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A fast, flexible machine learning library, written in C++, that aims to provide fast, extensible implementations of cutting-edge machine learning algorithms. See also Curtin et al. (2023) <doi:10.21105/joss.05026>.
| Version: | 4.5.0 |
| Depends: | R (≥ 4.3.0) |
| Imports: | Rcpp (≥ 0.12.12) |
| LinkingTo: | Rcpp, RcppArmadillo (≥ 0.10.8), RcppEnsmallen (≥ 0.2.10.0) |
| Suggests: | testthat (≥ 2.1.0) |
| Published: | 2024-10-05 |
| DOI: | 10.32614/CRAN.package.mlpack |
| Author: | Yashwant Singh Parihar [aut, ctb, cph], Ryan Curtin [aut, ctb, cph, cre], Dirk Eddelbuettel [aut, ctb, cph], James Balamuta [aut, ctb, cph], Bill March [ctb, cph], Dongryeol Lee [ctb, cph], Nishant Mehta [ctb, cph], Parikshit Ram [ctb, cph], James Cline [ctb, cph], Sterling Peet [ctb, cph], Matthew Amidon [ctb, cph], Neil Slagle [ctb, cph], Ajinkya Kale [ctb, cph], Vlad Grantcharov [ctb, cph], Noah Kauffman [ctb, cph], Rajendran Mohan [ctb, cph], Trironk Kiatkungwanglai [ctb, cph], Patrick Mason [ctb, cph], Marcus Edel [ctb, cph], Mudit Raj Gupta [ctb, cph], Sumedh Ghaisas [ctb, cph], Michael Fox [ctb, cph], Siddharth Agrawal [ctb, cph], Saheb Motiani [ctb, cph], Yash Vadalia [ctb, cph], Abhishek Laddha [ctb, cph], Vahab Akbarzadeh [ctb, cph], Andrew Wells [ctb, cph], Zhihao Lou [ctb, cph], Udit Saxena [ctb, cph], Stephen Tu [ctb, cph], Jaskaran Singh [ctb, cph], Hritik Jain [ctb, cph], Vladimir Glazachev [ctb, cph], QiaoAn Chen [ctb, cph], Janzen Brewer [ctb, cph], Trung Dinh [ctb, cph], Tham Ngap Wei [ctb, cph], Grzegorz Krajewski [ctb, cph], Joseph Mariadassou [ctb, cph], Pavel Zhigulin [ctb, cph], Andy Fang [ctb, cph], Barak Pearlmutter [ctb, cph], Ivari Horm [ctb, cph], Dhawal Arora [ctb, cph], Alexander Leinoff [ctb, cph], Palash Ahuja [ctb, cph], Yannis Mentekidis [ctb, cph], Ranjan Mondal [ctb, cph], Mikhail Lozhnikov [ctb, cph], Marcos Pividori [ctb, cph], Keon Kim [ctb, cph], Nilay Jain [ctb, cph], Peter Lehner [ctb, cph], Anuraj Kanodia [ctb, cph], Ivan Georgiev [ctb, cph], Shikhar Bhardwaj [ctb, cph], Yashu Seth [ctb, cph], Mike Izbicki [ctb, cph], Sudhanshu Ranjan [ctb, cph], Piyush Jaiswal [ctb, cph], Dinesh Raj [ctb, cph], Vivek Pal [ctb, cph], Prasanna Patil [ctb, cph], Lakshya Agrawal [ctb, cph], Praveen Ch [ctb, cph], Kirill Mishchenko [ctb, cph], Abhinav Moudgil [ctb, cph], Thyrix Yang [ctb, cph], Sagar B Hathwar [ctb, cph], Nishanth Hegde [ctb, cph], Parminder Singh [ctb, cph], CodeAi [ctb, cph], Franciszek Stokowacki [ctb, cph], Samikshya Chand [ctb, cph], N Rajiv Vaidyanathan [ctb, cph], Kartik Nighania [ctb, cph], Eugene Freyman [ctb, cph], Manish Kumar [ctb, cph], Haritha Sreedharan Nair [ctb, cph], Sourabh Varshney [ctb, cph], Projyal Dev [ctb, cph], Nikhil Goel [ctb, cph], Shikhar Jaiswal [ctb, cph], B Kartheek Reddy [ctb, cph], Atharva Khandait [ctb, cph], Wenhao