mlr3 and mlr3book
mlr3book is the official textbook and documentation resource for mlr3, serving as the primary educational complement to the core machine learning framework.
About mlr3
mlr-org/mlr3
mlr3: Machine Learning in R - next generation
This tool helps data scientists and analysts in R build and evaluate machine learning models for classification, regression, and survival analysis. You provide your dataset, and it helps you train models and understand how well they perform. This is for R users who need to conduct rigorous machine learning experiments.
About mlr3book
mlr-org/mlr3book
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
This is an online textbook that teaches you how to perform machine learning tasks using the 'mlr3' package in R. It takes your existing knowledge of data analysis and statistics and guides you through applying machine learning techniques. This resource is for data scientists, statisticians, or researchers who use R and want to build or improve their machine learning skills.
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