俺这是9时区设置,8时区的话,请自行修改

修改lifestream\themes\default\main.inc.php

主要需要修改5个地方, today  yesterday  以及下面3个timestamp

[code lang="php"]

<?php
$day = '';
if (count($events))
{
$today = date('m d Y', time() - 54000);
$yesterday = date('m d Y', time() -140400);
if ($has_paging)
{
if ($has_prev_page) {
echo '<p><a href="' . $lifestream->get_previous_page_url($page) .

'">Newer Entries</a></p>';
}
}
?>
<table>
<?php
foreach ($events as $event)
{
$timestamp = $event->get_date();
if ($today == date('m d Y', $timestamp -32400)) $this_day = $lifestream->__('Today');
else if ($yesterday == date('m d Y', $timestamp-32400)) $this_day = $lifestream->__('Yesterday');
else $this_day = $lifestream->__(ucfirst(htmlentities(date($lifestream->get_option('day_format'),

$timestamp-82400))));
if ($day != $this_day)
{
?>
<tr>
<th colspan="2">
<h2><?php echo $this_day; ?></h2>
</th>
</tr>
<?php
$day = $this_day;
}
..............
[/code]

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Karmasphere Studio for Hadoop is a MapReduce development environment (IDE) based on NetBeans. It enables you to rapidly prototype MapReduce jobs without the need for a cluster, and to deploy, monitor and debug jobs on Hadoop clusters or Amazon Elastic MapReduce clusters, all from within a graphical desktop IDE.

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实现效果:
一.以twitter为中心散布出去
二.必须要有ssh
三.读取twitter的xml然后散布
四.目前可以散布到饭否,ping.fm
五.可以借鉴ping.fm散布到豆瓣广播
六.可以把饭否有人@你id 发消息提示回twitter

现在twitter已经成为主力 IM + 提醒 + 应用 了，只开twitter的客户端即可，以twitter为中心散布出去，有实时提醒功能，比如大家可以利用twitterfeed.com之类的来做一个rss的订阅提醒，或者自己写一个python的自动订阅更新提醒

待考虑功能：既然有bot就可以做出来一些bot功能
http://twitter.pbwiki.com/Bots
这有一些bot应用

前期准备
1.发twitter消息到ping.fm,需要 http://code.google.com/p/pyngfm/
2.需要python2.6以上版本 因为五 中 那个format代码实现的问题 lol 俺实在没啥好办法鸟

二.必须要有ssh
主要是用crontab的每隔多久执行一次程序的功能
我是用2分钟一次的，至今还没被饭否和twitter封ip.
解决办法：
1.自己有机器挂着最好
2.如果有dreamhost账户的话，可以用dreamhost的ssh……不过小心被封……

四.发twitter消息到饭否的代码
last.txt 需要手动建立，然后编辑添加某条消息的id值 这样以后更新只会更新至此，然后把最新的id写入last.txt

#!/usr/bin/python
from xml.dom.minidom import parseString
import urllib2
import urllib
import sys
def post_to_fanfou(msg):
    url = 'http://api.fanfou.com/statuses/update.xml'
    data = urllib.urlencode({'status':msg})
    req = urllib2.Request(url,data)
    username = 'jimey'
    password = 'password'
    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)
    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    response = urllib2.urlopen(req)
def main():
    f = open('last.txt','r')
    maxid = int(f.read())
    f.close()
    if maxid < 1166717326:
        print 'error'
        sys.exit(-1)
    params = urllib.urlencode({'since_id':maxid})
    url = ";http://twitter.com/statuses/user_timeline/jimey.xml?%s";
    username = 'jimey'
    password = 'password'
    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)
    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    f = urllib2.urlopen(url % params)
    xmltext = f.read()
    dom = parseString(xmltext)
    statuses = dom.childNodes[0]
    messages = []
    s = 0
    for node in statuses.childNodes:
        if node.nodeName == 'status':
            status = node
            for snode in status.childNodes:
                if snode.nodeName == 'id':
                    n = int(snode.childNodes[0].nodeValue)
                    if n > maxid:
                        maxid = n
                elif snode.nodeName == 'text' and snode.childNodes[0].nodeValue[0:2] != 'RT' and snode.childNodes[0].nodeValue[0] != '@':
                    messages.append(snode.childNodes[0].nodeValue.encode('utf-8'))
    while len(messages) > 0:
        post_to_fanfou(messages.pop())
        s = s + 1
    f = open('last.txt','w')
    f.write(str(maxid))
    f.close()
if __name__ == ";__main__";:
    main() 

