edwardbetts / mxm_k_means Goto Github PK
View Code? Open in Web Editor NEWThis project forked from masenf/mxm_k_means
parallel k-means clustering of musiXmatch dataset using mpi4py
This project forked from masenf/mxm_k_means
parallel k-means clustering of musiXmatch dataset using mpi4py
CSCI497b Data Mining Final Project by Masen Furer ================================== comments&questions: [email protected] I'll try to answer anything to the best of my knowledge. Finding word-genres. Presentation: http://prezi.com/lj95oj0tabk5/finding-word-genres/ Required software (I built all of these from source in my research): * Python 2.7 compiled with sqlite * numpy * OpenMPI * mpi4py Required data files: * http://labrosa.ee.columbia.edu/millionsong/sites/default/files/AdditionalFiles/mxm_dataset.db * http://labrosa.ee.columbia.edu/millionsong/sites/default/files/AdditionalFiles/track_metadata.db Included scripts: * get_tfidf.py - use this to preprocess the data. mxm_dataset.db --> mxm_tfidf.db * k_means_mpi.py - main clustering algorithm with mpi * k_means.py - sequential clustering algorithm * track_lookup.py - tool to look up metadata from track_metadata.db * progress.py - progress reporting for mpi4py Process: * first run the raw data through get_tfidf.py * run mpiexec -np 16 k_means_mpi.py k output_filename Notes: * database names are coded in the scripts * k_means.py was the original script which was morphed and modified into k_means_mpi.py. Therefore, a few optimizations were applied to k_means_mpi.py which did not find their way back into k_means.py * Use at your own risk
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.