ADM : HomeWork 4

GitHub repository created to submit HomeWork 4 for Algorithmic Methods of Data Mining.

Work carried out by Group 4 consisting of the following members:

• Erica Capocello : 1862113
• Luca Mazzucco : 1997610

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Structure :

• Main file is HW_5.ipynb Notebook which contains the code related to:

       - Data Setup
       - Hashing
       - LSH: Local Sensitive Hasing
       - PCA: Principal Component Analysis
       - Clustering: K-Means, K-Means++, Hierarchical Clustering
       - Bonus Question.

• The module.py file contains functions needed for hashing tasks → preprocessing query_users.csv
• CommandLine_HW4.sh is the Command Line Question in .sh format.
• Algorithmic_Question.ipynb is the answer to the Algorithmic Question.