Small data mining and machine learning program for data analytics
- Apriori with improvments
- DecisionTree classification Algorithm
- DBSCAN clustering
- FPGrowth algorithm for fp tree making
- Kmeans clustering with n dimensional dataset with visualization with matplotlib
- Linear Regression with Higher order
- Cost function minimization with different optimazation techinique
- Principal Component Analysis
- Maximal-Margin Classifier with Support Vector Machine
- Smoothing techiniques for time series data