This Python script performs clustering analysis on a dataset using various clustering algorithms and evaluates the results. The script is designed for datasets with different data representations and feature types. It applies the following clustering algorithms: K-Means, Gaussian Mixture Model (GMM), Hierarchical Clustering, and Louvain Community Detection.
Before using this script, ensure that you have the following dependencies installed:
- numpy
- plotly
- pandas
You can install these dependencies using pip:
pip install numpy plotly pandas