Machine Learning with Julia
Contact
Prof. Dr. Claus Möbus
Room: A02 2-226
claus.moebus@uol.de
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Secretary
Manuela Wüstefeld
Room: A02 2-228
Tel: +49 441 / 798-4520
manuela.wuestefeld@uol.de
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Machine Learning with Julia
Machine Learning with Julia/Pluto.jl
These Julia/pluto scripts are inspired by the book Understanding Deep Learning of Simon J.D. Prince, MIT Press, 2024. While Prince published Python scripts in GitHub as to-be-fill-in skeletons for student exercises we develop complete Julia/Pluto scripts to explore the features of Julia and its packages - mainly LUX.jl - to construct neural nets.
- Intro
- Supervised Learning
- Shallow Neural Networks
- Shallow Neural Networks I
- Shallow Neural Networks II
- Shallow Network Regions: Julia/Pluto-UDL-Notebook 3.3
- Activation functions
- Deep Neural Networks