四.2 发twitter消息到饭否+ping.fm的代码

需要在ping.fm申请2个API KEY  分别是

pfm.setApiKey(‘************************’)  = Application API Key

pfm.setUserAppKey(‘*********************************’) = own Ping.fm Application Key.

#!/usr/bin/python
from xml.dom.minidom import parseString
import urllib2
import urllib
import sys
from pyngfm import PyngFM 

def post_to_fanfou(msg):
    pfm = PyngFM() 

    pfm.setApiKey('************************')
    pfm.setUserAppKey('*********************************') 

    pfm.user_post('default','%s'%msg)
    url = 'http://api.fanfou.com/statuses/update.xml'
    data = urllib.urlencode({'status':msg})
    req = urllib2.Request(url,data)
    username = 'jimey'
    password = 'password'
    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)
    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    response = urllib2.urlopen(req)
def main():
    f = open('last.txt','r')
    maxid = int(f.read())
    f.close()
    if maxid < 1166717326:
        print 'error'
        sys.exit(-1)
    params = urllib.urlencode({'since_id':maxid})
    url = ";http://twitter.com/statuses/user_timeline/jimey.xml?%s";
    username = 'jimey'
    password = 'password'
    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)
    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    f = urllib2.urlopen(url % params)
    xmltext = f.read()
    dom = parseString(xmltext)
    statuses = dom.childNodes[0]
    messages = []
    s = 0
    for node in statuses.childNodes:
        if node.nodeName == 'status':
            status = node
            for snode in status.childNodes:
                if snode.nodeName == 'id':
                    n = int(snode.childNodes[0].nodeValue)
                    if n > maxid:
                        maxid = n
                elif snode.nodeName == 'text' and snode.childNodes[0].nodeValue[0:2] != 'RT' and snode.childNodes[0].nodeValue[0] != '@':
                    messages.append(snode.childNodes[0].nodeValue.encode('utf-8'))
    while len(messages) > 0:
        post_to_fanfou(messages.pop())
        s = s + 1
    f = open('last.txt','w')
    f.write(str(maxid))
    f.close()
if __name__ == ";__main__";:
    main() 

五 . 发ping.fm消息到豆瓣广播

http://www.douban.com/group/topic/4604950/

六.如果有人在饭否回复你，在twitter注册个马甲帐号然后把饭否回复人的id和饭否回复的内容一块发到twitter去，由于你真身帐号已经加了这个马甲帐号的好友，所以在那马甲帐号发消息的时候会有 @饭否id  如果你饭否id和twitter的id是一样的话，比如我用twhirl会有声音提示，如果含有@id 这样的消息出现的话

#!/usr/bin/python2.6
# -*- coding: utf-8 -*-
'''
Created on 2009-4-2
@author: jimey
'''
from xml.dom.minidom import parseString
import urllib2
import urllib
import sys
import twitter
import sys
reload(sys)
sys.setdefaultencoding('utf-8')
def main():
    f = open('/home/jimey/fanfou/fanfoulast.txt','r')
    maxid = str(f.read())
    params = urllib.urlencode({'since_id':maxid})
    url = ";http://api.fanfou.com/statuses/replies.xml?%s";
    username = 'jimey'
    password = 'password'
    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)
    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    f = urllib2.urlopen(url % params)
    xmltext = f.read()
    dom = parseString(xmltext)
    statuses = dom.childNodes[0]
    id = []
    messages = []
    name = []
    content = []
    for node in statuses.childNodes:
        if node.nodeName == 'status':
            status = node
            for snode in status.childNodes:
                if snode.nodeName == 'id':
                   id.append(snode.childNodes[0].nodeValue)
                elif snode.nodeName == 'text':
                    messages.append(snode.childNodes[0].nodeValue)
                elif snode.nodeName == 'user':
                   for unode in snode.childNodes:
                     if unode.nodeName == 'name':
                          name.append(unode.childNodes[0].nodeValue)
    for q, a in zip(name,messages):
      content.append('{0} says {1}'.format(q,a))
    while len(content) > 0:
       api = twitter.Api(username='jimeybot', password='password')
       status = api.PostUpdate(";%s"; %content.pop())
       f = open('fanfoulast.txt','w')
       print id
       maxid = id[0]
       f.write(str(maxid))
       f.close()
if __name__ == ";__main__";:
    main() 

