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 …
R Packages for AI and Machine Learning - Coursera
2024年3月22日 · Learn about the various packages available in R to help with your artificial intelligence and machine learning projects. Programming languages offer tools known as libraries and packages to help simplify the process of performing programming tasks.
Machine Learning in R - Next Generation • mlr3
Efficient, object-oriented programming on the building blocks of machine learning. Successor of mlr. We have written a book. This should be the central entry point to the package. The mlr-org website includes for example a gallery with case studies.
An Overview of 20 Statistical & Machine Learning R Packages
2023年6月20日 · glmnet is used for fitting generalized linear models with regularization. It provides algorithms for ridge regression, lasso regression, logistic regression (binary/multinomial), Poisson models,...
mlr3: Machine Learning in R - Next Generation - The Comprehensive R ...
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 …
7 Best R Packages for Machine Learning - Online Tutorials Library
2023年8月8日 · In this article, we looked at the top seven R packages for machine learning and evaluated their importance in data science. By utilizing these packages, we can realize R's full potential for developing sophisticated machine-learning models.
21 Best R Machine learning Packages - Dunebook
2020年2月10日 · R Machine Learning Packages are known as collection of pre-written codes that are reuseable. They are identified as black boxes in R. In this article, we have come with 21 interesting and top R machine learning packages for you.
Top R Packages for Machine Learning - KDnuggets
2017年1月6日 · Top R Packages for Machine Learning. What are the most popular ML packages? Let's look at a ranking based on package downloads and social website activity.
Essential R Machine Learning Packages: Your Hands-On Guide
2023年9月7日 · Machine learning packages in R are collections of functions and tools that can help you perform machine learning tasks in R. They can simplify your code, save time, and improve your results. R has many machine learning packages, each with …