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Deep Learning Papers
一、Image Classification(Recognition) lenet: http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf alexnet: http://www.cs.toronto.edu/~fritz/absps/imagenet.pdf overfeat: http://arxiv.org/pdf/1312.6229v...
分类:其他好文   时间:2015-06-04 19:30:13    阅读次数:184
bootstrap collapse MVC .net漂亮的折叠List
Blog Classification 1 测试类型 Tag ...
分类:Web程序   时间:2015-06-02 13:20:27    阅读次数:150
What are the advantages of different classification algorithms?
What are the advantages of different classification algorithms?For instance, if we have large training data set with approx more than 10000 instances ...
分类:其他好文   时间:2015-05-20 20:32:02    阅读次数:306
HDU5095——水过——Linearization of the kernel functions in SVM
Problem DescriptionSVM(Support Vector Machine)is an important classification tool, which has a wide range of applications in cluster analysis, communi...
分类:其他好文   时间:2015-05-19 22:11:27    阅读次数:142
scikit tutorial note 1 笔记识别 svm
processhttp://scikit-learn.org/dev/tutorial/basic/tutorial.htmlcodehttp://scikit-learn.org/dev/auto_examples/classification/plot_digits_classification...
分类:其他好文   时间:2015-05-14 13:38:47    阅读次数:145
SQL Server 2008中,通过XML类型字段查询数据
1 ALTER PROCEDURE p_resource_info_select_by_classification_id_and_keyword 2 @classification_id INT, 3 @keyword NVARCHAR(20) 4 A...
分类:数据库   时间:2015-05-06 16:52:54    阅读次数:150
Logistic Regression and Gradient Descent
Logistic Regression and Gradient DescentLogistic regression is an excellent tool to know for classification problems. Classification problems are prob...
分类:其他好文   时间:2015-05-02 13:40:13    阅读次数:102
Classification of text documents: using a MLComp dataset
注:原文代码链接http://scikit-learn.org/stable/auto_examples/text/mlcomp_sparse_document_classification.html运行结果为:Loading 20 newsgroups training set... 20 new...
分类:其他好文   时间:2015-04-25 18:13:29    阅读次数:205
Machine learning and data mining
Problems:Classification,Clustering,Regression,Anomalydetection,Associationrules,Reinforcementlearning,Structurdprediction,Featurelearning,Onlinelearning,Semi-supervisedlearning,GrammarinductionSupervisedlearning:Decisiontrees,Ensembles(Bagging,Boostring,Ran..
分类:系统相关   时间:2015-04-24 09:25:26    阅读次数:189
【转载】 无监督特征学习——Unsupervised feature learning and deep learning
无监督学习近年来很热,先后应用于computer vision, audio classification和 NLP等问题,通过机器进行无监督学习feature得到的结果,其accuracy大多明显优于其他方法进行training。本文将主要针对Andrew的unsupervised learnin...
分类:其他好文   时间:2015-04-22 00:14:18    阅读次数:178
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