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首先前期准备工作

使用python2.6版本

Install Python 2.6 in Ubuntu

At first blush, it would seem that those wanting the latest stable python, 2.6, would have to compile it themselves (or so python.org would indicate). Fortunately for us, that process, which is at best annoying, and at worst long and complicated, is spared us by our friends over at Launchpad, and their "Personal Package Archives".

In order to install anything from the PPA, you need to add them to your repositories: "deb http://ppa.launchpad.net/doko/ubuntu/ intrepid main"

For those who’ve forgotten how, or just need a refresher, hit this page for full instructions.

Once you’ve done that, just run

sudo apt-get updatesudo apt-get install python2.6

编辑/etc/apt/source.list 把那个ppa的源加进去就好 注意，该安装只是纯粹的安装，不会删除原有的python2.5版本

运行的时候也需要运行python2.6才可，所以在下面的脚本中是 #!/usr/bin/python2.6

安装simplejson-2.0.9.tar.gz

安装 twitter api for python

http://code.google.com/p/python-twitter/

在安装simplejson的时候，如果是linux版，注意修改ez_setup.py，修改

DEFAULT_VERSION = "0.6c7"

中的0.6c7为0.6c9 否则 在python2.6 setup.py build

python2.6 setup.py install 中会提示无法下载

http://pypi.python.org/packages/2.6/s/setuptools/setuptools-0.6c7-py2.6.egg

实际上是因为该tool已经更新至

http://pypi.python.org/packages/2.6/s/setuptools/setuptools-0.6c9-py2.6.egg

修改之后simplejson安装顺利完成

然后安装twitter api for python

如果想测试是否安装成功

可以在terminal中输入python2.6

>> import simplejson

>> import twitter

如果没提示错误，则说明安装成功

在

>> import twitter

的时候会有一提示

twitter.py:12: DeprecationWarning: the md5 module is deprecated; use hashlib instead

在查 http://docs.python.org/library/md5.html 

Deprecated since version 2.5: Use the hashlib module instead.

该错误无视即可

至于为何要使用python2.6

是因为我脚本中用了

content.append(‘{0} says {1}’.format(q,a))

这个format只有在python2.6之后才有效果

目的是为了把在饭否上回复我的人的name和内容合并一块再发消息给我

中间编码unicode anscii转码的问题，耽误了很久时间

可能是linux的sys.defaultencoding 是 anscii

而windows也许会智能根据网页内容调整为utf-8??

我只能这么猜测了，目前win linux下都运行正常

关于unicode anscii的python编码问题

可以参考

http://bbs.ujn.edu.cn/showthread.php?threadid=251448

# 在twitter上建立一个马甲帐号，用来发饭否上抓到有人发给我饭否帐号的回复的时候，把回复人的id以及回复内容，转发到twitter，这样我的主力帐号就可以看到马甲帐号发的内容并且有提示，这样就可以及时回复饭否上的回复

至于如何及时回复… 可以利用Bot来中转即可，即发一个有明显特征的前缀比如fanfou @饭否某人id 内容 把该内容发给twitter的马甲帐号即可，用direct message or @马甲 之类的方式应该是都可以的。该脚本待下次有空再写。因为饭否上貌似回复俺的人不多=,=!! 脚本依然是用crontab上运行，每隔2分钟一次，希望不会被饭否封掉ip，这么频繁的打开那个xml页面 =,=!! 不过应该是有过滤不用很怕，至少twitter 2分钟运行一次都没什么问题

