The RGF package | classes | functions | Sparse matrices as input | Comparison of RGF with ranger and xgboost
Package: RGF 1.1.1
RGF: Regularized Greedy Forest
Regularized Greedy Forest wrapper of the 'Regularized Greedy Forest' <https://github.com/RGF-team/rgf/tree/master/python-package> 'python' package, which also includes a Multi-core implementation (FastRGF) <https://github.com/RGF-team/rgf/tree/master/FastRGF>.
Authors:
RGF_1.1.1.tar.gz
RGF_1.1.1.zip(r-4.7)RGF_1.1.1.zip(r-4.6)RGF_1.1.1.zip(r-4.5)
RGF_1.1.1.tgz(r-4.6-any)RGF_1.1.1.tgz(r-4.5-any)
RGF_1.1.1.tar.gz(r-4.7-any)RGF_1.1.1.tar.gz(r-4.6-any)
RGF_1.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
RGF/json (API)
| # Install 'RGF' in R: |
| install.packages('RGF', repos = c('https://mlampros.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rgf-team/rgf/issues
Last updated from:6e68a6a247. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 175 | ||
| source / vignettes | OK | 240 | ||
| linux-release-x86_64 | OK | 167 | ||
| macos-release-arm64 | OK | 109 | ||
| macos-oldrel-arm64 | OK | 119 | ||
| windows-devel | OK | 175 | ||
| windows-release | OK | 167 | ||
| windows-oldrel | OK | 169 | ||
| wasm-release | OK | 151 |
Exports:FastRGF_ClassifierFastRGF_Regressormat_2scipy_sparseRGF_ClassifierRGF_cleanup_temp_filesRGF_RegressorTO_scipy_sparse
Dependencies:herejsonlitelatticeMatrixpngR6rappdirsRcppRcppTOMLreticulaterlangrprojrootwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A Fast Regularized Greedy Forest classifier | FastRGF_Classifier |
| A Fast Regularized Greedy Forest regressor | FastRGF_Regressor |
| conversion of an R matrix to a scipy sparse matrix | mat_2scipy_sparse |
| Regularized Greedy Forest classifier | RGF_Classifier |
| Delete all temporary files of the created RGF estimators | RGF_cleanup_temp_files |
| Regularized Greedy Forest regressor | RGF_Regressor |
| conversion of an R sparse matrix to a scipy sparse matrix | TO_scipy_sparse |
