{ "_id": "6a12d0ceacfb0bcc41d2228b", "Package": "rvfl", "Title": "Random Vector Functional Link Networks", "Version": "0.3.0", "Authors@R": "person(\"T.\", \"Moudiki\", , \"thierry.moudiki@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Random Vector Functional Link Networks.", "License": "BSD_3_clause + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "Remotes": [ "thierrymoudiki/misc", "Techtonique/ahead" ], "Config/pak/sysreqs": "libssl-dev", "Repository": "https://techtonique.r-universe.dev", "Date/Publication": "2026-04-23 12:10:56 UTC", "RemoteUrl": "https://github.com/thierrymoudiki/rvfl", "RemoteRef": "HEAD", "RemoteSha": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-24 10:17:14 UTC", "User": "root" }, "Author": "T. Moudiki [aut, cre]", "Maintainer": "T. Moudiki ", "MD5sum": "c0487398bfb16d15d0cce9873ac4949f", "_user": "techtonique", "_type": "src", "_file": "rvfl_0.3.0.tar.gz", "_fileid": "36eda85a4fa76745949e75793e05ee59144b976b536e5b30bec5d5a99d9fabda", "_filesize": 15808818, "_sha256": "36eda85a4fa76745949e75793e05ee59144b976b536e5b30bec5d5a99d9fabda", "_created": "2026-05-24T10:17:14.000Z", "_published": "2026-05-24T10:19:58.103Z", "_distro": "noble", "_jobs": [ { "job": 77589740148, "time": 130, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "7184329889" }, { "job": 77589740155, "time": 126, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7184329587" }, { "job": 77589740095, "time": 75, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7184324723" }, { "job": 77589740084, "time": 85, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7184325736" }, { "job": 77589474940, "time": 263, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7184317533" }, { "job": 77589740134, "time": 124, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7184329121" }, { "job": 77589740098, "time": 87, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "7184325976" }, { "job": 77589740102, "time": 83, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "7184325465" }, { "job": 77589740099, "time": 79, "config": "windows-release", "r": "4.6.0", "check": "WARNING", "artifact": "7184325315" } ], "_buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/thierrymoudiki/rvfl", "_commit": { "id": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "author": "Thierry Moudiki ", "committer": "Thierry Moudiki ", "message": "do not print summary\n", "time": 1776946256 }, "_maintainer": { "name": "T. Moudiki", "email": "thierry.moudiki@gmail.com", "login": "thierrymoudiki", "linkedin": "in/thierry-moudiki", "twitter": "@sippingrizzly", "description": "Like everything related to tech, statistical/machine learning, computer simulation, numerical optimization. Other things too, not mentioned in this bio!", "uuid": 8895513 }, "_registered": true, "_dependencies": [ { "package": "randtoolbox", "role": "Imports" }, { "package": "tseries", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "e1071", "role": "Suggests" }, { "package": "pscl", "role": "Suggests" }, { "package": "randomForest", "role": "Suggests" }, { "package": "forecast", "role": "Suggests" }, { "package": "misc", "role": "Suggests" }, { "package": "survival", "role": "Suggests" }, { "package": "glmnet", "role": "Suggests" }, { "package": "nnet", "role": "Suggests" }, { "package": "ahead", "role": "Suggests" } ], "_owner": "thierrymoudiki", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-30", "n": 1 }, { "week": "2025-37", "n": 1 }, { "week": "2025-49", "n": 1 }, { "week": "2026-17", "n": 2 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "thierrymoudiki", "count": 24, "uuid": 8895513 } ], "_userbio": { "uuid": 69663678, "type": "organization", "name": "Techtonique", "description": "tech, stats, machine learning, computer simulation, numerical optimization" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rvfl" }, "_devurl": "https://github.com/thierrymoudiki/rvfl", "_searchresults": 14, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/rvfl.html", "manual.pdf" ], "_cranurl": false, "_exports": [ "calibmodel", "calibmodel.formula", "coef.rvfl", "create_data_partition", "create_new_predictors", "dropout_layer", "fitted.rvfl", "krvfl", "plot.rvfl", "predict.rvfl", "print.summary.rvfl", "residuals.rvfl", "rvfl", "rvfl.formula", "rvfl.matrix", "rvfl2", "select_ridge_lambda", "simulate.rvfl", "summary.rvfl" ], "_help": [ { "page": "dropout_layer", "title": "Dropout Layer", "topics": [ "dropout_layer" ] }, { "page": "fitted.rvfl2", "title": "Compute Fitted Values for RVFL2 Model", "topics": [ "fitted.rvfl2" ] }, { "page": "krvfl", "title": "Simple and efficient implementation using the kernel trick on concatenated features", "topics": [ "krvfl" ] }, { "page": "predict.krvfl", "title": "Predict method for krvfl objects", "topics": [ "predict.krvfl" ] }, { "page": "predict.rvfl2", "title": "Make Predictions with RVFL2 Model", "topics": [ "predict.rvfl2" ] }, { "page": "print.krvfl", "title": "Print method for krvfl objects", "topics": [ "print.krvfl" ] }, { "page": "residuals.rvfl2", "title": "Compute Residuals for RVFL2 Model", "topics": [ "residuals.rvfl2" ] }, { "page": "rvfl", "title": "rvfl", "topics": [ "rvfl" ] }, { "page": "rvfl2", "title": "Custom Regression Function (RVFL2)", "topics": [ "rvfl2" ] }, { "page": "summary.krvfl", "title": "Summary method for krvfl objects", "topics": [ "summary.krvfl" ] }, { "page": "summary.rvfl2", "title": "Summary of RVFL2 Model", "topics": [ "summary.rvfl2" ] } ], "_readme": "https://github.com/thierrymoudiki/rvfl/raw/HEAD/README.md", "_rundeps": [ "curl", "jsonlite", "lattice", "quadprog", "quantmod", "randtoolbox", "rngWELL", "tseries", "TTR", "xts", "zoo" ], "_vignettes": [ { "source": "GLMGamma.Rmd", "filename": "GLMGamma.html", "title": "Ridge GLM Gamma model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare", "Example 3: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-06 10:07:52", "modified": "2025-03-31 18:17:31", "commits": 3 }, { "source": "GLM.Rmd", "filename": "GLM.html", "title": "Ridge GLM model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare", "Example 3: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-06 00:00:03", "modified": "2026-04-22 23:00:06", "commits": 5 }, { "source": "ridgemodel_summary_plot.Rmd", "filename": "ridgemodel_summary_plot.html", "title": "Ridge model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Example 2: Boston Housing Price Prediction", "Example 3: Economic Indicators (Longley dataset)", "Example 4: US Crime Rate Analysis", "Example 5: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-10 11:24:58", "modified": "2026-04-23 12:10:56", "commits": 3 }, { "source": "bootstrap.Rmd", "filename": "bootstrap.html", "title": "Ridge model (bootstrap) model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare", "Example 3: Economic Indicators (Longley dataset)", "Example 4: US Crime Rate Analysis", "Example 5: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-06 00:00:03", "modified": "2025-03-31 18:17:31", "commits": 4 }, { "source": "surrogate.Rmd", "filename": "surrogate.html", "title": "Ridge model (surrogate) model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare", "Example 3: Economic Indicators (Longley dataset)", "Example 4: US Crime Rate Analysis", "Example 5: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-06 00:00:03", "modified": "2025-03-31 18:17:31", "commits": 4 }, { "source": "ridgemodel.Rmd", "filename": "ridgemodel.html", "title": "Ridge model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare", "Example 3: Economic Indicators (Longley dataset)", "Example 4: US Crime Rate Analysis", "Example 5: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-05 00:04:23", "modified": "2026-04-22 23:00:06", "commits": 9 }, { "source": "rvfl_summary_plot.Rmd", "filename": "rvfl_summary_plot.html", "title": "Ridge model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Example 