#!/usr/bin/python2.6
# -*- coding: utf-8 -*-
'''
Created on 2009-4-2

@author: jimey
'''

from xml.dom.minidom import parseString
import urllib2
import urllib
import sys
import twitter
import sys
reload(sys)
sys.setdefaultencoding('utf-8')

def main():
    f = open('/home/jimey/fanfou/fanfoulast.txt','r')
    maxid = str(f.read())
    params = urllib.urlencode({'since_id':maxid})
    url = "http://api.fanfou.com/statuses/replies.xml?%s"
    username = 'jimey'
    password = 'password'

    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)

    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    f = urllib2.urlopen(url % params)
    xmltext = f.read()
    dom = parseString(xmltext)
    statuses = dom.childNodes[0]
    id = []
    messages = []
    name = []
    content = []
    for node in statuses.childNodes:
        if node.nodeName == 'status':
            status = node
            for snode in status.childNodes:
                if snode.nodeName == 'id':
                   id.append(snode.childNodes[0].nodeValue)
                elif snode.nodeName == 'text':
                    messages.append(snode.childNodes[0].nodeValue)
                elif snode.nodeName == 'user':
                   for unode in snode.childNodes:
                     if unode.nodeName == 'name':
                          name.append(unode.childNodes[0].nodeValue)
    for q, a in zip(name,messages):
      content.append('{0} says {1}'.format(q,a))
    while len(content) > 0:
       api = twitter.Api(username='jimeybot', password='password')
       status = api.PostUpdate("%s" %content.pop())
       f = open('fanfoulast.txt','w')
       print id
       maxid = id[0]
       f.write(str(maxid))
       f.close()

if __name__ == "__main__":
    main()

windows下支援的代码

'''
Created on 2009-4-2

@author: jimey
'''

from xml.dom.minidom import parseString
import urllib2
import urllib
import sys
import twitter

def main():
    f = open('fanfoulast.txt','r')
    maxid = str(f.read())
    params = urllib.urlencode({'since_id':maxid})
    url = "http://api.fanfou.com/statuses/replies.xml?%s"
    username = 'jimey'
    password = 'password'

    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)

    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    f = urllib2.urlopen(url % params)
    xmltext = f.read()
    dom = parseString(xmltext)
    statuses = dom.childNodes[0]
    id = []
    messages = []
    name = []
    content = []
    s = 0
    for node in statuses.childNodes:
        if node.nodeName == 'status':
            status = node
            for snode in status.childNodes:
                if snode.nodeName == 'id':
                   id.append(snode.childNodes[0].nodeValue)
                elif snode.nodeName == 'text':
                    messages.append(snode.childNodes[0].nodeValue)
                elif snode.nodeName == 'user':
                   for unode in snode.childNodes:
                     if unode.nodeName == 'name':
                          name.append(unode.childNodes[0].nodeValue)
    for q, a in zip(name,messages):
      content.append('{0} says {1}'.format(q,a))
    while len(content) > 0:
       api = twitter.Api(username='jimeybot', password='password')
       status = api.PostUpdate("%s" %content.pop())
       f = open('fanfoulast.txt','w')
       print id
       maxid = id[0]
       f.write(str(maxid))
       f.close()
       s += 1
    print "post to bot %d posts" %s
if __name__ == "__main__":
    main()

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稍微修改了下Twitter的认证部分

再次感谢 raptium同学的Twitter 和饭否同步 代码

#!/usr/bin/python

from xml.dom.minidom import parseString
import urllib2
import urllib
import sys

def post_to_fanfou(msg):
    url = 'http://api.fanfou.com/statuses/update.xml'
    data = urllib.urlencode({'status':msg})
    req = urllib2.Request(url,data)
    username = 'jimey'
    password = 'password'

    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)

