{ "_id": "6a4996ff74ff1be5edd79182", "Package": "netseer", "Type": "Package", "Title": "Graph Prediction from a Graph Time Series", "Version": "0.1.3", "Authors@R": "c(\nperson(\"Sevvandi\", \"Kandanaarachchi\", email = \"sevvandik@gmail.com\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-0337-0395\")),\nperson(\"Stefan\", \"Westerlund\",\nrole = c(\"aut\") ))", "Maintainer": "Sevvandi Kandanaarachchi ", "Description": "Predicting the structure of a graph including new nodes\nand edges using a time series of graphs. Flux balance analysis,\na linear and integer programming technique used in biochemistry\nis used with time series prediction methods to predict the\ngraph structure at a future time point Kandanaarachchi (2025)\n.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "URL": "https://sevvandi.github.io/netseer/", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "libglpk-dev libicu-dev libxml2-dev", "Repository": "https://sevvandi.r-universe.dev", "Date/Publication": "2026-03-23 07:17:43 UTC", "RemoteUrl": "https://github.com/sevvandi/netseer", "RemoteRef": "HEAD", "RemoteSha": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-21 08:11:59 UTC", "User": "root" }, "Author": "Sevvandi Kandanaarachchi [aut, cre] (ORCID:\n),\nStefan Westerlund [aut]", "_user": "sevvandi", "_type": "src", "_file": "netseer_0.1.3.tar.gz", "_fileid": "https://r2.ropensci.org/f940274e509176f64705b2934b5371e8ba0e60f9edb33a6d514fd3efede4eb9a", "_filesize": 1162058, "_sha256": "f940274e509176f64705b2934b5371e8ba0e60f9edb33a6d514fd3efede4eb9a", "_expires": "2026-10-12T23:27:57.000Z", "_created": "2026-06-21T08:11:59.000Z", "_published": "2026-07-04T23:27:59.250Z", "_jobs": [ { "job": 85175626347, "time": 160, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7773353602" }, { "job": 85175626483, "time": 166, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7773354119" }, { "job": 85175626553, "time": 94, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7773345046" }, { "job": 85175626397, "time": 85, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7773344088" }, { "job": 85175626199, "time": 190, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7773332747" }, { "job": 85175626364, "time": 137, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7773350738" }, { "job": 85175626547, "time": 95, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7773345290" }, { "job": 85175626532, "time": 100, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7773345912" }, { "job": 85175626452, "time": 98, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7773345721" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262", "_status": "success", "_upstream": "https://github.com/sevvandi/netseer", "_commit": { "id": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "author": "sevvandi ", "committer": "sevvandi ", "message": "updates on graph reading\n", "time": 1774250263 }, "_maintainer": { "name": "Sevvandi Kandanaarachchi", "email": "sevvandik@gmail.com", "orcid": "0000-0002-0337-0395" }, "_distro": "noble", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "dplyr", "role": "Imports" }, { "package": "fable", "role": "Imports" }, { "package": "fabletools", "role": "Imports" }, { "package": "forecast", "role": "Imports" }, { "package": "future", "role": "Imports" }, { "package": "igraph", "role": "Imports" }, { "package": "lpSolve", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "feasts", "role": "Imports" }, { "package": "tsibble", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "nnet", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "urca", "role": "Suggests" } ], "_owner": "sevvandi", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-28", "n": 8 }, { "week": "2025-32", "n": 2 }, { "week": "2025-47", "n": 2 }, { "week": "2026-13", "n": 1 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "sevvandi", "count": 31, "uuid": 32561841 }, { "user": "swesterlund-csiro", "count": 8, "uuid": 172774309 } ], "_userbio": { "uuid": 32561841, "type": "user", "name": "Sevvandi Kandanaarachchi", "followers": 38, "description": "Senior Research Scientist, Data61, CSIRO" }, "_downloads": { "count": 292, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/netseer" }, "_devurl": "https://github.com/sevvandi/netseer", "_pkgdown": "https://sevvandi.github.io/netseer/", "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/netseer.