{ "_id": "6a228472cd65a98ecbd52b4d", "Package": "VectorForgeML", "Type": "Package", "Title": "High-Performance Machine Learning Framework with C++\nAcceleration", "Version": "0.1.0", "Authors@R": "person(given = \"Musheer\",\nfamily = \"Mohd\",\nrole = c(\"aut\", \"cre\"),\nemail = \"musheerayan@gmail.com\")", "Description": "Machine learning utilities for fast vectorized model\ntraining. Methods are based on standard statistical learning\nreferences such as Hastie et al. (2009)\n.", "License": "Apache License (>= 2)", "Encoding": "UTF-8", "SystemRequirements": "OpenMP (optional)", "URL": "https://vectorforgeml.work.gd", "BugReports": "https://github.com/mohd-musheer/VectorForgeML/issues", "NeedsCompilation": "yes", "RoxygenNote": "7.3.3", "Repository": "https://mohd-musheer.r-universe.dev", "Date/Publication": "2026-06-05 05:40:39 UTC", "RemoteUrl": "https://github.com/mohd-musheer/vectorforgeml", "RemoteRef": "HEAD", "RemoteSha": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "Packaged": { "Date": "2026-06-05 08:03:39 UTC", "User": "root" }, "Author": "Musheer Mohd [aut, cre]", "Maintainer": "Musheer Mohd ", "MD5sum": "e8f99979769d179cd0cb41063b088c2a", "_user": "mohd-musheer", "_type": "src", "_file": "VectorForgeML_0.1.0.tar.gz", "_fileid": "c23b37927716f049d50a23dedfbd745609d2204b12dec18eb69926c087a280c0", "_filesize": 951553, "_sha256": "c23b37927716f049d50a23dedfbd745609d2204b12dec18eb69926c087a280c0", "_created": "2026-06-05T08:03:39.000Z", "_published": "2026-06-05T08:10:26.128Z", "_distro": "noble", "_jobs": [ { "job": 79688514752, "time": 131, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "7431796886" }, { "job": 79688514770, "time": 123, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7431793707" }, { "job": 79688514687, "time": 124, "config": "linux-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7431794901" }, { "job": 79688514760, "time": 123, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7431793785" }, { "job": 79688514710, "time": 182, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7431802224" }, { "job": 79688514730, "time": 293, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "7431835913" }, { "job": 79688514676, "time": 189, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7431806119" }, { "job": 79688514658, "time": 343, "config": "macos-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7431850565" }, { "job": 79688118528, "time": 165, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7431756545" }, { "job": 79688514621, "time": 113, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7431790525" }, { "job": 79688514646, "time": 169, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7431807298" }, { "job": 79688514693, "time": 145, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7431800662" }, { "job": 79688514664, "time": 132, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7431796355" } ], "_buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/mohd-musheer/vectorforgeml", "_commit": { "id": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "author": "Mohd. Musheer ", "committer": "GitHub ", "message": "sitemap", "time": 1780638039 }, "_maintainer": { "name": "Musheer Mohd", "email": "musheerayan@gmail.com", "login": "mohd-musheer", "linkedin": "in/mohdmusheer", "description": "C++ Machine Learning Engineer | R Package Developer | VectorForgeML Creator\n", "uuid": 183292206 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "methods", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" } ], "_owner": "mohd-musheer", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-07", "n": 16 }, { "week": "2026-08", "n": 33 }, { "week": "2026-09", "n": 12 }, { "week": "2026-10", "n": 1 }, { "week": "2026-23", "n": 1 } ], "_tags": [], "_stars": 2, "_contributors": [ { "user": "mohd-musheer", "count": 68, "uuid": 183292206 } ], "_userbio": { "uuid": 183292206, "type": "user", "name": "Mohd. Musheer", "description": "C++ Machine Learning Engineer | R Package Developer | VectorForgeML Creator\r\n" }, "_downloads": { "count": 140, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/VectorForgeML" }, "_devurl": "https://github.com/mohd-musheer/vectorforgeml", "_searchresults": 17, "_topics": [ "openblas", "cpp", "openmp" ], "_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/VectorForgeML.html", "manual.pdf" ], "_homeurl": "https://github.com/mohd-musheer/vectorforgeml", "_realowner": "mohd-musheer", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2026-02-28" } ], "_exports": [ "accuracy_score", "ColumnTransformer", "confusion_matrix", "confusion_stats", "DecisionTree", "drop_constant_columns", "f1_score", "find_best_k", "fit_linear_model", "KMeans", "KNN", "LabelEncoder", "LinearRegression", "LogisticRegression", "macro_f1", "macro_precision", "macro_recall", "MinMaxScaler", "mse", "OneHotEncoder", "PCA", "Pipeline", "plot_confusion_matrix", "precision_score", "predict_linear_model", "r2_score", "RandomForest", "recall_score", "RidgeRegression", "rmse", "SoftmaxRegression", "StandardScaler", "train_test_split" ], "_help": [ { "page": "accuracy_score", "title": "Accuracy Score", "topics": [ "accuracy_score" ] }, { "page": "ColumnTransformer-class", "title": "Column Transformer", "topics": [ "ColumnTransformer", "ColumnTransformer-class" ] }, { "page": "confusion_matrix", "title": "Confusion Matrix", "topics": [ "confusion_matrix" ] }, { "page": "confusion_stats", "title": "Confusion Matrix Statistics", "topics": [ "confusion_stats" ] }, { "page": "DecisionTree-class", "title": "Decision Tree Model", "topics": [ "DecisionTree", "DecisionTree-class" ] }, { "page": "drop_constant_columns", "title": "Drop Constant Columns", "topics": [ "drop_constant_columns" ] }, { "page": "f1_score", "title": "F1 Score", "topics": [ "f1_score" ] }, { "page": "find_best_k", "title": "Find Best K", "topics": [ "find_best_k" ] }, { "page": "fit_linear_model", "title": "Fit Linear Model (Fast C++ backend)", "topics": [ "fit_linear_model" ] }, { "page": "KMeans-class", "title": "KMeans Clustering", "topics": [ "KMeans", "KMeans-class" ] }, { "page": "KNN-class", "title": "K-Nearest Neighbors Model", "topics": [ "KNN", "KNN-class" ] }, { "page": "LabelEncoder-class", "title": "Label Encoder", "topics": [ "LabelEncoder", "LabelEncoder-class" ] }, { "page": "LinearRegression-class", "title": "Linear Regression Model", "topics": [ "LinearRegression", "LinearRegression-class" ] }, { "page": "LogisticRegression-class", "title": "Logistic Regression Model", "topics": [ "LogisticRegression", "LogisticRegression-class" ] }, { "page": "macro_f1", "title": "Macro Precision", "topics": [ "macro_f1" ] }, { "page": "macro_precision", "title": "Macro Precision", "topics": [ "macro_precision" ] }, { "page": "macro_recall", "title": "Macro Precision", "topics": [ "macro_recall" ] }, { "page": "MinMaxScaler-class", "title": "Standard Scaler", "topics": [ "MinMaxScaler", "MinMaxScaler-class" ] }, { "page": "mse", "title": "Mean Squared Error", "topics": [ "mse" ] }, { "page": "OneHotEncoder-class", "title": "One Hot Encoder", "topics": [ "OneHotEncoder", "OneHotEncoder-class" ] }, { "page": "PCA-class", "title": "Principal Component Analysis", "topics": [ "PCA", "PCA-class" ] }, { "page": "Pipeline-class", "title": "Pipeline", "topics": [ "Pipeline", "Pipeline-class" ] }, { "page": "plot_confusion_matrix", "title": "Plot Confusion Matrix", "topics": [ "plot_confusion_matrix" ] }, { "page": "precision_score", "title": "Precision Score", "topics": [ "precision_score" ] }, { "page": "predict_linear_model", "title": "Predict Linear Model", "topics": [ "predict_linear_model" ] }, { "page": "r2_score", "title": "R2 Score", "topics": [ "r2_score" ] }, { "page": "RandomForest-class", "title": "Random Forest Model", "topics": [ "RandomForest", "RandomForest-class" ] }, { "page": "recall_score", "title": "Recall Score", "topics": [ "recall_score" ] }, { "page": "RidgeRegression-class", "title": "Ridge Regression Model", "topics": [ "RidgeRegression", "RidgeRegression-class" ] }, { "page": "rmse", "title": "Root Mean Squared Error", "topics": [ "rmse" ] }, { "page": "SoftmaxRegression-class", "title": "Softmax Regression Model", "topics": [ "SoftmaxRegression", "SoftmaxRegression-class" ] }, { "page": "StandardScaler-class", "title": "Drop Constant Columns", "topics": [ "StandardScaler", "StandardScaler-class" ] }, { "page": "train_test_split", "title": "Train Test Split", "topics": [ "train_test_split" ] } ], "_readme": "https://github.com/mohd-musheer/vectorforgeml/raw/HEAD/README.md", "_rundeps": [ "Rcpp" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "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" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 3.929418925714293, "_indexed": true, "_nocasepkg": "vectorforgeml", "_universes": [ "mohd-musheer" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-05T08:06:05.000Z", "distro": "noble", "arch": "aarch64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "636b5afdc5996ab2c4c674dc6d0700e176d9440e587b1dc0014a5cadfe303166", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-05T08:05:54.000Z", "distro": "noble", "arch": "x86_64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "9a563991d9857519fa16bf250aea738522f93b7622096d6e9813363d8f0c1daa", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-05T08:06:00.000Z", "distro": "noble", "arch": "aarch64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "4a061e9b64e93a2c9d8ddb8305867a835d19ba0e4e79ae8b6aa60edecc61816d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-05T08:05:54.000Z", "distro": "noble", "arch": "x86_64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "07c43ff14525d0371bb7c5b3b7d452d51861aebd54911129d7e8ae7f0b809953", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-06-05T08:06:21.000Z", "arch": "aarch64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "7f394537a64eda9149a14183c76496230d7a71ba080e0255002ee07e9653098d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-06-05T08:07:56.000Z", "arch": "x86_64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "1d34932d27d0d68162bed04db94c12c06b64d404303b1382305eea5f5454f4c1", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-06-05T08:06:30.000Z", "arch": "aarch64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "bcf853084432d9e5eccfb8750a03d3d8109d3e1c302017092dce02e8b5701355", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-06-05T08:08:21.000Z", "arch": "x86_64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "3a3ee424f960fde3f5058c2a8f0c7ec9371622b10a0356f12df7e8cc40683584", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-05T08:05:56.000Z", "arch": "emscripten", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "a638aef4e636a63be2f079ca50c29f321da6cc6c61f3ab5a7a9879b809e86be3", "status": "success", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-06-05T08:05:44.000Z", "arch": "x86_64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "52b9213762ce310979d6dfe93d2228666f9a98ba1962577e9122cf813e44e744", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-06-05T08:05:26.000Z", "arch": "x86_64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "3bc09ba8e6f7d3988c2aafb810acc9a3a62058d3f25fa277a5cf33f329b1d014", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-06-05T08:05:17.000Z", "arch": "x86_64", "commit": "4fab6b3f118b7051ec04c6de5601f4f001acfc5f", "fileid": "c90a89fdac9776c09f40703f03c83453744ff8c39b3115063f0e2ab8b6f9af40", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/mohd-musheer/actions/runs/27003119677" } ] }