{ "_id": "6a481d8ce06c18f0a652cff3", "Package": "CaDENCE", "Type": "Package", "Title": "Conditional Density Estimation Network Construction and\nEvaluation", "Version": "1.2.5", "Author": "Alex J. Cannon", "Maintainer": "Alex J. Cannon ", "Description": "Parameters of a user-specified probability distribution\nare modelled by a multi-layer perceptron artificial neural\nnetwork. This framework can be used to implement probabilistic\nnonlinear models including mixture density networks,\nheteroscedastic regression models, zero-inflated models, etc.\nfollowing Cannon (2012) .", "License": "GPL-2", "LazyLoad": "yes", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-03 20:34:58 UTC", "User": "root" }, "Repository": "https://alexcannon.r-universe.dev", "Date/Publication": "2017-12-05 03:05:17 UTC", "RemoteUrl": "https://github.com/cran/CaDENCE", "RemoteRef": "HEAD", "RemoteSha": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "_user": "alexcannon", "_type": "src", "_file": "CaDENCE_1.2.5.tar.gz", "_fileid": "https://r2.ropensci.org/a0e7f09009f632e99e744dba042efe703dcb3028857564fa11dc9bd53d9a2d0b", "_filesize": 216489, "_sha256": "a0e7f09009f632e99e744dba042efe703dcb3028857564fa11dc9bd53d9a2d0b", "_expires": "2026-10-11T20:37:30.000Z", "_created": "2026-07-03T20:34:58.000Z", "_published": "2026-07-03T20:37:32.390Z", "_jobs": [ { "job": 85068081443, "time": 112, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8074437869" }, { "job": 85068081456, "time": 107, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8074437001" }, { "job": 85068081457, "time": 72, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8074430317" }, { "job": 85068081439, "time": 112, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8074437687" }, { "job": 85067822204, "time": 143, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8074415050" }, { "job": 85068081444, "time": 106, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8074436793" }, { "job": 85068081569, "time": 68, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8074429556" }, { "job": 85068081476, "time": 75, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8074430776" }, { "job": 85068081585, "time": 67, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8074429356" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644", "_status": "success", "_upstream": "https://github.com/cran/CaDENCE", "_commit": { "id": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "author": "Alex J. Cannon ", "committer": "cran-robot ", "message": "version 1.2.5\n", "time": 1512443117 }, "_maintainer": { "name": "Alex J. Cannon", "email": "alex.cannon@canada.ca", "login": "alexcannon", "description": "", "uuid": 29051274 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "pso", "role": "Depends" }, { "package": "boot", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "alexcannon", "count": 2, "uuid": 29051274 } ], "_userbio": { "uuid": 29051274, "type": "user", "name": "alexcannon", "followers": 5 }, "_downloads": { "count": 358, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CaDENCE" }, "_searchresults": 31, "_rbuild": "4.6.1", "_assets": [ "extra/CaDENCE.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "alexcannon", "_cranurl": false, "_releases": [ { "version": "1.1.1", "date": "2013-02-09" }, { "version": "1.2.0", "date": "2013-06-27" }, { "version": "1.2.1", "date": "2013-06-28" }, { "version": "1.2.2", "date": "2015-02-20" }, { "version": "1.2.3", "date": "2015-07-23" }, { "version": "1.2.4", "date": "2017-03-23" }, { "version": "1.2.5", "date": "2017-12-05" } ], "_exports": [ "cadence.cost", "cadence.evaluate", "cadence.fit", "cadence.initialize", "cadence.predict", "cadence.reshape", "dbgamma", "dblnorm", "dbpareto2", "dbweibull", "dpareto2", "dummy.code", "gam.style", "logistic", "pbgamma", "pblnorm", "pbpareto2", "pbweibull", "ppareto2", "qbgamma", "qblnorm", "qbpareto2", "qbweibull", "qpareto2", "rbf", "rbgamma", "rblnorm", "rbpareto2", "rbweibull", "rpareto2", "rprop", "xval.buffer" ], "_datasets": [ { "name": "FraserSediment", "title": "Sediment and stream discharge data for Fraser River at Hope", "object": "FraserSediment", "file": "FraserSediment.rda", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "CaDENCE-package", "title": "Conditional Density Estimation Network