v1.4

v1.4#

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  • Update exercices and precise questions

  • Add silhouette score

  • Handle error

  • Update descriptions

  • Update project description

v1.3#

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  • Separate installation page

  • Correct errors and remove installation instructions from practicals

  • Add examples of recommendation system with sample data

  • Add diagram to explain recommendation

  • Add example on visualization

  • Add example on ipywidgets and user interaction

  • Update requirements.txt

v1.2#

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  • Update project description

  • Add more Pandas functions

  • Add more examples of ConfusionMatrixDisplay

  • Add detailed examples of RFC and decision trees

  • Indent code using black

  • Add additional exercise

  • Correct errors

  • Update MLPClassifier and SVM classifier examples

  • Add detailed example on Perceptron

  • Move supplementary exercises and update links

v1.1#

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  • Add support for Jupyterbook

  • Correct link, title, errors, command

  • Update notebooks

  • Delete markdown files

  • Update Projet

  • Format code using black

  • Add exercises

  • Update requirements

  • Add reference

  • Add link to examples

  • Update exercises to include Numpy

  • Add mathjax for using Mathematical formulas (LaTeX)

  • Add instruction to install package

  • Add more notebooks to test

  • Create basic Python (Jupyter) Github action

  • Update Zenodo link

  • Update links

v1.0#

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English#

Academic year: 2020-2021

  • Add exercises for the practical sessions and project of Data Mining

Français#

Année: 2020-2021

  • Sujets de travaux pratiques et de projet de Data Mining

Contents