100 Best GitHub: Deep Learning

100 Best GitHub: Deep Learning


Deep Learning


See also:

100 Best MATLAB VideosDeep Learning & Dialog Systems | MATLAB & Dialog Systems 2010 | MATLAB & Dialog Systems 2011 | MATLAB & Dialog Systems 2012 | MATLAB & Dialog Systems 2013Software Meta Guide

deep-learning [100x Jul 2014]

  • rasmusbergpalm/DeepLearnToolbox .. Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
  • karpathy/convnetjs .. Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
  • nicholas-leonard/dp .. A deep learning library designed for streamlining research and development using the Torch7 distribution.
  • daemonmaker/DMPC .. Repository for experimenting with combining deep learning and model predictive control techniques.
  • woobe/deepr .. An R package to streamline the training, fine-tuning and predicting processes for deep learning based on ‘darch’ and ‘deepnet’.
  • RAMLab/deepbrains .. DeepBrains is a deep learning framework based on GO programming language and common machine learning hierarchical models.
  • colah/DL-Types-FP-posts .. Blog post exploring connection between Deep Learning, Types and Functional Programming
  • Misrab/deeplearning .. A collection of Go packages for Machine Learning, with an emphasis on Deep Learning
  • drshrey/deep_learning .. Playing around with the Alchemy API, and see what’s going on with Natural Language Processing and Deep Learning
  • hycis/pynet .. pynet is meant to be a flexible and modular deep learning framework base on theano.
  • Cysu/dlearn .. A deep learning Python module based on Theano.
  • zhaojunbo/paracel-SDAE .. The repo involves a Deep Learning method, Stacked Denoising Autoencoder. The repo exploits “paracel”, which is a new parallel computing framework.
  • DrDanRyan/ML-Framework .. A modular machine learning framework for Matlab with an emphasis on deep neural network models.
  • junku901/dnn .. Deep learning library for node.js. (Includes Logistic-Regression, MLP, RBM, DBN, CRBM, CDBN)
  • mimosavvy/PairsTradingDL .. Class project regarding a pairs trading strategy with deep learning and social information
  • xqcao/mywebapp .. Deep Learning is a new area of Machine Learning research, I share my deeper learning work overhere,
  • EderSantana/DeepEEG .. Deep learning for EEG analysis. This script was used to generate the results of the paper “Joint Optimization of Algorithmic Suites for EEG analysis” at EMBC 2014
  • samuel1208/UFLDL .. The solution of Andrew Unsupervised Feature Learning and Deep Learning
  • nibroc/SimpleSocket .. A simple non-production, hobby library for socket operations. This is intended as a learning project to deeply familiarize myself with unix sockets. It is not intended for real use.
  • daemonmaker/hedgehog .. Re-implementation of method in Playing Atari with Deep Reinforcement Learning paper.
  • chausler/deep .. some temporal RBM based models we’re playing with. Deep Learning ;-)
  • zewemli/DeepLearning .. An OpenCL implementation of Deep Belief Networks and Restricted Boltzmann Machines

hadoop eclipse插件编译

由于hadoop 0.20之后不再提供eclipse插件,只提供源码自己进行编译,这里介绍eclipse插件编译的方法(以hadoop2.4.1为例)。 首先下载hadoop2x-eclipse-plugin-master,https://github.com/winghc/hadoop2x-eclipse-plugin 打开eclipse,新建一个项目。 解压下载的hadoop2x-eclipse-plugin-master.zip,在src/contrib目录下将以下5个文件拷贝到项目中。 会看到错误信息。这里打开build.xml,用以下代码进行覆盖

