MXNet是一个支持多种编程语言的机器学习库,使用MXNet可以方便地实现机器学习算法,尤其是深度神经网络.通过嵌入在宿主语言中,它将声明式符号表达与命令式张量计算相结合.它提供自动求导以计算梯度.MXNet具有高效的计算和存储操作,可运行在从移动设备到分布式GPU集群的各种异构系统上.MXNet的源代码可以在这里获得. 本文描述了MXNet的API设计和系统实现,并解释了如何以统一的方式处理符号表达式和张量操作的嵌入.我们的初步实验揭示了使用多GPU机器训练的大规模深度神经网络的应是有希望的.…
[翻译] TensorFlow 分布式之论文篇 "TensorFlow : Large-Scale Machine Learning on Heterogeneous Distributed Systems" 目录 [翻译] TensorFlow 分布式之论文篇 "TensorFlow : Large-Scale Machine Learning on Heterogeneous Distributed Systems" 1. 原文摘要 2. 编程模型和基本概念 2…
download.microsoft.com/download/0/9/6/096170E9-23A2.../9780735698178.pdf   Microsoft Azure Essentials Azure Machine Learning http://spark.apache.org/docs/latest/ml-guide.html http://scikit-learn.org/dev/_downloads/scikit-learn-docs.pdf http://scikit-…
最近因为项目需要,看了看机器学习方面的东西.Google一番,发现Shark正是朕需要的东西.于是准备按官方文档来使用它了.但是官方文档只有怎么生成静态库,并没有在QT里引用的sample. 废话不多说,直接上步骤: 首先,环境:  Ubuntu 16.04,Qt5.7,shark 3.1.3 在开始编译安装shark之前,先安装其所依赖的其他组件: sudo apt-get install cmake cmake-curses-gui libatlas-base-dev libboost-al…
https://www.quora.com/How-do-I-learn-machine-learning-1?redirected_qid=6578644   How Can I Learn X? Learning Machine Learning Learning About Computer Science Educational Resources Advice Artificial Intelligence How-to Question Learning New Things Lea…
昨天总结了深度学习的资料,今天把机器学习的资料也总结一下(友情提示:有些网站需要"科学上网"^_^) 推荐几本好书: 1.Pattern Recognition and Machine Learning (by Hastie, Tibshirani, and Friedman's ) 2.Elements of Statistical Learning(by Bishop's) 这两本是英文的,但是非常全,第一本需要有一定的数学基础,第可以先看第二本.如果看英文觉得吃力,推荐看一下下面…
转自:机器学习(Machine Learning)&深度学习(Deep Learning)资料 <Brief History of Machine Learning> 介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机.神经网络.决策树.SVM.Adaboost到随机森林.Deep Learning. <Deep Learning in Neural Networks: An Overview> 介绍:这是瑞士人工智能实验室Jurgen Schmidhuber写的最…
<Brief History of Machine Learning> 介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机.神经网络.决策树.SVM.Adaboost到随机森林.Deep Learning. <Deep Learning in Neural Networks: An Overview> 介绍:这是瑞士人工智能实验室Jurgen Schmidhuber写的最新版本<神经网络与深度学习综述>本综述的特点是以时间排序,从1940年开始讲起,到60-80…
from: http://www.erogol.com/broad-view-machine-learning-libraries/ http://www.slideshare.net/VincenzoLomonaco/deep-learning-libraries-and-rst-experiments-with-theano FEBRUARY 6, 2014 EREN 1 COMMENT Especially, with the advent of many different and in…
17 Great Machine Learning Libraries 08 October 2013 After wonderful feedback on my previous post on Scikit-learn from the guys at /r/MachineLearning, I decided to collect the list of machine learning libraries into this seperate note. Let me know if…