Huang [ctb, cph], Roberto Hueso [ctb, cph], Prabhat Sharma [ctb, cph], Tan Jun An [ctb, cph], Moksh Jain [ctb, cph], Manthan-R-Sheth [ctb, cph], Namrata Mukhija [ctb, cph], Conrad Sanderson [ctb, cph], Thanasis Mattas [ctb, cph], Shashank Shekhar [ctb, cph], Yasmine Dumouchel [ctb, cph], German Lancioni [ctb, cph], Arash Abghari [ctb, cph], Ayush Chamoli [ctb, cph], Tommi Laivamaa [ctb, cph], Kim SangYeon [ctb, cph], Niteya Shah [ctb, cph], Toshal Agrawal [ctb, cph], Dan Timson [ctb, cph], Miguel Canteras [ctb, cph], Bishwa Karki [ctb, cph], Mehul Kumar Nirala [ctb, cph], Heet Sankesara [ctb, cph], Jeffin Sam [ctb, cph], Vikas S Shetty [ctb, cph], Khizir Siddiqui [ctb, cph], Tejasvi Tomar [ctb, cph], Jai Agarwal [ctb, cph], Ziyang Jiang [ctb, cph], Rohit Kartik [ctb, cph], Aditya Viki [ctb, cph], Kartik Dutt [ctb, cph], Suryoday Basak [ctb, cph], Sriram S K [ctb, cph], Manoranjan Kumar Bharti ( Nakul Bharti ) [ctb, cph], Saraansh Tandon [ctb, cph], Gaurav Singh [ctb, cph], Lakshya Ojha [ctb, cph], Bisakh Mondal [ctb, cph], Benson Muite [ctb, cph], Sarthak Bhardwaj [ctb, cph], Aakash Kaushik [ctb, cph], Anush Kini [ctb, cph], Nippun Sharma [ctb, cph], Rishabh Garg [ctb, cph], Sudhakar Brar [ctb, cph], Alex Nguyen [ctb, cph], Gaurav Ghati [ctb, cph], Anmolpreet Singh [ctb, cph], Anjishnu Mukherjee [ctb, cph], Omar Shrit [ctb, cph], Tru Hoang [ctb, cph], Mark Fischinger [ctb, cph], Muhammad Fawwaz Mayda [ctb, cph], Roshan Nrusing Swain [ctb, cph], Suvarsha Chennareddy [ctb, cph], Shubham Agrawal [ctb, cph], James Joseph Balamuta [ctb, cph], Sri Madhan M [ctb, cph], Zhuojin Liu [ctb, cph], Richèl Bilderbeek [ctb, cph], Chetan Pandey [ctb, cph], Nikolay Apanasov [ctb, cph] |
| Maintainer: | Ryan Curtin <ryan at ratml.org> |
| BugReports: | https://github.com/mlpack/mlpack/issues |
| License: | BSD_3_clause + file LICENSE |
| URL: | https://www.mlpack.org/doc/mlpack-git/r_documentation.html, https://github.com/mlpack/mlpack |
| NeedsCompilation: | yes |
| SystemRequirements: | A C++17 compiler. Version 8 or later of GCC will be fine. |
| Citation: | mlpack citation info |
| In views: | MachineLearning |
| CRAN checks: | mlpack results [issues need fixing before 2024-12-11] |
| Reference manual: | mlpack.pdf |
| Package source: | mlpack_4.5.0.tar.gz |
| Windows binaries: | r-devel: mlpack_4.5.0.zip, r-release: mlpack_4.5.0.zip, r-oldrel: mlpack_4.5.0.zip |
| macOS binaries: | r-release (arm64): mlpack_4.5.0.tgz, r-oldrel (arm64): mlpack_4.5.0.tgz, r-release (x86_64): mlpack_4.5.0.tgz, r-oldrel (x86_64): mlpack_4.5.0.tgz |
| Old sources: | mlpack archive |
| Reverse depends: | TreeDimensionTest |
| Reverse imports: | emstreeR, KMD, KPC |
| Reverse suggests: | FCPS, genieclust, ordr |
Please use the canonical form https://CRAN.R-project.org/package=mlpack to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.