siddheshk / faster-kmeans Goto Github PK
View Code? Open in Web Editor NEWCode for a faster K-means clustering heuristic
Code for a faster K-means clustering heuristic
Hi~
I unzipped the *.zip files and got several kinds of files (some with txt extension, and others no extension at all). Would you please tell me how to read these files into pointList that the algorithm needs. Thank you!
Hi,
included these lines in your code heuristicenhanced_kmeans.py:
pointList = loadDataset("Dataset/covtype.data/covtype.data",",")
Kmeans(16, pointList, 0.01, 20, initialCentroids=None)
Should i add any other function(may be main) to get the required results?
Also what are the suggested values of k, kmeansThreshold, centroidsToRemember
While result of SKlearn's K_means_elkan is all the same however much times you try.
So it's what caused the result of kpp.py+triangleInequality.py changable.
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.