    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    response = urllib2.urlopen(req)

def main():
    f = open('last.txt','r')
    maxid = int(f.read())
    f.close()
    if maxid < 1166717326:
        print 'error'
        sys.exit(-1)

    params = urllib.urlencode({'since_id':maxid})
    url = "http://twitter.com/statuses/user_timeline/jimey.xml?%s"
    username = 'jimey'
    password = 'password'

    passman = urllib2.HTTPPasswordMgrWithDefaultRealm()
    passman.add_password(None, url, username, password)

    authhandler = urllib2.HTTPBasicAuthHandler(passman)
    opener = urllib2.build_opener(authhandler)
    urllib2.install_opener(opener)
    f = urllib2.urlopen(url % params)
    xmltext = f.read()
    dom = parseString(xmltext)
    statuses = dom.childNodes[0]
    messages = []
    s = 0
    for node in statuses.childNodes:
        if node.nodeName == 'status':
            status = node
            for snode in status.childNodes:
                if snode.nodeName == 'id':
                    n = int(snode.childNodes[0].nodeValue)
                    if n > maxid:
                        maxid = n
                elif snode.nodeName == 'text' and snode.childNodes[0].nodeValue[0:2] != 'RT' and snode.childNodes[0].nodeValue[0] != '@':
                    messages.append(snode.childNodes[0].nodeValue.encode('utf-8'))
    while len(messages) > 0:
        post_to_fanfou(messages.pop())
        s = s + 1
    f = open('last.txt','w')
    f.write(str(maxid))
    f.close()

if __name__ == "__main__":
    main()

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决定写一个auto unrar auto seed 的脚本

先是考虑glftpd，然后是那个seedbox 不过在看了资料之后都决定放弃，之后又陆陆续续忙其他事情

昨晚花了点时间，画了个流程图

早上8点半起来，开始写，写到中午基本上自动提示，手动下载torrent功能基本解决，下午上课到4点半，花了1小时时间写完全自动load torrent

修改了下utorrent的设置，具体看图，这样就不会出现提示，完全全自动了

最终用了mirc脚本+bat批处理命令 解决所有问题

自动检测文件夹内100%解压rar分包并且删除文件的bat

bat脚本见此，不过稍微修正了一下。实现了一些自己需要判断写入的小功能

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ftp含有sfv自动检测 在文件夹下自动添加

===Uploaded===–[100%]–[25-of-25]–

类似tag

如果100%即执行解压文件至e:\tv根目录下

然后删除该目录下文件以及sfv检测生成的文件夹

再删除原始文件夹

最后退出

如果文件夹下sfv检测不到100%，即80% 90%之类的情况

等待4秒之后再去检查是否达到100%完成，如此反复循环至解压完毕。如果想把间隔时间改长，可把for /l %%i in (1,1,40000) 中的40000改为其他

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hadoop-0.19.1\contrib\eclipse-plugin

有新版的hadoop-0.19.1-eclipse-plugin 插件

只可惜暂时不支持最新版的eclipse

所以无奈只能http://www.eclipse.org/downloads/download.php?file=/technology/epp/downloads/release/europa/winter/eclipse-java-europa-winter-win32.zip

选择europa版本的eclipse进行配置

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No SCC handler found for:

后来找了一堆资料 还是用回原版的CollabNet Subversion

http://www.open.collab.net/downloads/subversion/

安装CollabNet Subversion v1.5.6 命令行客户端(for Windows)

