[算法导论_机器学习]网易公开课 视频 代码 云盘

吴恩达机器学习、MIT算法导论

我解析了吴恩达的机器学习课程的代码,

代码如下:

   package netease;
  import network.Network;
  import org.apache.http.HttpException;
  import org.apache.logging.log4j.LogManager;
  import org.apache.logging.log4j.Logger;
   
  import java.io.IOException;
  import java.util.List;
   
  /**
  * 下载网易视频的源码.
  * 测试url:
  * <p>
  * todo:
  * 1. 添加cli支持
  * 2. 添加debug 模式 也就是logger支持
  * 3. 下载字幕支持
  *
  * @date latest update 04/02/2018
  */
  public class DownloadNetEaseVideo {
  private static final Logger LOGGER = LogManager.getLogger(DownloadNetEaseVideo.class);
   
  /**
  * @param args
  * @throws IOException
  * @throws HttpException
  */
  public static void main(String[] args) throws Exception {
  //use jsoup
  String url = "http://v.163.com/special/opencourse/[email protected]";
  String url2 = "http://open.163.com/special/opencourse/machinelearning.html";
  NetEaseVideoParser parser = new NetEaseVideoParser();
  List<NetworkVideo> videos = parser.parse(url2);
  for (NetworkVideo v : videos) {
  System.out.println(v);
  System.out.println("Start downloading....");
  String destPrefix = v.indexName + "_" + v.videoName;
  Network.downloadFile(v.downloadUrl, destPrefix + ".flv");
  for (String [] localSrt : v.srts) {
  Network.downloadFile(localSrt[1], destPrefix + "_" + localSrt[0] + ".srt");
  }
  }
  }
  }

视频列表:

Video{indexName='[第1集]', videoName='机器学习的动机与应用', videoUrl='http://open.163.com/movie/2008/1/M/C/M6SGF6VB4_M6SGHFBMC.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8B131_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648067688.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648069944.srt,'}
Video{indexName='[第2集]', videoName='监督学习应用.梯度下降', videoUrl='http://open.163.com/movie/2008/1/B/O/M6SGF6VB4_M6SGHJ9BO.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8D355_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648094687.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648097436.srt,'}
Video{indexName='[第3集]', videoName='欠拟合与过拟合的概念', videoUrl='http://open.163.com/movie/2008/1/E/B/M6SGF6VB4_M6SGHM4EB.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8O947_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648531160.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648534558.srt,'}
Video{indexName='[第4集]', videoName='牛顿方法', videoUrl='http://open.163.com/movie/2008/1/E/D/M6SGF6VB4_M6SGHKAED.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8PQO8_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648583010.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648587788.srt,'}
Video{indexName='[第5集]', videoName='生成学习算法', videoUrl='http://open.163.com/movie/2008/1/A/R/M6SGF6VB4_M6SGHMFAR.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD94US8_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648946085.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648952769.srt,'}
Video{indexName='[第6集]', videoName='朴素贝叶斯算法', videoUrl='http://open.163.com/movie/2008/1/7/H/M6SGF6VB4_M6SGJVV7H.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD97CGO_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648996904.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649002465.srt,'}
Video{indexName='[第7集]', videoName='最优间隔分类器问题', videoUrl='http://open.163.com/movie/2008/1/C/6/M6SGF6VB4_M6SGJVMC6.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD9I82D_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649364859.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649370483.srt,'}
Video{indexName='[第8集]', videoName='顺序最小优化算法', videoUrl='http://open.163.com/movie/2008/1/9/3/M6SGF6VB4_M6SGJVA93.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD9L3B9_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649445695.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649449880.srt,'}
Video{indexName='[第9集]', videoName='经验风险最小化', videoUrl='http://open.163.com/movie/2008/1/F/H/M6SGF6VB4_M6SGJV3FH.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD9VGEO_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649805915.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649810055.srt,'}
Video{indexName='[第10集]', videoName='特征选择', videoUrl='http://open.163.com/movie/2008/1/U/O/M6SGF6VB4_M6SGJURUO.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDA37TS_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649924345.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649927558.srt,'}
Video{indexName='[第1集]', videoName='机器学习的动机与应用', videoUrl='http://open.163.com/movie/2008/1/M/C/M6SGF6VB4_M6SGHFBMC.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8B131_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648067688.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648069944.srt,'}
Video{indexName='[第2集]', videoName='监督学习应用.梯度下降', videoUrl='http://open.163.com/movie/2008/1/B/O/M6SGF6VB4_M6SGHJ9BO.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8D355_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648094687.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648097436.srt,'}
Video{indexName='[第3集]', videoName='欠拟合与过拟合的概念', videoUrl='http://open.163.com/movie/2008/1/E/B/M6SGF6VB4_M6SGHM4EB.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8O947_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648531160.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648534558.srt,'}
Video{indexName='[第4集]', videoName='牛顿方法', videoUrl='http://open.163.com/movie/2008/1/E/D/M6SGF6VB4_M6SGHKAED.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD8PQO8_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648583010.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648587788.srt,'}
Video{indexName='[第5集]', videoName='生成学习算法', videoUrl='http://open.163.com/movie/2008/1/A/R/M6SGF6VB4_M6SGHMFAR.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD94US8_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648946085.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648952769.srt,'}
Video{indexName='[第6集]', videoName='朴素贝叶斯算法', videoUrl='http://open.163.com/movie/2008/1/7/H/M6SGF6VB4_M6SGJVV7H.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD97CGO_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421648996904.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649002465.srt,'}
Video{indexName='[第7集]', videoName='最优间隔分类器问题', videoUrl='http://open.163.com/movie/2008/1/C/6/M6SGF6VB4_M6SGJVMC6.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD9I82D_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649364859.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649370483.srt,'}
Video{indexName='[第8集]', videoName='顺序最小优化算法', videoUrl='http://open.163.com/movie/2008/1/9/3/M6SGF6VB4_M6SGJVA93.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD9L3B9_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649445695.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649449880.srt,'}
Video{indexName='[第9集]', videoName='经验风险最小化', videoUrl='http://open.163.com/movie/2008/1/F/H/M6SGF6VB4_M6SGJV3FH.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFD9VGEO_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649805915.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649810055.srt,'}
Video{indexName='[第10集]', videoName='特征选择', videoUrl='http://open.163.com/movie/2008/1/U/O/M6SGF6VB4_M6SGJURUO.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDA37TS_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649924345.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421649927558.srt,'}
Video{indexName='[第11集]', videoName='贝叶斯统计正则化', videoUrl='http://open.163.com/movie/2008/1/L/M/M6SGF6VB4_M6SGKG5LM.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDACJPD_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650234271.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650238941.srt,'}
Video{indexName='[第12集]', videoName='K-means算法', videoUrl='http://open.163.com/movie/2008/1/O/T/M6SGF6VB4_M6SGKGMOT.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDAHG1C_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650351855.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650356003.srt,'}
Video{indexName='[第13集]', videoName='高斯混合模型', videoUrl='http://open.163.com/movie/2008/1/L/3/M6SGF6VB4_M6SGKK6L3.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDAQ19J_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650661967.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650669656.srt,'}
Video{indexName='[第14集]', videoName='主成分分析法', videoUrl='http://open.163.com/movie/2008/1/M/E/M6SGF6VB4_M6SGKIEME.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDB0UUS_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650827503.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421650834011.srt,'}
Video{indexName='[第15集]', videoName='奇异值分解', videoUrl='http://open.163.com/movie/2008/1/J/V/M6SGF6VB4_M6SGKINJV.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDB7QLL_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651107269.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651112322.srt,'}
Video{indexName='[第16集]', videoName='马尔可夫决策过程', videoUrl='http://open.163.com/movie/2008/1/2/N/M6SGF6VB4_M6SGKSC2N.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDBF188_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651335198.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651340843.srt,'}
Video{indexName='[第17集]', videoName='离散与维数灾难', videoUrl='http://open.163.com/movie/2008/1/N/6/M6SGF6VB4_M6SGKVGN6.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDBM41T_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651573630.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651578458.srt,'}
Video{indexName='[第18集]', videoName='线性二次型调节控制', videoUrl='http://open.163.com/movie/2008/1/1/H/M6SGF6VB4_M6SGL3P1H.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDBTL6V_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651802838.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421651808051.srt,'}
Video{indexName='[第19集]', videoName='微分动态规划', videoUrl='http://open.163.com/movie/2008/1/3/5/M6SGF6VB4_M6SGL2R35.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDC4B84_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421652053342.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421652058117.srt,'}
Video{indexName='[第20集]', videoName='策略搜索', videoUrl='http://open.163.com/movie/2008/1/E/4/M6SGF6VB4_M6SGL3CE4.html', downloadUrl='http://mov.bn.netease.com/open-movie/nos/flv/2015/01/19/SAFDCDGNA_sd.flv', srts='中文=http://oc-caption-srt.nos.netease.com/oc-srt-1421652294243.srt,英文=http://oc-caption-srt.nos.netease.com/oc-srt-1421652298197.srt,'}

随后将上传到百度云供分享:

链接: https://pan.baidu.com/s/1hj_eDleiQizzqJfgCyyZIQ 密码: kna2

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百度云共享 MIT 算法导论视频地址:

