Top Deep Learning Projects A list of popular github projects related to deep learning (ranked by stars). Last Update: 2016.08.09 Project Name Stars Description TensorFlow 29622              Computation using data flow graphs for scalable machine lear…

最近在学深度学习相关的东西,在网上搜集到了一些不错的资料,现在汇总一下: Free Online Books  by Yoshua Bengio, Ian Goodfellow and Aaron Courville Neural Networks and Deep Learning42 by Michael Nielsen Deep Learning27 by Microsoft Research Deep Learning Tutorial23 by LISA lab, University…

1.谷歌Cloud Machine Learning平台简介: 机器学习的三要素是数据源.计算资源和模型.谷歌在这三个方面都有强大的支撑:谷歌不仅有种类丰富且数量庞大的数据资源,而且有强大的计算机群提供数据存储于数据运算能力,同时,还研究实现了TensorFlow这个机器学习.深度学习算法库.基于这些背景,谷歌也已经训练出了许多实用的可以应用于商业软件的模型,开发者可以直接调用相应的API来开发自己的商业软件. Google Cloud Machine Learning是一个管理平台,它集合了上…

https://github.com/beniz/deepdetect DeepDetect (http://www.deepdetect.com/) is a machine learning API and server written in C++11. It makes state of the art machine learning easy to work with and integrate into existing applications. DeepDetect relie…

##机器学习(Machine Learning)&深度学习(Deep Learning)资料(Chapter 2)---#####注:机器学习资料[篇目一](https://github.com/ty4z2008/Qix/blob/master/dl.md)共500条,[篇目二](https://github.com/ty4z2008/Qix/blob/master/dl2.md)开始更新------#####希望转载的朋友**一定要保留原文链接**,因为这个项目还在继续也在不定期更新．希望看到…

[https://github.com/ilblackdragon/tf_examples/blob/master/titanic.py] [keras 高层tensorflow] https://keras.io/getting-started/sequential-model-guide/ Scikit Flow封装了很多的TensorFlow的最新的API,并且将它们封装成了很类似于Scikit Learn API的样式.TensorFlow的核心即是基于构建与执行某个图,这是一个非常棒,…

原文地址:http://www.demnag.com/b/java-machine-learning-tools-libraries-cm570/?ref=dzone This is a list of 25 Java Machine learning tools & libraries. Weka has a collection of machine learning algorithms for data mining tasks. The algorithms can either be…

Introduction A lot of Machine Learning (ML) projects, amateur and professional, start with an aplomb. The early excitement with working on the dataset, answering the obvious & not so obvious questions & presenting the results are what everyone of…

DataFrame 表格基本操作 初始化 一并设置 index & columns 类似于倒排表,column相当于words. index就是doc id. df = pd.DataFrame([10, 20, 30, 40], columns=['numbers'], index=['a', 'b', 'c', 'd']) df Output:    numbers a 10 b 20 c 30 d 40 时间序列 index 以“月”为间隔单位. dates = pd.date_range…

最简单的办法 下载'20news-bydate.pkz', 放到C:\\Users\[Current user]\scikit_learn_data 下边就行. 实际上 scikit learning默认的路径是C:\\Users\[Current user]\scikit_learn_data 也可以添加环境变量'SCIKIT_LEARN_DATA', 程序会在环境变量设置的目录后加scikit_learn_data作为数据集存放的目录 不想用这两个目录的话,可以改site-package/s…