资 源 简 介
Please be noted, this implementation is only compatible with the latest Hadoop release 0.21
BigO is a set of tools upscales key learning algorithms
using multiplicative methods
Implementation details will be available soon (we are going to submit a conference paper)
Song Liu, Peter Flach, Nello Cristianini, Generic Multiplicative Methods for Implementing Machine Learning Algorithms on MapReduce, HPDC ’11 submission, 2011
Algorithms Adapted
With Examples:
Non-Negative Matrix Factorization, KMeans,
Comming Soon:
Support Vector Machines, PageRank
Latest News
BigO 0.2 Release ONLINE!