<project default="jar" name="eclipse-plugin">
	<property name="jdk.home" value="/home/zhangjun/jdk1.8.0_20" />
	    <property name="hadoop.version" value="2.4.1" />
	    <property name="hadoop.home" value="/home/zhangjun/hadoop-2.4.1" />
	    <property name="eclipse.version" value="3.6.1" />
	    <property name="eclipse.home" value="/usr/lib64/eclipse" />
	    <property name="root" value="${basedir}" />
	    <property file="${root}/build.properties" />
	    <property name="name" value="${ant.project.name}" />
	    <property name="src.dir" location="${root}/src/java" />
	    <property name="build.contrib.dir" location="${root}/build/contrib" />
	    <property name="build.dir" location="${build.contrib.dir}/${name}" />
	    <property name="build.classes" location="${build.dir}/classes" />
	    <!-- all jars together -->
	    <property name="javac.deprecation" value="off" />
	    <property name="javac.debug" value="on" />
	    <property name="build.encoding" value="ISO-8859-1" />
	    <path id="eclipse-sdk-jars">
	        <fileset dir="${eclipse.home}/plugins/">
	            <include name="org.eclipse.ui*.jar" />
	            <include name="org.eclipse.jdt*.jar" />
	            <include name="org.eclipse.core*.jar" />
	            <include name="org.eclipse.equinox*.jar" />
	            <include name="org.eclipse.debug*.jar" />
	            <include name="org.eclipse.osgi*.jar" />
	            <include name="org.eclipse.swt*.jar" />
	            <include name="org.eclipse.jface*.jar" />
	            <include name="org.eclipse.team.cvs.ssh2*.jar" />
	            <include name="com.jcraft.jsch*.jar" />
	    	<fileset dir ="${eclipse.home}/dropins/jdt/plugins/">
	    	  <include name="org.eclipse.ui*.jar"/>
	    	  <include name="org.eclipse.jdt*.jar"/>
	    	  <include name="org.eclipse.core*.jar"/>
	    	  <include name="org.eclipse.equinox*.jar"/>
	    	  <include name="org.eclipse.debug*.jar"/>
	    	  <include name="org.eclipse.osgi*.jar"/>
	    	  <include name="org.eclipse.swt*.jar"/>
	    	  <include name="org.eclipse.jface*.jar"/>
	    	  <include name="org.eclipse.team.cvs.ssh2*.jar"/>
	    	  <include name="com.jcraft.jsch*.jar"/>
	    	<fileset dir ="${eclipse.home}/dropins/sdk/plugins/">
	    	  <include name="org.eclipse.ui*.jar"/>
	    	  <include name="org.eclipse.jdt*.jar"/>
	    	  <include name="org.eclipse.core*.jar"/>
	    	  <include name="org.eclipse.equinox*.jar"/>
	    	  <include name="org.eclipse.debug*.jar"/>
	    	  <include name="org.eclipse.osgi*.jar"/>
	    	  <include name="org.eclipse.swt*.jar"/>
	    	  <include name="org.eclipse.jface*.jar"/>
	    	  <include name="org.eclipse.team.cvs.ssh2*.jar"/>
	    	  <include name="com.jcraft.jsch*.jar"/>
	    <path id="project-jars">
	        <fileset file="${build.dir}/lib/*.jar" />
	    <target name="init" unless="skip.contrib">
	        <echo message="contrib: ${name}" />
	        <mkdir dir="${build.dir}" />
	        <mkdir dir="${build.classes}" />
	        <mkdir dir="${build.dir}/lib" />
	        <copy todir="${build.dir}/lib/" verbose="true">
	            <fileset dir="${hadoop.home}/share/hadoop/mapreduce">
	                <include name="hadoop*.jar" />
	                <exclude name="*test*"/>
	                <exclude name="*example*"/>
	            <fileset dir="${hadoop.home}/share/hadoop/common">
	                <include name="hadoop*.jar" />
	                <exclude name="*test*"/>
	                <exclude name="*example*"/>
	            <fileset dir="${hadoop.home}/share/hadoop/hdfs">
	                <include name="hadoop*.jar" />
	                <exclude name="*test*"/>
	                <exclude name="*example*"/>
	            <fileset dir="${hadoop.home}/share/hadoop/yarn">
	                <include name="hadoop*.jar" />
	                <exclude name="*test*"/>
	                <exclude name="*example*"/>
	            <fileset dir="${hadoop.home}/share/hadoop/common/lib">
	                <include name="protobuf-java-*.jar" />
	                <include name="log4j-*.jar" />
	                <include name="commons-cli-*.jar" />
	                <include name="commons-collections-*.jar" />
	                <include name="commons-configuration-*.jar" />
	                <include name="commons-lang-*.jar" />
	                <include name="jackson-core-asl-*.jar" />
	                <include name="jackson-mapper-asl-*.jar" />
	                <include name="slf4j-log4j12-*.jar" />
	                <include name="slf4j-api-*.jar" />
	                <include name="guava-*.jar" />
	                <include name="hadoop-annotations-*.jar" />
	                <include name="hadoop-auth-*.jar" />
	                <include name="commons-cli-*.jar" />
	                <include name="netty-*.jar" />
	    <target name="compile" depends="init" unless="skip.contrib">
	        <echo message="contrib: ${name}" />
	        <javac fork="true"  executable="${jdk.home}/bin/javac" encoding="${build.encoding}" srcdir="${src.dir}" includes="**/*.java" destdir="${build.classes}" debug="${javac.debug}" deprecation="${javac.deprecation}" includeantruntime="on">
	            <classpath refid="eclipse-sdk-jars" />
	            <classpath refid="project-jars" />
	    <target name="jar" depends="compile" unless="skip.contrib">
	        <pathconvert property="mf.classpath" pathsep=",lib/">
	            <path refid="project-jars" />
	            <flattenmapper />
	        <jar jarfile="${build.dir}/hadoop-${hadoop.version}-eclipse-${eclipse.version}-plugin.jar" manifest="${root}/META-INF/MANIFEST.MF">
	                <attribute name="Bundle-ClassPath" value="classes/,lib/${mf.classpath}" />
	            <fileset dir="${build.dir}" includes="classes/ lib/" />
	            <fileset dir="${root}" includes="resources/ plugin.xml" />
	    <target name="clean">
	        <echo message="contrib: ${name}" />
	        <delete dir="${build.dir}" />

在build.xml中单击右键,选择run AS,选择ant build(这里第一次编译出错,参考参考链接3进行了修改)。就会发现项目中多了一个build文件夹。     参考链接: 1、http://www.cnblogs.com/zxub/p/3884030.html 2、http://f.dataguru.cn/thread-356629-1-1.html 3、http://stackoverflow.com/questions/18806784/hadoop-1-2-1-plug-in-with-eclipse-indigo-3-7-2-ubuntu-12-04-error

vim 命令

假设要切换的文件名为 ne.c

:ex ne.c


yy   "复制光标所在行。或大写一个Y。
2yy  "复制两行。
y^   "复制至行首,或y0。不含游标所在处字元。
y$   "复制至行尾。含游标所在处字元。(注意跟y^的区别)
yw   "复制一个单词(word)。
y2w  "复制两个字(单词)。
yG   "复制至档尾。
y1G  "复制至档首。
p    "小写p,贴至光标后(下)。
P    "大写P,贴至光标前(上)。


"ayy    "复制一行
"a3yy   "复制3行
"ap     "粘贴至光标后(下)