ksameersrk / hadoop-kmeans

Python implementation of k-means clustering algorithm in MapReduce.

hadoop-kmeans

Python implementation of k-means clustering algorithm in MapReduce.

1. Hadoop Installation
2. Dataset Creation
   1. createDataset.py
   2. Plot of data points
3. K-means Clustering Algorithm
   1. Instructions for running k-means in Cloudera
   2. run.sh & reader.py
      1. run.sh
      2. reader.py
   3. MapReduce
      1. mapper.py
      2. reducer.py
   4. Plot Representation