Introduction to the Machine Learning Libraries

Thu, Apr 8, 2021, 4:30 pm to 6:00 pm
Princeton Research Computing

The Princeton HPC clusters offer several machine learning (ML) software libraries. Some are straightforward to use while others need to be installed and are highly configurable. Additional complications arise with multi-threading and/or GPUs. This workshop will show participants how to get started with various ML libraries and how to use these libraries optimally on the HPC clusters. We will cover PyTorch, TensorFlow, Spark, MATLAB, NVIDIA Rapids, R, Julia and more. Note that the emphasis is pragmatic and entirely on the libraries themselves, with little discussion of ML theory.

This workshop has some prerequisites -- see the registration website for details.

Register here.




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To request accommodations for this or any event, please contact the organizer or James M. Van Wyck at [,] at least 3 working days prior to the event.