arthur0804 / DataMining

some scripts for the 690 Data Mining class

Data Mining

This repo is for the INLS 690 Data Mining class at SILS, UNC, 2019 Spring. It includes implementations of some data mining techniques or algorithms, assignments, and a course project.

Algorithm Implementations

1. Itemset

Apriori, FP-growth

2. Matrix

SVD, PCA

3. Sequence

Markov Chain, HMM

Assignments

1. word pair mining and spelling correction

Course Projects