这个版本

然后在Komodo IDE的SVN设置里面设置好这个subversion的路径即可，指到exe文件

然后就好用了~~~

浪费了两个小时啊，两个小时……不该用TortoiseSVN……

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装了DLTK 以及一堆语言包

然后装ActiveTcl8.5.6.0.289025-win32-ix86-threaded

然后是ActiveState.Tcl.Dev.Kit

接着是ActiveState.Komodo.IDE

然后本想在我那台ubuntu机器上搞个remote compiler

暂时看起来很麻烦，先不弄了这次，实在是没时间

还好Eclipse暂时用起来还算舒服，实在是受不了linux下的vim编译了 =,=!! 虽然有插件包，还是用Eclipse好一些

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• Debugging: If firewall software is installed on the system, it must be configured to allow Komodo to access the network during remote debugging.
• Debugger Proxy: The optional Debugger Proxy (pydbgpproxy) requires Python 2.2 or greater on Mac OS X and Linux systems. An appropriate version of Python is installed by default on Mac OS X systems.
• Perl: Perl 5.6 or greater is required to debug Perl programs. Download the latest version of ActivePerl from the ActiveState website. Ensure that the directory location of the Perl interpreter (by default, C:\perl) is included in your system’s PATH environment variable. On Windows, some features such as background syntax checking and remote debugging may require ActivePerl — there are known incompatibilities with Cygwin and msys perl.
• Python: Python 2.2 or greater is required to debug Python programs. You can download the latest version of ActivePython from the ActiveState website. Ensure that the directory location of the Python interpreter (by default C:\Pythonxx (where "xx" is the Python version)) is included in your system’s PATH environment variable.
• PHP: PHP 4.0.5 or greater is required for PHP syntax checking. PHP 4.3.11 or greater is required to debug PHP programs. Debugging and syntax checking are also available for PHP 5.0.3 or greater. Download PHP from http://www.php.net/downloads.php. Ensure that the directory location of the PHP interpreter (by default C:\PHP) is included in your system’s PATH environment variable. For complete instructions for configuring Komodo and PHP, see Configuring the PHP Debugger. PHP debugging extensions are available on ASPN, the ActiveState Programmer Network.
• Tcl: Tcl 7.6 or greater is required to debug Tcl programs. Download the latest version of ActiveTcl from the ActiveState website.
• Ruby: Ruby 1.8.4 or greater is required to debug Ruby programs. Download the latest version of Ruby from http://rubyinstaller.rubyforge.org/wiki/wiki.pl. Cygwin-based versions of Ruby are currently unsupported.

Source Code Control Integration Prerequisites

• CVS Source Control Integration: Requires CVS, which is available from http://www.nongnu.org/cvs/, or the latest stable version of CVSNT, which is available from http://www.cvsnt.org/wiki/.
• CVS Source Control Integration using Putty (Windows): Requires Putty version 0.52 or greater.
• Perforce Source Control Integration: Requires a connection to a Perforce server with version 99.1 or later.
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Clustering is an example of unsupervised learning. Unlike a neural network or a decision tree, unsupervised learning algorithms are not trained with examples of correct answers. Their purpose is to find structure within a set of data where no one piece of data is the answer. The goal of clustering algorithms is to take the data and find the distinct groups that exist within it. Other examples of unsupervised learning include non-negative matrix factorization, self-organizing maps.

继续做摘要

这次给了蛮详细的一些区分

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Biotechnology,Financial fraud detection,Machine vision, Product marketing, Supply chain optimization, Stock market analysis, National security

…………………………………………………………

开始做一些乱七八糟的Programming Collective Intelligence的读书笔记

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Programming Collective Intelligence: Building Smart Web 2.0 Applications [ILLUSTRATED] (Paperback)

Product Description
Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you’ve found it. Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general — all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains: Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features — crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in adataset Evolving intelligence for problem solving — how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details." — Dan Russell, Google "Toby’s book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths." — Tim Wolters, CTO, Collective Intellect
About the Author
Toby Segaran is a software developer and manager at Genstruct, a computational systems biology company. He has written free web applications for his own use and put them online for others to try, including: tasktoy, a task management system; Lazybase, an online application that lets users design, create and share databases of anything they like; and Rosetta Blog, an online tool for practicing Spanish and French by reading blogs along with their translations and lists of common words. Each of these has several hundred regular users. His blog is located at kiwitobes.com.

