View Code? Open in Web Editor
NEW
This project forked from abay439/big_data_algorithms
Implementation of big data algorithms (Association Mining, Classification, Prediction) from the scratch.
big_data_algorithms's Introduction
- Apriori Algorithm
- Simple Naive Bayes Classification
- Gaussian Naive Bayes Classification
- k-Nearest Neighbour Classification
- k-Means Clustering
- Simple Linear Regression
- Decision Tree (will be implementing soon)
- Minimum Maximum Normalization
- ZScore Normalization
- Binning by medians, means and boundaries
![alt text](https://raw.githubusercontent.com/karankharecha/Big_Data_Algorithms/master/output_files/k_means_clustering_test_2.png)
kNN classification output: (Dataset)
![alt text](https://raw.githubusercontent.com/karankharecha/Big_Data_Algorithms/master/output_files/knn_classification.png)
big_data_algorithms's People