GitHub - NeilP211/InfoML

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
1installpackages.ipynb		1installpackages.ipynb
LICENSE		LICENSE
README		README
algo1.ipynb		algo1.ipynb
algo10.ipynb		algo10.ipynb
algo12.ipynb		algo12.ipynb
algo13.ipynb		algo13.ipynb
algo2.ipynb		algo2.ipynb
algo3.ipynb		algo3.ipynb
algo4.ipynb		algo4.ipynb
algo5.ipynb		algo5.ipynb
algo5improved.ipynb		algo5improved.ipynb
algo6.ipynb		algo6.ipynb
algo7.ipynb		algo7.ipynb
algo8.ipynb		algo8.ipynb
algo9.ipynb		algo9.ipynb
car_evaluation.csv		car_evaluation.csv
iris.csv		iris.csv
nxor.csv		nxor.csv
titanic_train.csv		titanic_train.csv

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The following files contain Jupyter notebooks implementing the algorithms described in G. Friedland: "Information-Driven Machine Learning: Data Science as an Engineering Discipline", Springer-Nature, December 2023, ISBN: 978-3031394768.

Electronic versions of the book are available here:

English: https://link.springer.com/book/10.1007/978-3-031-39477-5

German: https://link.springer.com/book/10.1007/978-3-031-56274-7

The notebooks have been created from scratch by Neil Patel (NeilP211). They are released under the CC0 license as outlined in LICENSE.