http://pan.baidu.com/s/1hqeRyDY

如下代码可以解析 网易公开课算法导论的视频下载连接,主要是因为最近电脑客户端不能下载的问题。

遗留问题:有广告时会解析失败,失败概率 极低 但未研究了。 有空了再看下。

Start deal:http://v.163.com/movie/2010/12/G/F/M6UTT5U0I_M6V2T1JGF.html
1.课程简介及算法分析.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OBN04_sd.mp4
Start deal:http://v.163.com/movie/2010/12/2/E/M6UTT5U0I_M6V2T4T2E.html
2.渐近符号、递归及解法.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OAP87_sd.mp4
Start deal:http://v.163.com/movie/2010/12/8/U/M6UTT5U0I_M6V2T998U.html
3.分治法(1).mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF2U845_sd.mp4
Start deal:http://v.163.com/movie/2010/12/S/4/M6UTT5U0I_M6V2T7IS4.html
4.快排及随机化算法.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OEJT1_sd.mp4
Start deal:http://v.163.com/movie/2010/12/7/V/M6UTT5U0I_M6V2TBK7V.html
5.线性时间排序.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OIQLM_sd.mp4
Start deal:http://v.163.com/movie/2010/12/J/J/M6UTT5U0I_M756SE0JJ.html
Error. http://v.163.com/movie/2010/12/J/J/M6UTT5U0I_M756SE0JJ.html
Start deal:http://v.163.com/movie/2010/12/R/E/M6UTT5U0I_M6V2TG4RE.html
7.哈希表.mp4->http://mov.bn.netease.com/mobilev/2012/2/J/O/S7OT7V5JO.mp4
Start deal:http://v.163.com/movie/2010/12/3/A/M6UTT5U0I_M6V2TGI3A.html
8.全域哈希和完全哈希.mp4->http://mov.bn.netease.com/mobilev/2012/3/2/2/S7S43NP22.mp4
Start deal:http://v.163.com/movie/2010/12/6/U/M6UTT5U0I_M6V2TGB6U.html
9.二叉搜索树.mp4->http://mov.bn.netease.com/mobilev/2012/3/0/G/S7S45P40G.mp4
Start deal:http://v.163.com/movie/2010/12/9/J/M6UTT5U0I_M6V2TJ49J.html
10.平衡搜索树.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF3GJMI_sd.mp4
Start deal:http://v.163.com/movie/2010/12/G/F/M6UTT5U0I_M6V2T1JGF.html
1.课程简介及算法分析.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OBN04_sd.mp4
Start deal:http://v.163.com/movie/2010/12/2/E/M6UTT5U0I_M6V2T4T2E.html
2.渐近符号、递归及解法.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OAP87_sd.mp4
Start deal:http://v.163.com/movie/2010/12/8/U/M6UTT5U0I_M6V2T998U.html
3.分治法(1).mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF2U845_sd.mp4
Start deal:http://v.163.com/movie/2010/12/S/4/M6UTT5U0I_M6V2T7IS4.html
4.快排及随机化算法.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OEJT1_sd.mp4
Start deal:http://v.163.com/movie/2010/12/7/V/M6UTT5U0I_M6V2TBK7V.html
5.线性时间排序.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/11/28/SAB7OIQLM_sd.mp4
Start deal:http://v.163.com/movie/2010/12/J/J/M6UTT5U0I_M756SE0JJ.html
Error. http://v.163.com/movie/2010/12/J/J/M6UTT5U0I_M756SE0JJ.html
Start deal:http://v.163.com/movie/2010/12/R/E/M6UTT5U0I_M6V2TG4RE.html
7.哈希表.mp4->http://mov.bn.netease.com/mobilev/2012/2/J/O/S7OT7V5JO.mp4
Start deal:http://v.163.com/movie/2010/12/3/A/M6UTT5U0I_M6V2TGI3A.html
8.全域哈希和完全哈希.mp4->http://mov.bn.netease.com/mobilev/2012/3/2/2/S7S43NP22.mp4
Start deal:http://v.163.com/movie/2010/12/6/U/M6UTT5U0I_M6V2TGB6U.html
9.二叉搜索树.mp4->http://mov.bn.netease.com/mobilev/2012/3/0/G/S7S45P40G.mp4
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10.平衡搜索树.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF3GJMI_sd.mp4
Start deal:http://v.163.com/movie/2010/12/G/0/M6UTT5U0I_M6V2TSIG0.html
11.扩充的数据结构、动态有序统计和区间树.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF3G4E4_sd.mp4
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12.跳跃表.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF3HDGL_sd.mp4
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13.平摊分析,表的扩增,势能方法.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF3LDLT_sd.mp4
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14.竞争性分析,自组织表.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF3LGQH_sd.mp4
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15.动态规划,最长公共子序列.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF46AAP_sd.mp4
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16.贪婪算法,最小生成树.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF48R0R_sd.mp4
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17.最短路径算法:Dijkstra算法,广度优先搜索.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF4C87R_sd.mp4
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18.最短路径算法:Bellman和差分约束系统.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF4D3E2_sd.mp4
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19.最短路径算法:点的最短路径.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF4F27E_sd.mp4
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20.高级课题 并行算法(一).mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF5100E_sd.mp4
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21.高级课题 并行算法(二).mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF51AR6_sd.mp4
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22.高级课题 缓存参数无关算法.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF5EFF2_sd.mp4
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23.缓存无关算法2.mp4->http://mov.bn.netease.com/open-movie/nos/mp4/2014/12/01/SABF4VNST_sd.mp4

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