mlr3 and mlr3torch
mlr3torch is a specialized extension package that adds deep learning capabilities via PyTorch to mlr3's unified machine learning framework, making them complements designed to be used together rather than alternatives.
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 mlr3torch
mlr-org/mlr3torch
Deep learning framework for the mlr3 ecosystem based on torch
This tool helps data scientists and machine learning engineers working in R to build, train, and evaluate deep learning models more easily. It takes various types of data, including tabular and image data (as 'lazy_tensors'), and outputs trained deep learning models ready for making predictions. This is for professionals who need to apply deep learning in R without getting bogged down in low-level details.
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