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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: | 4.5.1 |
| 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: | 2024-12-05 |
| 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], Sri Madhan M [ctb, cph], Zhuojin Liu [ctb, cph], Richèl Bilderbeek [ctb, cph], Chetan Pandey [ctb, cph], Nikolay Apanasov [ctb, cph], Martin Lambertsen [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/user/bindings/r.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 |
| Reference manual: | mlpack.pdf |
| Package source: | mlpack_4.5.1.tar.gz |
| Windows binaries: | r-devel: mlpack_4.5.1.zip, r-release: mlpack_4.5.1.zip, r-oldrel: mlpack_4.5.1.zip |
| macOS binaries: | r-release (arm64): mlpack_4.5.1.tgz, r-oldrel (arm64): mlpack_4.5.1.tgz, r-release (x86_64): mlpack_4.5.1.tgz, r-oldrel (x86_64): mlpack_4.5.1.tgz |
| Old sources: | mlpack archive |
| Reverse depends: | TreeDimensionTest |
| Reverse imports: | emstreeR, KMD, KPC |
| Reverse suggests: | FCPS, genieclust, ordr |
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These binaries (installable software) and packages are in development.
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