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/sevvandi/netseer", "_realowner": "sevvandi", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2024-02-21" }, { "version": "0.1.1", "date": "2024-11-14" }, { "version": "0.1.2", "date": "2025-09-10" }, { "version": "0.1.3", "date": "2026-03-23" } ], "_exports": [ "generate_graph_exp", "generate_graph_linear", "load_graphs", "load_graphs_dir", "load_graphs_list", "measure_error", "predict_graph", "save_graphs" ], "_datasets": [ { "name": "syngraphs", "title": "A dataset containing synthetic graphs", "object": "syngraphs", "class": [ "list" ], "fields": [], "table": false, "tojson": false } ], "_help": [ { "page": "generate_graph_exp", "title": "Generates a bigger graph using exponential growth.", "topics": [ "generate_graph_exp" ] }, { "page": "generate_graph_linear", "title": "Generates a bigger graph by linear growth.", "topics": [ "generate_graph_linear" ] }, { "page": "load_graphs", "title": "Loads graphs to memory using a desired method.", "topics": [ "load_graphs" ] }, { "page": "measure_error", "title": "Gives an error measurement for predicted graphs", "topics": [ "measure_error" ] }, { "page": "predict_graph", "title": "Predicts a graph from a time series of graphs.", "topics": [ "predict_graph" ] }, { "page": "save_graphs", "title": "Saves either a single graph or list of graphs to disk.", "topics": [ "save_graphs" ] }, { "page": "syngraphs", "title": "A dataset containing synthetic graphs", "topics": [ "syngraphs" ] } ], "_pkglogo": "https://github.com/sevvandi/netseer/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/sevvandi/netseer/raw/HEAD/README.md", "_rundeps": [ "anytime", "BH", "cli", "codetools", "colorspace", "cpp11", "digest", "distributional", "dplyr", "fable", "fabletools", "farver", "feasts", "forecast", "fracdiff", "future", "generics", "ggdist", "ggplot2", "ggtime", "globals", "glue", "gtable", "igraph", "isoband", "labeling", "lattice", "lifecycle", "listenv", "lmtest", "lpSolve", "lubridate", "magrittr", "Matrix", "nlme", "nnet", "numDeriv", "parallelly", "pillar", "pkgconfig", "progressr", "purrr", "quadprog", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "rlang", "S7", "scales", "slider", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tsibble", "urca", "utf8", "vctrs", "viridisLite", "warp", "withr", "zoo" ], "_vignettes": [ { "source": "netseer.Rmd", "filename": "netseer.html", "title": "The R package netseer", "engine": "knitr::rmarkdown", "headings": [ "netseer ", "Installation", "An example", "Plotting a couple of graphs", "Predicting the next graph", "Predicting the graph at 2 time steps ahead", "Predicting the graph at 3 time steps ahead", "References" ], "created": "2025-07-09 07:42:37", "modified": "2025-08-04 07:44:01", "commits": 4 } ], "_score": 4.301029995663981, "_indexed": true, "_nocasepkg": "netseer", "_universes": [ "sevvandi" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.3", "date": "2026-06-21T08:14:29.000Z", "distro": "noble", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/868ee8cef42a8dd3173cf8ea24d21c7af4790f307dfb0bee5779290f6c70fb3b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" }, { "r": "4.6.0", "os": "linux", "version": "0.1.3", "date": "2026-06-21T08:14:32.000Z", "distro": "noble", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/b8f3d3c442bd3653ae90a57d643b76dc861c3001e62d2950a0ccc5c3a35dbd57", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" }, { "r": "4.5.3", "os": "mac", "version": "0.1.3", "date": "2026-06-21T08:13:30.000Z", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/6566ee1dc533a32639f8b468c37cff076aa68e89265b876fc2b3cfbbc376499e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" }, { "r": "4.6.0", "os": "mac", "version": "0.1.3", "date": "2026-06-21T08:13:22.000Z", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/fb2ea0248db376e1e4a8941e49faf761fbde05f44a3e17b23feea06634094ba3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.3", "date": "2026-06-21T08:14:31.000Z", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/402617f5da321b3baa6ed98e7cbe4b96280b5eb9995b9e75f4708e81dba7dfe0", "status": "success", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" }, { "r": "4.7.0", "os": "win", "version": "0.1.3", "date": "2026-06-21T08:13:19.000Z", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/1e0b6620d35a391b677a114fae4bb40c87b675d035e48cbc41b33c46f5c15009", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" }, { "r": "4.5.3", "os": "win", "version": "0.1.3", "date": "2026-06-21T08:13:26.000Z", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/3fa9b1b0c648951e73750207b8c051c59021314278d9efa895f294b1adfc6d94", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" }, { "r": "4.6.0", "os": "win", "version": "0.1.3", "date": "2026-06-21T08:13:21.000Z", "commit": "93c1c185c48a83a22b8618f42ccd14683c8f7bee", "fileid": "https://r2.ropensci.org/17e9945e55b03ea015fea9cc9931d686cc452249926234b913d138c18de23f8b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sevvandi/actions/runs/27898213262" } ] }