TensorFlow機器學習實戰指南pdf

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TensorFlow機器學習實戰指南 作者:[美] 尼克·麥克盧爾(Nick McClure)

TensorFlow機器學習實戰指南 出版社:機械工業出版社

TensorFlow機器學習實戰指南 內容簡介

BENSHUYOUZISHENSHUJUKEXUEJIAZHUANXIE,CONGSHIZHANJIAODUXITONGJIANGJIETensorFlowJIBENGAINIANJIGEZHONGYINGYONGSHIJIAN。ZHENSHIDEYINGYONGCHANGJINGHESHUJU,FENGFUDEDAIMASHILI,XIANGJINDECAOZUOBUZOU,DAINIYOUQIANRUSHENXITONGZHANGWOTensorFlowJIQIXUEXISUANFAJIQISHIXIAN。

QUANSHUGONG11ZHANG,DI1ZHANGJIESHAOTensorFlowDEJIBENGAINIAN;DI2ZHANGJIESHAORUHEZAIJISUANTUZHONGLIANJIESUANFAZUJIAN,CHUANGJIANYIGEJIANDANDEFENLEIQI;DI3ZHANGZHONGDIANJIESHAORUHESHIYONGTensorFlowSHIXIANGEZHONGXIANXINGHUIGUISUANFA;DI4ZHANGJIESHAOZHICHIXIANGLIANGJI(SVM)SUANFA;DI5ZHANGJIESHAORUHESHIYONGSHUZHIDULIANG、WENBENDULIANGHEGUIYIHUAJULIHANSHUSHIXIANZUIJINLINYUSUANFA;DI6ZHANGJIANGSHURUHESHIYONGTensorFlowSHIXIANSHENJINGWANGLUOSUANFA;DI7ZHANGCHANSHUTensorFlowSHIXIANDEGEZHONGWENBENCHULISUANFA。DI8ZHANGKUOZHANSHENJINGWANGLUOSUANFA;DI9,JIESHIZAITensorFlowZHONGRUHESHIXIANDIGUISHENJINGWANGLUO(RNN)SUANFA;DI10ZHANGJIESHAOTensorFlowCHANPINJIYONGLIHEtips;DI11ZHANGZHANSHITensorFlowRUHESHIXIANk-meansSUANFA、YICHUANSUANFAHEJIEJUECHANGWEIFENFANGCHENG(ODE)DENG。

