A parallelised implementation of the K-means clustering algorithm using C Pthreads and separately using OpenMP specification for C

An award-winning Adobe After Effects plugin that creates Islamic star pattern-style animations using the Hankin's polygons-in-contact algorithm. Colors for animations are generated from an Image dataset through k-means clustering.

An implementation of the K Means Clustering ML Algorithm in C language using OpenMP

Implementation in C of a custom k-means for clouds detection in satellite images.

2019～2020学年第2学期《并行程序设计》课程设计

Kmeans clustering using c , openmp , cuda and mpi program

A k-means algorithm implementation to c language.

Cloud detection in optical satellite images

Parallellization of the Kmeans algorithm with OpenMP

The repository includes the code for serial and parallel K Means using CUDA and MPI for Image Compression.

Implementation of K-Means clustering algorithm from scratch. Parallelization of clustering algorithm across multiple nodes using OpenMP and MPI to reduce clustering time on a huge dataset. Also performance analysis of multiple approaches used and their comparison.

Parallelized versions of popular Machine Learning algorithms, written in C using (mostly) the OpenMP API.

Approximative Linear t-SNE using k-Means. Master thesis at the research group Data Mining, University of Vienna, Spring 2021.

Image Segmentation using K-means

K-Means Clustering Algorithm visualized using OpenGL with an extensible interface.

kMeans clustering with MPI and OpenCL

Parallel k-means implementation using OpenMP

Algos de machine learning

Código desenvolvido como parte da avaliação da disciplina Algoritmos e Programação de Computadores (113476) com o professor Vinícius Ruela Pereira Borges do departamento de Ciência da computação da Universidade de Brasília no primeiro semestre de 2018, desenvolvido pelo estudante Felipe Luís Pinheiro.