7 Best R Packages for Machine Learning - GeeksforGeeks
2024年9月4日 · R is being used in building machine learning models due to its flexibility, efficient packages, and the ability to perform deep learning models with integration to the cloud. Being an open-source language, all the packages are published on R with contributions from programmers around the world to make it more user friendly.
CRAN Task View: Machine Learning & Statistical Learning
2024年10月18日 · The h2o package implements a general purpose machine learning platform that has scalable implementations of many popular algorithms such as random forest, GBM, GLM (with elastic net regularization), and deep learning …
7 Best R Packages for Machine Learning - Online Tutorials Library
2023年8月8日 · R packages play an important role in enabling researchers, analysts, and developers to leverage the potential of machine learning in the dynamic field of data science. These programs offer a comprehensive collection of tools and functionalities that ease difficult data analysis processes, making them indispensable for industry experts.
15 Essential packages in R for Data Science - R-bloggers
2021年4月15日 · Thinking about machine learning then mlr3, this package is created for doing Machine Learning. It is also efficient, which supports Object-Oriented programming where ‘R6’ objects are being provided along with machine learning workflow. Lots of functionality, you can deal with clustering, regression, classification, and survival analysis, etc…
Top 15 R Language Libraries Every New Programmer Should Know
2024年10月2日 · In this article, we’ll walk you through the 15 best R libraries you need to know, explaining their uses and how they can make your coding journey smoother. So, whether you’re working on...
R Packages for AI and Machine Learning - Coursera
2024年3月22日 · 10 R packages for AI and machine learning. You can access various R packages and libraries to help you develop your artificial intelligence projects, including the following: 1. Tidyverse. The Tidyverse is a library that includes several useful packages such as ggplot2, which gives you the ability to graph your data, and tidyr for cleaning data ...
Machine Learning in R - Next Generation • mlr3
Efficient, object-oriented programming on the building blocks of machine learning. Provides R6 objects for tasks, learners, resamplings, and measures. The package is geared towards scalability and larger datasets by supporting parallelization and …
mlr3: Machine Learning in R - Next Generation - The Comprehensive R ...
mlr3: Machine Learning in R - Next Generation. Efficient, object-oriented programming on the building blocks of machine learning. Provides 'R6' objects for tasks, learners, resamplings, and measures.
mlr: Machine Learning in R - The Comprehensive R Archive …
mlr: Machine Learning in R. Interface to a large number of classification and regression techniques, including machine-readable parameter descriptions. There is also an experimental extension for survival analysis, clustering and general, example-specific cost-sensitive learning.
Best Machine Learning Libraries for R - Analytics Insight
2024年2月29日 · R has a rich and diverse set of libraries that provide various functions and features for machine learning, such as data manipulation, visualization, modeling, evaluation, and deployment. In this article, I will introduce some of the best machine-learning libraries for R and explain their main advantages and use cases.