面向大数据环境的大规模机器学习工具研究综述

A Review of Large-scale Machine Learning Tools for Big Data Environments

随着大数据时代的到来,构建大数据下的机器学习系统会更加复杂和困难。开源机器学习工具的使用成为学术界和产业界关注的热点。对当前国内外主流机器学习工具进行研究和分析,总结各机器学习工具优缺点,为机器学习研究者和开发人员提供参考。

With the advent of the era of big data,the construction of machine learning systems based on big data will become more com⁃plex and difficult.The use of open source machine learning tools has become a hot topic of concern in academia and industry.This pa⁃per studies and analyzes the mainstream machine learning tools at home and abroad,summarizes the advantages and disadvantages of each machine learning tool,and provides useful references for the research and developers of machine learning.