TensorFlow機器學習實戰指南 目錄

QIANYAN

旧版尊龙人生就是博下载DI1ZHANG TensorFlowJICHU

1.1 TensorFlowJIESHAO

旧版尊龙人生就是博下载1.2 TensorFlowRUHEGONGZUO

1.3 SHENGMINGZHANGLIANG

1.4 SHIYONGZHANWEIFUHEBIANLIANG

1.5 CAOZUO(JISUAN)JUZHEN

1.6 SHENGMINGCAOZUO

1.7 SHIXIANJILIHANSHU

1.8 DUQUSHUJUYUAN

1.9 XUEXIZILIAO

DI2ZHANG TensorFlowJINJIE

2.1 BENZHANGGAIYAO

旧版尊龙人生就是博下载2.2 JISUANTUZHONGDECAOZUO

2.3 TensorFlowDEQIANRULayer

旧版尊龙人生就是博下载2.4 TensorFlowDEDUOCENGLayer

2.5 TensorFlowSHIXIANSUNSHIHANSHU

旧版尊龙人生就是博下载2.6 TensorFlowSHIXIANFANXIANGCHUANBO

旧版尊龙人生就是博下载2.7 TensorFlowSHIXIANSUIJIXUNLIANHEPILIANGXUNLIAN

2.8 TensorFlowSHIXIANCHUANGJIANFENLEIQI

旧版尊龙人生就是博下载2.9 TensorFlowSHIXIANMOXINGPINGGU

DI3ZHANG JIYUTensorFlowDEXIANXINGHUIGUI

3.1 XIANXINGHUIGUIJIESHAO

3.2 YONGTensorFlowQIUNIJUZHEN

3.3 YONGTensorFlowSHIXIANJUZHENFENJIE

旧版尊龙人生就是博下载3.4 YONGTensorFlowSHIXIANXIANXINGHUIGUISUANFA

旧版尊龙人生就是博下载3.5 LIJIEXIANXINGHUIGUIZHONGDESUNSHIHANSHU

旧版尊龙人生就是博下载3.6 YONGTensorFlowSHIXIANDAIMINGHUIGUISUANFA

3.7 YONGTensorFlowSHIXIANlassoHUIGUIHELINGHUIGUISUANFA

3.8 YONGTensorFlowSHIXIANDANXINGWANGLUOHUIGUISUANFA

3.9 YONGTensorFlowSHIXIANLUOJIHUIGUISUANFA

DI4ZHANG JIYUTensorFlowDEZHICHIXIANGLIANGJI

4.1 ZHICHIXIANGLIANGJIJIANJIE

4.2 XIANXINGZHICHIXIANGLIANGJIDESHIYONG

旧版尊龙人生就是博下载4.3 RUOHUAWEIXIANXINGHUIGUI

4.4 TensorFlowSHANGHEHANSHUDESHIYONG

4.5 YONGTensorFlowSHIXIANFEIXIANXINGZHICHIXIANGLIANGJI

4.6 YONGTensorFlowSHIXIANDUOLEIZHICHIXIANGLIANGJI

DI5ZHANG ZUIJINLINYUFA

5.1 ZUIJINLINYUFAJIESHAO

旧版尊龙人生就是博下载5.2 ZUIJINLINYUFADESHIYONG

5.3 RUHEDULIANGWENBENJULI

旧版尊龙人生就是博下载5.4 YONGTensorFlowSHIXIANHUNHEJULIJISUAN

5.5 YONGTensorFlowSHIXIANDIZHIPIPEI

旧版尊龙人生就是博下载5.6 YONGTensorFlowSHIXIANTUXIANGSHIBIE

DI6ZHANG SHENJINGWANGLUOSUANFA

旧版尊龙人生就是博下载6.1 SHENJINGWANGLUOSUANFAJICHU

6.2 YONGTensorFlowSHIXIANMENHANSHU

6.3 SHIYONGMENHANSHUHEJILIHANSHU

6.4 YONGTensorFlowSHIXIANDANCENGSHENJINGWANGLUO

6.5 YONGTensorFlowSHIXIANSHENJINGWANGLUOCHANGJIANCENG

旧版尊龙人生就是博下载6.6 YONGTensorFlowSHIXIANDUOCENGSHENJINGWANGLUO

6.7 XIANXINGYUCEMOXINGDEYOUHUA

旧版尊龙人生就是博下载6.8 YONGTensorFlowJIYUSHENJINGWANGLUOSHIXIANJINGZIQI

DI7ZHANG ZIRANYUYANCHULI

7.1 WENBENCHULIJIESHAO

7.2 CIDAIDESHIYONG

旧版尊龙人生就是博下载7.3 YONGTensorFlowSHIXIANTF-IDFSUANFA

7.4 YONGTensorFlowSHIXIANskip-gramMOXING

7.5 YONGTensorFlowSHIXIANCBOWCIQIANRUMOXING

7.6 SHIYONGTensorFlowDEWord2VecYUCE

7.7 YONGTensorFlowSHIXIANJIYUDoc2VecDEQINGGANFENXI

DI8ZHANG JUANJISHENJINGWANGLUO

旧版尊龙人生就是博下载8.1 JUANJISHENJINGWANGLUOJIESHAO

8.2 YONGTensorFlowSHIXIANJIANDANDECNN

8.3 YONGTensorFlowSHIXIANJINJIEDECNN

旧版尊龙人生就是博下载8.4 ZAIXUNLIANYIYOUDECNNMOXING

8.5 YONGTensorFlowSHIXIANMOFANGDASHIHUIHUA

旧版尊龙人生就是博下载8.6 YONGTensorFlowSHIXIANDeepDream

DI9ZHANG DIGUISHENJINGWANGLUO

旧版尊龙人生就是博下载9.1 DIGUISHENJINGWANGLUOJIESHAO

9.2 YONGTensorFlowSHIXIANRNNMOXINGJINXINGLAJIDUANXINYUCE

旧版尊龙人生就是博下载9.3 YONGTensorFlowSHIXIANLSTMMOXING

旧版尊龙人生就是博下载9.4 StackingDUOGELSTM Layer

9.5 YONGTensorFlowSHIXIANSeq2SeqFANYIMOXING

9.6 TensorFlowSHIXIANLUANSHENGRNNYUCEXIANGSIDU

旧版尊龙人生就是博下载DI10ZHANG TensorFlowCHANPINHUA

10.1 JIANJIE

旧版尊龙人生就是博下载10.2 TensorFlowDEDANYUANCESHI

旧版尊龙人生就是博下载10.3 TensorFlowDEBINGFAZHIXING

10.4 FENBUSHITensorFlowSHIJIAN

10.5 TensorFlowCHANPINHUAKAIFATISHI

10.6 TensorFlowCHANPINHUADESHILI

DI11ZHANG TensorFlowDEJINJIEYINGYONG

11.1 JIANJIE

11.2 TensorFlowKESHIHUA:Tensorboard

11.3 TensorboardDEJINJIE

11.4 YONGTensorFlowSHIXIANYICHUANSUANFA

11.5 TensorFlowSHIXIANk-meansSUANFA

11.6 YONGTensorFlowQIUJIECHANGWEIFENFANGCHENGWENTI

TensorFlow機器學習實戰指南 精彩文摘

GoogleDETensorFlowYINQINGTIGONGLEYIZHONGJIEJUEJIQIXUEXIWENTIDEGAOXIAOFANGFA。JIQIXUEXIZAIGEXINGGEYEYINGYONGGUANGFAN,TEBIESHIJISUANJISHIJUE、YUYINSHIBIE、YUYANFANYIHEJIANKANGYILIAODENGLINGYU。BENSHUJIANGXIANGXIJIESHAOTensorFlowCAOZUODEJIBENBUZOUYIJIDAIMA。ZHEXIEJICHUZHISHIDUILIJIEBENSHUHOUXUZHANGJIEFEICHANGYOUYONG。

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