pdebartol / aml-lecture-notes

Advanced Machine Learning course at ETH Zürich Fall 2020

Advanced Machine Learning Lecture Notes Fall 2020

@pierobartolo and @MirkoDeVita98 co-authored these lectures notes for the Advanced Machine Learning course at ETH Zürich. @lucidBrot collected changes from their two repositories, as well as from @advilema and combined them in one repository.

You have all the rights to fork this repository and build upon it as long as you give credits to the authors.

Access

To pull the notes to your local computer you must first clone the repository. In the terminal, navigate to the root directory where you'd like the notes to be located and enter:

git clone https://github.com/pierobartolo/AML-Lecture-Notes
cd AML-Lecture-Notes

You will see a series of .tex files in this folder, which are the latex source files broken down by lecture. To read the files as a pdf, you must compile them with the following command:

pdflatex lecture_x

Once compiled, you should see lecture_x.pdf.

To build all the files at once, you can do (Windows Cygwin. I assume you'd know how to do this if you are on linux):

for i in *.tex; do /cygdrive/f/Programme/MiKTeX_20.11/miktex/bin/x64/pdflatex -halt-on-error -output-directory pdf "$i" ; done