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个人认为这是一本不错的介绍深度学习的书籍,深度学习方面的书很少,这本书还是不错的。
AutoAugment Learning Augmentation Policies from Data.(CVPR)论文
understandingmachinelearningbook
如题,从NLP的视角介绍Deep Learning。第一部分讲Neural Networks,第二部分介绍DBN,第三部分讲Stacked Auto-Encoders。英文,但是比较易懂。
Machine learning allows computational systems to adaptively improve their performance with experienc
非扫描、高清版本UNDERSTANDINGMACHINELEARNINGFromTheorytoAlgorithmsShaiShalev-ShwartzTheHebrewUniversity,Jeru
Learningfromdatae-chapter6Similarity-BasedMethods7NeuralNetworks8SupportVectorMachines9LearningAides
Cherkassky,V.andMulier,F.M.LearningfromData:Concepts,TheoryandMethods,Wiley-Blackwell.
Coursera中林軒田老师讲解的機器學習基石(MachineLearningFoundations)这门课的参考书籍
Inthebroadareaofdataandknowledgeengineering—andincludingdisciplineslikedatabases,semanticweb,knowled
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