply_by_row",
      "title": "Apply a function to summarize rows/cols",
      "topics": [
        "apply_by_col",
        "apply_by_row"
      ]
    },
    {
      "page": "binarize",
      "title": "Convert matrix elements to zeros and ones",
      "topics": [
        "binarize"
      ]
    },
    {
      "page": "call_peaks_macs",
      "title": "Call peaks using MACS2/3",
      "topics": [
        "call_peaks_macs"
      ]
    },
    {
      "page": "call_peaks_tile",
      "title": "Call peaks from tiles",
      "topics": [
        "call_peaks_tile"
      ]
    },
    {
      "page": "checksum",
      "title": "Calculate the MD5 checksum of an IterableMatrix",
      "topics": [
        "checksum"
      ]
    },
    {
      "page": "cluster_cells_graph",
      "title": "Cluster cell embeddings using a KNN graph-based algorithm",
      "topics": [
        "cluster_cells_graph"
      ]
    },
    {
      "page": "cluster_graph",
      "title": "Cluster an adjacency matrix",
      "topics": [
        "cluster_graph_leiden",
        "cluster_graph_louvain",
        "cluster_graph_seurat"
      ]
    },
    {
      "page": "cluster_membership_matrix",
      "title": "Convert grouping vector to sparse matrix",
      "topics": [
        "cluster_membership_matrix"
      ]
    },
    {
      "page": "collect_features",
      "title": "Collect features for plotting",
      "topics": [
        "collect_features"
      ]
    },
    {
      "page": "convert_matrix_type",
      "title": "Convert the type of a matrix",
      "topics": [
        "convert_matrix_type"
      ]
    },
    {
      "page": "fragment_R_conversion",
      "title": "Convert between BPCells fragments and R objects.",
      "topics": [
        "convert_to_fragments"
      ]
    },
    {
      "page": "palettes",
      "title": "Color palettes",
      "topics": [
        "continuous_palette",
        "discrete_palette"
      ]
    },
    {
      "page": "extend_ranges",
      "title": "Extend genome ranges in a strand-aware fashion.",
      "topics": [
        "extend_ranges"
      ]
    },
    {
      "page": "footprint",
      "title": "Get footprints around a set of genomic coordinates",
      "topics": [
        "footprint"
      ]
    },
    {
      "page": "fragments_identical",
      "title": "Check if two fragments objects are identical",
      "topics": [
        "fragments_identical"
      ]
    },
    {
      "page": "gene_region",
      "title": "Find gene region",
      "topics": [
        "gene_region"
      ]
    },
    {
      "page": "gene_score_tiles_archr",
      "title": "Calculate gene-tile distances for ArchR gene activities",
      "topics": [
        "gene_score_tiles_archr"
      ]
    },
    {
      "page": "gene_scores",
      "title": "Calculate GeneActivityScores",
      "topics": [
        "gene_score_archr",
        "gene_score_weights_archr"
      ]
    },
    {
      "page": "genomic-ranges-like",
      "title": "Genomic range formats",
      "topics": [
        "genomic-ranges-like"
      ]
    },
    {
      "page": "demo_data",
      "title": "Retrieve BPCells demo data",
      "topics": [
        "get_demo_frags",
        "get_demo_mat",
        "remove_demo_data"
      ]
    },
    {
      "page": "gene_mapping",
      "title": "Gene Symbol Mapping data",
      "topics": [
        "human_gene_mapping",
        "mouse_gene_mapping"
      ]
    },
    {
      "page": "import_matrix_market",
      "title": "Import MatrixMarket files",
      "topics": [
        "import_matrix_market",
        "import_matrix_market_10x"
      ]
    },
    {
      "page": "IterableFragments-methods",
      "title": "IterableFragments methods",
      "topics": [
        "cellNames",
        "cellNames<-",
        "chrNames",
        "chrNames<-",
        "IterableFragments-methods",
        "show,IterableFragments-method"
      ]
    },
    {
      "page": "IterableMatrix-methods",
      "title": "IterableMatrix methods",
      "topics": [
        "%*%,IterableMatrix,matrix-method",
        "*,IterableMatrix,numeric-method",
        "+,IterableMatrix,numeric-method",
        "-,IterableMatrix,numeric-method",
        "/,IterableMatrix,numeric-method",
        "<,numeric,IterableMatrix-method",
        "<=,numeric,IterableMatrix-method",
        ">,IterableMatrix,numeric-method",
        ">=,IterableMatrix,numeric-method",
