jybxie123 / dm_proj_clustering

Data Mining Project

Running the project

It is a group project, we generate different folders to run the experiments, so we have multiple methods to run

For K-Means and K-Means++

1. run: Kmeans_KmeansPlus.ipynb

For K-Medians and K-Medoids

1. run: KMedians_and_KMedoids/KMedians/KMedians.ipynb
2. run: KMedians_and_KMedoids/KMedoids/KMedoids.ipynb

For Minibatch-K-Means

1. run: minibatch.ipynb

For VectorDatabaseIndexing

1. run:

python IVF/Index_IVF/*.py

For K-Prototype

1. run:

python k-prototype.py