Machine Learning with R on Amarel, part 7 (neural networks - nnet and h2o)
Ryan Womack, Data Librarian
Rutgers University - New Brunswick Libraries
https://ryanwomack.com
https://mastodon.social/@ryandata/
Screencast version of a workshop at Rutgers University.
This series describes working with a large dataset in R and applying basic machine learning analysis, in the context of working on the Amarel HPC cluster at Rutgers.
Part 7 discusses modeling with neural networks, demonstrating the nnet package and introducing h2o for more complex deep learning algorithms.
Related R materials at
https://libguide.rutgers.edu/data_R
Code at
https://github.com/ryandata/AmarelR