        "colMaxs",
        "colMeans,IterableMatrix-method",
        "colQuantiles",
        "colSums,IterableMatrix-method",
        "colVars",
        "expm1,IterableMatrix-method",
        "expm1_slow",
        "IterableMatrix-methods",
        "log1p,IterableMatrix-method",
        "log1p_slow",
        "matrix_type",
        "round,IterableMatrix-method",
        "rowMaxs",
        "rowMeans,IterableMatrix-method",
        "rowQuantiles",
        "rowSums,IterableMatrix-method",
        "rowVars",
        "show,IterableMatrix-method",
        "storage_order",
        "t,IterableMatrix-method",
        "^,IterableMatrix,numeric-method"
      ]
    },
    {
      "page": "knn",
      "title": "Get a knn object from reduced dimensions",
      "topics": [
        "knn_annoy",
        "knn_hnsw"
      ]
    },
    {
      "page": "knn_graph",
      "title": "K Nearest Neighbor (KNN) Graph",
      "topics": [
        "knn_to_geodesic_graph",
        "knn_to_graph",
        "knn_to_snn_graph"
      ]
    },
    {
      "page": "marker_features",
      "title": "Test for marker features",
      "topics": [
        "marker_features"
      ]
    },
    {
      "page": "gene_matching",
      "title": "Gene symbol matching",
      "topics": [
        "canonical_gene_symbol",
        "match_gene_symbol"
      ]
    },
    {
      "page": "matrix_R_conversion",
      "title": "Convert between BPCells matrix and R objects.",
      "topics": [
        "matrix_R_conversion"
      ]
    },
    {
      "page": "matrix_stats",
      "title": "Calculate matrix stats",
      "topics": [
        "matrix_stats"
      ]
    },
    {
      "page": "merge_cells",
      "title": "Merge cells into pseudobulks",
      "topics": [
        "merge_cells"
      ]
    },
    {
      "page": "merge_peaks_iterative",
      "title": "Merge peaks",
      "topics": [
        "merge_peaks_iterative"
      ]
    },
    {
      "page": "min_elementwise",
      "title": "Elementwise minimum",
      "topics": [
        "min_by_col",
        "min_by_row",
        "min_scalar"
      ]
    },
    {
      "page": "normalize_ranges",
      "title": "Normalize an object representing genomic ranges",
      "topics": [
        "normalize_ranges"
      ]
    },
    {
      "page": "nucleosome_counts",
      "title": "Count fragments by nucleosomal size",
      "topics": [
        "nucleosome_counts"
      ]
    },
    {
      "page": "open_fragments_10x",
      "title": "Read/write a 10x fragments file",
      "topics": [
        "open_fragments_10x",
        "write_fragments_10x"
      ]
    },
    {
      "page": "open_matrix_10x_hdf5",
      "title": "Read/write a 10x feature matrix",
      "topics": [
        "open_matrix_10x_hdf5",
        "write_matrix_10x_hdf5"
      ]
    },
    {
      "page": "open_matrix_anndata_hdf5",
      "title": "Read/write AnnData matrix",
      "topics": [
        "open_matrix_anndata_hdf5",
        "write_matrix_anndata_hdf5",
        "write_matrix_anndata_hdf5_dense"
      ]
    },
    {
      "page": "order_ranges",
      "title": "Get end-sorted ordering for genome ranges",
      "topics": [
        "order_ranges"
      ]
    },
    {
      "page": "peak_matrix",
      "title": "Calculate ranges x cells overlap matrix",
      "topics": [
        "peak_matrix"
      ]
    },
    {
      "page": "plot_dot",
      "title": "Dotplot",
      "topics": [
        "plot_dot"
      ]
    },
    {
      "page": "plot_embedding",
      "title": "Plot UMAP or embeddings",
      "topics": [
        "plot_embedding"
      ]
    },
    {
      "page": "plot_fragment_length",
      "title": "Fragment size distribution",
      "topics": [
        "plot_fragment_length"
      ]
    },
    {
      "page": "plot_read_count_knee",
      "title": "Knee plot of single cell read counts",
      "topics": [
        "plot_read_count_knee"
      ]
    },
    {
      "page": "plot_tf_footprint",
      "title": "Plot TF footprint",
      "topics": [
        "plot_tf_footprint"
      ]
    },
    {
      "page": "plot_tss_profile",
      "title": "Plot TSS profile",
      "topics": [
        "plot_tss_profile"
      ]
    },
    {
      "page": "plot_tss_scatter",
      "title": "TSS Enrichment vs. Fragment Counts plot",
      "topics": [
        "plot_tss_scatter"
      ]
    },
    {
      "page": "prefix_cell_names",