2: Boston Housing Price Prediction", "Example 3: Economic Indicators (Longley dataset)", "Example 4: US Crime Rate Analysis", "Example 5: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-10 11:24:58", "modified": "2026-04-22 23:00:06", "commits": 3 }, { "source": "nnet.Rmd", "filename": "nnet.html", "title": "Ridge NNET model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare" ], "created": "2025-02-06 00:00:03", "modified": "2025-03-31 18:17:31", "commits": 3 }, { "source": "rvfl.Rmd", "filename": "rvfl.html", "title": "RVFL model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare", "Compare different activation functions", "Simulation plots" ], "created": "2025-02-07 16:50:21", "modified": "2025-03-31 18:17:31", "commits": 3 }, { "source": "tsrvfl.Rmd", "filename": "tsrvfl.html", "title": "RVFL model for univariate time series", "engine": "knitr::rmarkdown", "headings": [], "created": "2025-07-21 15:10:15", "modified": "2026-04-22 23:00:06", "commits": 2 }, { "source": "svm.Rmd", "filename": "svm.html", "title": "SVM model", "engine": "knitr::rmarkdown", "headings": [ "Example 1: MPG Prediction (mtcars dataset)", "Load and prepare data", "Fit models", "Make predictions", "Compare predictions", "Example 2: Boston Housing Price Prediction", "Make predictions and compare", "Example 3: Car Price Analysis (Cars93 dataset)" ], "created": "2025-02-06 00:00:03", "modified": "2025-03-31 18:17:31", "commits": 3 }, { "source": "zeroinfl.Rmd", "filename": "zeroinfl.html", "title": "Zero-inflated GLM model (plus other models)", "engine": "knitr::rmarkdown", "headings": [ "Example" ], "created": "2025-03-31 18:17:31", "modified": "2025-03-31 21:14:13", "commits": 2 } ], "_score": 4.526339277389844, "_indexed": false, "_nocasepkg": "rvfl", "_universes": [ "techtonique" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.0", "date": "2026-05-24T10:19:26.000Z", "distro": "noble", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "6c601ddf77fa91829a390a45ff79467a5df25f6254e92daabfe3ee056f93c373", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" }, { "r": "4.6.0", "os": "linux", "version": "0.3.0", "date": "2026-05-24T10:19:23.000Z", "distro": "noble", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "0c2da4bf10f7bca08fb9f2ea95aac89e7f7630ce9004de824f8d2672d0b172cd", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" }, { "r": "4.5.3", "os": "mac", "version": "0.3.0", "date": "2026-05-24T10:18:36.000Z", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "08a6dc0282d6333a475ba305fa899d1c117f0fab9aa89761bfb95c8cc263909e", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" }, { "r": "4.6.0", "os": "mac", "version": "0.3.0", "date": "2026-05-24T10:18:45.000Z", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "c6b03207f1cddafebe441f4147cd340258187fc674b8b92f2501770f4111a788", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.0", "date": "2026-05-24T10:19:30.000Z", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "0b21bffb46b9f5b207885e2d2dbc1a1af72942a89e2070833136e982b9c7f81e", "status": "success", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" }, { "r": "4.7.0", "os": "win", "version": "0.3.0", "date": "2026-05-24T10:18:40.000Z", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "9c7723f483ff8b25a63aa38e38a3a88fe273b51a62e1e4caf8c37db2cb54e3b0", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" }, { "r": "4.5.3", "os": "win", "version": "0.3.0", "date": "2026-05-24T10:18:32.000Z", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "7e6ef8138c7b8883667a9a68d7b09339db25d4e33c791786bac283cb8f19c043", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" }, { "r": "4.6.0", "os": "win", "version": "0.3.0", "date": "2026-05-24T10:18:33.000Z", "commit": "969c9fd93de5ae4e880d2ec19f64cee369dd57f5", "fileid": "39e57f6e5bb04a263095393730b59141eee07a9a9ea59f0957135c550bc956b0", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/techtonique/actions/runs/26358468745" } ] }