——

顺便转一篇关于奥威尔式的

————-

集体智慧工具可能创造奥威尔式的世界

《纽约时报》报道，MIT的100名学生同意以隐私交换一台能向中央电脑发送定向数据的Windows Mobile智能手机。除了记录个人行为，如发送短消息、拨打电话、听歌之外，这台手机还能捕捉移动图像。 学生的数据只不过是广袤的数字信息海洋中的一个泡沫，这个海洋由密集的传感器网络所创造，从手机到GPS设备到标签，它记录了我们的一举一动。再加上互联网冲浪记录和信用卡等信息来源，数据之海就是所谓集体智慧（collective intelligence）的新兴领域的基础。新技术的推动，互联网正稳步的侵入人们生活的每一个角落。从更高效广告传递，到社区组织管理的新方式，集体智慧提供了强大的能力。但是，甚至是从业者也承认，如果被滥用，集体智慧工具会创造连老大哥都梦想不到的奥威尔式的未来。

[via]

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The Series

• Intro (this post)
• Chapter 3. Practical: A Simple Database
• Chapter 5. Functions
• Chapter 6. Variables
• Chapter 7. Macros: Standard Control Constructs
• Chapter 8. Macros: Defining Your Own
• Chapter 9. Practical: A Unit Test Framework
• Chapter 10. Numbers, Characters, and Strings
• Chapter 11. Collections
• Chapter 16. Object Reorientation: Generic Functions
• Chapter 17. Object Reorientation: Classes

之前一直打算从头把Lisp看一遍的，一直没时间，这回可以把clojure一块看了……

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More details http://clojure.org/

and http://www.moxleystratton.com/article/clojure/for-non-lisp-programmers

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enter u5atr3alvtcfr33 as a promotional code at the sign-up page below. The offer goes for one week, and may not last, so now’s your chance to grab Quicktime or Flash-based how-to videos. Found an instructional vid worth sharing? Tell us about it in the comments.

VTC FileMaker Promotional Offer

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• 第一种方法利用第三个变量：

如：C=A;A=B;B=C;

• 第二种方法是利用加减法实现两个变量的交换：

如：A=A+B;B=A-B;A=A-B;

• 第三种方法是得用位异或运算来实现，也是效率最高的一种，在大量数据交换的时候，效率明显优于前两种方法，

如：A=A^B;B=A^B;A=A^B;

原理：利用一个数异或本身等于０和异或运算符合交换率。
下面看看执行效率

Java代码

package com.ramon.test;

public class Test {
    public static void main(String args[]) {
        int A = 2;
        int B = 3;
        int C;
        System.out.println("Object creating…");
        System.out.println("A=" + A);
        System.out.println("B=" + B);
        System.out.println("==================");
        System.out.println("Method 1 starting…");
        Long begin=System.nanoTime();
        C = A;
        A = B;
        B = C;
        System.out.println("A=" + A);
        System.out.println("B=" + B);
        Long end=System.nanoTime();
        System.out.println("Start Time: "+begin);
        System.out.println("End Time: "+end);
        System.out.println("Last Time: "+(end-begin));
        System.out.println("==================");
        System.out.println("Method 2 starting…");
        begin=System.nanoTime();
        A = A + B;
        B = A – B;
        A = A – B;
        System.out.println("A=" + A);
        System.out.println("B=" + B);
        end=System.nanoTime();
        System.out.println("Start Time: "+begin);
        System.out.println("End Time: "+end);
        System.out.println("Last Time: "+(end-begin));
        System.out.println("==================");
        System.out.println("Method 3 starting…");
        begin=System.nanoTime();
        A = A ^ B;
        B = A ^ B;
        A = A ^ B;
        System.out.println("A=" + A);
        System.out.println("B=" + B);
        end=System.nanoTime();
        System.out.println("Start Time: "+begin);
        System.out.println("End Time: "+end);
        System.out.println("Last Time: "+(end-begin));
        System.out.println("==================");
    }
}

运行结果：

Object creating…
A=2
B=3
==================
Method 1 starting…
A=3
B=2
Start Time: 7022865296008
End Time: 7022865590179
Last Time: 294171
==================
Method 2 starting…
A=2
B=3
Start Time: 7022866909621
End Time: 7022867035335
Last Time: 125714
==================
Method 3 starting…
A=3
B=2
Start Time: 7022867374764
End Time: 7022867490700
Last Time: 115936
==================

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