      "title": "Add sample prefix to cell names",
      "topics": [
        "prefix_cell_names"
      ]
    },
    {
      "page": "pseudobulk_matrix",
      "title": "Aggregate counts matrices by cell group or feature.",
      "topics": [
        "pseudobulk_matrix"
      ]
    },
    {
      "page": "qc_scATAC",
      "title": "Calculate ArchR-compatible per-cell QC statistics",
      "topics": [
        "qc_scATAC"
      ]
    },
    {
      "page": "range_distance_to_nearest",
      "title": "Find signed distance to nearest genomic ranges",
      "topics": [
        "range_distance_to_nearest"
      ]
    },
    {
      "page": "read_bed",
      "title": "Read a bed file into a data frame",
      "topics": [
        "read_bed",
        "read_encode_blacklist"
      ]
    },
    {
      "page": "read_gtf",
      "title": "Read GTF gene annotations",
      "topics": [
        "read_gencode_genes",
        "read_gencode_transcripts",
        "read_gtf"
      ]
    },
    {
      "page": "read_ucsc_chrom_sizes",
      "title": "Read UCSC chromosome sizes",
      "topics": [
        "read_ucsc_chrom_sizes"
      ]
    },
    {
      "page": "regress_out",
      "title": "Regress out unwanted variation",
      "topics": [
        "regress_out"
      ]
    },
    {
      "page": "rotate_x_labels",
      "title": "Rotate ggplot x axis labels",
      "topics": [
        "rotate_x_labels"
      ]
    },
    {
      "page": "sctransform_pearson",
      "title": "SCTransform Pearson Residuals",
      "topics": [
        "sctransform_pearson"
      ]
    },
    {
      "page": "select_cells",
      "title": "Subset, translate, or reorder cell IDs",
      "topics": [
        "select_cells"
      ]
    },
    {
      "page": "select_chromosomes",
      "title": "Subset, translate, or reorder chromosome IDs",
      "topics": [
        "select_chromosomes"
      ]
    },
    {
      "page": "select_regions",
      "title": "Subset fragments by genomic region",
      "topics": [
        "select_regions"
      ]
    },
    {
      "page": "trackplot_utils",
      "title": "Adjust trackplot properties",
      "topics": [
        "get_trackplot_height",
        "set_trackplot_height",
        "set_trackplot_label"
      ]
    },
    {
      "page": "shift_fragments",
      "title": "Shift start or end coordinates",
      "topics": [
        "shift_fragments"
      ]
    },
    {
      "page": "subset_lengths",
      "title": "Subset fragments by length",
      "topics": [
        "subset_lengths"
      ]
    },
    {
      "page": "svds",
      "title": "Calculate svds",
      "topics": [
        "svds"
      ]
    },
    {
      "page": "tile_matrix",
      "title": "Calculate ranges x cells tile overlap matrix",
      "topics": [
        "tile_matrix"
      ]
    },
    {
      "page": "trackplot_combine",
      "title": "Combine track plots",
      "topics": [
        "trackplot_combine"
      ]
    },
    {
      "page": "trackplot_coverage",
      "title": "Pseudobulk coverage trackplot",
      "topics": [
        "trackplot_coverage"
      ]
    },
    {
      "page": "trackplot_gene",
      "title": "Plot transcript models",
      "topics": [
        "trackplot_gene"
      ]
    },
    {
      "page": "trackplot_genome_annotation",
      "title": "Plot range-based annotation tracks (e.g. peaks)",
      "topics": [
        "trackplot_genome_annotation"
      ]
    },
    {
      "page": "trackplot_loop",
      "title": "Plot loops",
      "topics": [
        "trackplot_loop"
      ]
    },
    {
      "page": "trackplot_scalebar",
      "title": "Plot scale bar",
      "topics": [
        "trackplot_scalebar"
      ]
    },
    {
      "page": "transpose_storage_order",
      "title": "Transpose the storage order for a matrix",
      "topics": [
        "transpose_storage_order"
      ]
    },
    {
      "page": "fragment_io",
      "title": "Read/write BPCells fragment objects",
      "topics": [
        "open_fragments_dir",
        "open_fragments_hdf5",
        "write_fragments_dir",
        "write_fragments_hdf5",
        "write_fragments_memory"
      ]
    },
    {
      "page": "write_insertion_bedgraph",
      "title": "Write insertion counts to bed/bedgraph file",
      "topics": [
        "write_insertion_bed",
        "write_insertion_bedgraph"
      ]
    },
    {
