/Clustering---KMeans

assignment-1-clustering-nedimazar created by GitHub Classroom

Primary LanguageJupyter Notebook

Assignment-01 - Nedim Azar

  • Notebooks are located in the modules directory.

  • Make sure to create a directory named datasets in the same directory as modules and name the datasets as chicago_taxi.csv, historical-weather.csv and finnish_location.txt

  • Notebook KMeans Driver is a demo of my implementation of KMeans and KMeans balanced.

  • Notebook Chicago Taxi deals with the Chicago Taxi dataset.

  • Notebook Finnish Location deals with the Finnish Location dataset.

  • Notebook Performance compares my KMeans and the one built into sklearn.

  • The file kmeans_output.txt contains a sample output of my implementation of KMeans.