juliusberner

Lecture on deep learning implementations

Teaching material for the "Deep Learning" lecture at University of Vienna, 06/07/21.

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Some deep learning frameworks:

• most used in research: TensorFlow (TF), PyTorch (we will focus on TF today)

juliusberner

Tutorials for Machine Learning in Physics VDSP-ESI Winter School 2020

Teaching Material for the Machine Learning in Physics VDSP-ESI Winter School 2020.

Monday:

1. Introduction to important ML libraries
2. From scikit-learn to TensorFlow and PyTorch via SVM (TensorFlow playground)

Tuesday:

1. How we do repeatable scientific ML experiments (project template, visualization of a CNN, introduction to different types of convolutions in DL)