Construction and Evaluation (CaDENCE)", "topics": [ "CaDENCE-package", "CaDENCE" ] }, { "page": "bgamma", "title": "Bernoulli-gamma distribution", "topics": [ "bgamma", "dbgamma", "pbgamma", "qbgamma", "rbgamma" ] }, { "page": "blnorm", "title": "Bernoulli-lognormal distribution", "topics": [ "blnorm", "dblnorm", "pblnorm", "qblnorm", "rblnorm" ] }, { "page": "bweibull", "title": "Bernoulli-Weibull distribution", "topics": [ "bweibull", "dbweibull", "pbweibull", "qbweibull", "rbweibull" ] }, { "page": "cadence.cost", "title": "Cost function for CDEN model fitting", "topics": [ "cadence.cost" ] }, { "page": "cadence.fit", "title": "Fit a CDEN model", "topics": [ "cadence.fit" ] }, { "page": "cadence.initialize", "title": "Initialize a CDEN weight vector", "topics": [ "cadence.initialize", "cadence.reshape" ] }, { "page": "cadence.predict", "title": "Predict conditional distribution parameters from a fitted CDEN model", "topics": [ "cadence.evaluate", "cadence.predict" ] }, { "page": "dummy.code", "title": "Convert a factor to a matrix of dummy codes", "topics": [ "dummy.code" ] }, { "page": "FraserSediment", "title": "Sediment and stream discharge data for Fraser River at Hope", "topics": [ "FraserSediment" ] }, { "page": "gam.style", "title": "GAM-style effects plots for interpreting CDEN models", "topics": [ "gam.style" ] }, { "page": "logistic", "title": "Logistic sigmoid function", "topics": [ "logistic" ] }, { "page": "pareto2", "title": "Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions", "topics": [ "bpareto2", "dbpareto2", "dpareto2", "pareto2", "pbpareto2", "ppareto2", "qbpareto2", "qpareto2", "rbpareto2", "rpareto2" ] }, { "page": "rbf", "title": "Radial basis function kernel", "topics": [ "rbf" ] }, { "page": "rprop", "title": "Resilient backpropagation (Rprop) optimization algorithm", "topics": [ "rprop" ] }, { "page": "xval.buffer", "title": "Cross-validation indices with a buffer between training/validation datasets", "topics": [ "xval.buffer" ] } ], "_rundeps": [ "pso" ], "_score": 1.4913616938342726, "_indexed": true, "_nocasepkg": "cadence", "_universes": [ "alexcannon" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.5", "date": "2026-07-03T20:36:52.000Z", "distro": "resolute", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/d803554986a8d3a2720278105adcb1493266ff412c48a1496ea7cd5227e3a6ea", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" }, { "r": "4.6.1", "os": "linux", "version": "1.2.5", "date": "2026-07-03T20:36:47.000Z", "distro": "resolute", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/93a87a062bc74cb318253ffdc95ff4a8741bfa79bbcb2f97c089e9245b1d74b3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" }, { "r": "4.5.3", "os": "mac", "version": "1.2.5", "date": "2026-07-03T20:36:18.000Z", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/730842b0a7a2336d7b94d8fc0e31576b7cd82530e0d14b7c7dd8622351a148da", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" }, { "r": "4.6.1", "os": "mac", "version": "1.2.5", "date": "2026-07-03T20:36:52.000Z", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/124c5e06092d5adbbf07ff190d6962bfa87c514351b3111f54b90bc87d634099", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.5", "date": "2026-07-03T20:37:02.000Z", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/1645e023287b4d1c0dd8135d3782e49041cd4eb4077af0aa5d1acd2d1f1a290f", "status": "success", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" }, { "r": "4.7.0", "os": "win", "version": "1.2.5", "date": "2026-07-03T20:36:02.000Z", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/4dcc5a63dd947e626031c378edd574c919ac24a1048514cee51248da7c017232", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" }, { "r": "4.5.3", "os": "win", "version": "1.2.5", "date": "2026-07-03T20:36:05.000Z", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/a4a90b0dea37042402367ddcf86591138c68226d67d7b96bf5eb5697d169a854", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" }, { "r": "4.6.1", "os": "win", "version": "1.2.5", "date": "2026-07-03T20:36:01.000Z", "commit": "7c754e5e408f46aa3704cdf0c06626a52a548c00", "fileid": "https://r2.ropensci.org/a76792d5e0ec572a0c5fca2523cca4b9cb2b9df21ebd8a2d361baffa2e971f03", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexcannon/actions/runs/28682190644" } ] }