GitHub - FlorianMarquardt/MachineLearningThreeEasyLessons

This is the repo for the ML in three easy lessons by F.M.

Thanks to Gary Steele for pointing me to jupyter-book ! And of course, thanks to the jupyter-book contributors.

Also, thanks to all the students who were asking good questions.

For the slide show that went along this jupyter book in the lecture, see the file 2025_09_Italy_ML_Three_Easy_Lessons.key in this directory.

Name		Name	Last commit message	Last commit date
.github/workflows		.github/workflows
_build/html		_build/html
2024_09_CurveFittingViaNeuralNetwork.ipynb		2024_09_CurveFittingViaNeuralNetwork.ipynb
2024_09_FAQ_ML.ipynb		2024_09_FAQ_ML.ipynb
2024_09_ML_Three_Easy_Lessons_Marquardt.pdf		2024_09_ML_Three_Easy_Lessons_Marquardt.pdf
2024_09_MinimizeEnergy.ipynb		2024_09_MinimizeEnergy.ipynb
2024_09_NewOutlook.ipynb		2024_09_NewOutlook.ipynb
2024_09_Trieste_Duffing_Example.ipynb		2024_09_Trieste_Duffing_Example.ipynb
2025_09_Italy_ML_Three_Easy_Lessons.key		2025_09_Italy_ML_Three_Easy_Lessons.key
README.md		README.md
_config.yml		_config.yml
_toc.yml		_toc.yml
chain_figure.jpg		chain_figure.jpg
conv_network.jpg		conv_network.jpg
intro.md		intro.md
logo.png		logo.png
network_structure.jpg		network_structure.jpg
references.bib		references.bib
requirements.txt		requirements.txt

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