data_mining
Implementing data mining algorithms from scratch
Environment
Python: 3.7.x
Dependencies
Matplotlib: 3.0.x
Algorithms
- K-Means (Clustering)
- K-Medoids (Clustering)
- DBSCAN (Clustering)
- Apriori (Association Rule Mininig)
- Naive Bayesian Classifier (Classifiaction)
All of these are assorted in the Algos.py file
A test code comparing k-means and dbscan is written in the driver.py file
K-Means output
DBSCAN output
