Package: lightgbm Type: Package Title: Light Gradient Boosting Machine Version: 2.0.8 Date: 2017-10-14 Author: Guolin Ke Maintainer: Guolin Ke Description: LightGBM is a gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed and efficient with the following advantages: 1. Faster training speed and higher efficiency. 2. Lower memory usage. 3. Better accuracy. 4. Parallel learning supported. 5. Capable of handling large-scale data. License: MIT + file LICENSE URL: https://github.com/Microsoft/LightGBM BugReports: https://github.com/Microsoft/LightGBM/issues VignetteBuilder: knitr Suggests: knitr, rmarkdown, ggplot2 (>= 1.0.1), DiagrammeR (>= 0.8.1), Ckmeans.1d.dp (>= 3.3.1), vcd (>= 1.3), testthat, igraph (>= 1.0.1), stringi (>= 0.5.2) Depends: R (>= 3.0), R6 (>= 2.0) Imports: methods, Matrix (>= 1.1-0), data.table (>= 1.9.6), magrittr (>= 1.5), jsonlite (>= 1.0) RoxygenNote: 6.0.1