Machine Learning 2024-2025

Professor Gian Antonio Susto

Guide for Jupyter installation: link

Run the following command in the terminal:

EXAM=a4fDe61d4F99! singularity run /nfsd/opt/sif-images/ML_notebook_v6.sif

Name		Name	Last commit message	Last commit date
Latest commit History 76 Commits
drive/MyDrive/AA24-25ML		drive/MyDrive/AA24-25ML
exams		exams
figures		figures
solutions		solutions
.gitignore		.gitignore
LAB0_p0.ipynb		LAB0_p0.ipynb
LAB0_p1.ipynb		LAB0_p1.ipynb
LAB1_p0_libraries.ipynb		LAB1_p0_libraries.ipynb
LAB1_p1_datavis.ipynb		LAB1_p1_datavis.ipynb
LAB1_p2_pca.ipynb		LAB1_p2_pca.ipynb
LAB2_linear_regression.ipynb		LAB2_linear_regression.ipynb
LAB3_lasso_GD.ipynb		LAB3_lasso_GD.ipynb
LAB4_knn_logisticreg.ipynb		LAB4_knn_logisticreg.ipynb
LAB5_decision_trees.ipynb		LAB5_decision_trees.ipynb
LAB6_unsupervised.ipynb		LAB6_unsupervised.ipynb
LAB7_NN1.ipynb		LAB7_NN1.ipynb
LAB8_NN2.ipynb		LAB8_NN2.ipynb
LAB9_XAI.ipynb		LAB9_XAI.ipynb
README.md		README.md
RECAP_LAB.ipynb		RECAP_LAB.ipynb
exam_simulation.ipynb		exam_simulation.ipynb
exam_utils.py		exam_utils.py
git_intro.ipynb		git_intro.ipynb
jupyter_docker_install.md		jupyter_docker_install.md
update.sh		update.sh
utils.py		utils.py

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