      "page": "matrix_io",
      "title": "Read/write sparse matrices",
      "topics": [
        "open_matrix_dir",
        "open_matrix_hdf5",
        "write_matrix_dir",
        "write_matrix_hdf5",
        "write_matrix_memory"
      ]
    }
  ],
  "_readme": "https://github.com/bnprks/BPCells/raw/HEAD/r/index.md",
  "_rundeps": [
    "bit",
    "bit64",
    "cli",
    "clipr",
    "cpp11",
    "crayon",
    "dplyr",
    "farver",
    "generics",
    "ggplot2",
    "ggrepel",
    "glue",
    "gtable",
    "hexbin",
    "hms",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "patchwork",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "progress",
    "purrr",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "readr",
    "rlang",
    "S7",
    "scales",
    "scattermore",
    "stringi",
    "stringr",
    "tibble",
    "tidyr",
    "tidyselect",
    "tzdb",
    "utf8",
    "vctrs",
    "viridisLite",
    "vroom",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libz",
      "package": "zlib1g",
      "headers": "zlib1g-dev",
      "source": "zlib",
      "version": "1:1.3.dfsg-3.1ubuntu2.1",
      "name": "zlib",
      "homepage": "http://zlib.net/",
      "description": "compression library - runtime"
    },
    {
      "shlib": "libhdf5_serial",
      "package": "libhdf5-103-1t64",
      "headers": "libhdf5-dev",
      "source": "hdf5",
      "version": "1.10.10+repack-3.1ubuntu4",
      "name": "hdf5",
      "homepage": "http://hdfgroup.org/HDF5/",
      "description": "HDF5 C runtime files - serial version"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 9.317344881474192,
  "_indexed": true,
  "_nocasepkg": "bpcells",
  "_universes": [
    "bnprks"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.1",
      "date": "2026-05-12T17:32:36.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "68c66ce08c577588ba0a7e194c90f743383b341b1b06753f338bc70f283c9132",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.1",
      "date": "2026-05-12T17:32:39.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "e8cafb553b5e52ceb1d114cd1370daf718f2936dfb8a3e628426a737975988b6",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.3.1",
      "date": "2026-05-12T17:33:09.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "e5296b620f3c8843da1c7b322a8573819cac75b2484eaaf2f3eb7d4b4b57e0a6",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.3.1",
      "date": "2026-05-12T17:32:27.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "222e51c16dddc5d0582b5ee05aa99853a64edfd87eed7ff8d8de92e3320ba77f",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3.1",
      "date": "2026-05-12T17:33:14.000Z",
      "arch": "aarch64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "b0c958c005a3b870416b0c7dde7f3c68b7ffd1f142e6727fc12027333ea410e8",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3.1",
      "date": "2026-05-12T17:34:37.000Z",
      "arch": "x86_64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "fa5180aa4757f4623ddac998ba6356282fb7ccd5c6a97e003371482607958eeb",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.3.1",
      "date": "2026-05-12T17:32:06.000Z",
      "arch": "aarch64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "31a0d1ecebd70034a638f5012159a87c7a35f867a57990c90df8d9fa81e780ae",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.3.1",
      "date": "2026-05-12T17:34:49.000Z",
      "arch": "x86_64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "b60291a5e503c8734d6d838aafe08a163cd505001caace86dae36bf539b3af0d",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3.1",
      "date": "2026-05-12T17:33:28.000Z",
      "arch": "x86_64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "a482879d2e67a83fc1bdd6f5099bc605349bb639b53ac6b32d90f5743004d05d",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.3.1",
      "date": "2026-05-12T17:33:17.000Z",
      "arch": "x86_64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "73c641f0e1d019669e3b34e8958df2d8a7708c285e4ab5ac4018a4fe390e4850",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.3.1",
      "date": "2026-05-12T17:32:35.000Z",
      "arch": "x86_64",
      "commit": "adc4a3c30f60a03522f58947d733d7d77a6eb2cf",
      "fileid": "62ff66a0f4defc99d68e01bc263ea383a41755589876267d5222654ff17ab0cd",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bnprks/actions/runs/25750665749"
    }
  ]
}