liquidmetal/cuda-kmeans

Implementing a parallelized kmeans algorithm with Cuda

cuda-kmeans++

Implementing a parallelized kmeans algorithm with Cuda

Steps

Here are the tasks we need to go through

Step	Task	Status
1	Write a program to generate data given the number of clusters, number of points and number of dimensions	Done!
2	Write the non-parallel 2D kmeans algorithm and verify it against OpenCV's code	Done!
3	Extend code to n dimensions	Done!
4	(practice) Get Cuda working	Done!
5	(practice) Calculate the squares of an array of number using Cuda	Done!
6	(practice) Do gaussian blurring with Cuda + OpenCV
7	Figure out how to parallelize k-means with Cuda
8	Write parallel code for k-means with cuda / verify against non-parallel algorithm
9	Code cleanup and code review

References

A bunch of useful links / resources found on the internet