From a3f984996c280f54bfd0ab6d4d047e5fe3b5c920 Mon Sep 17 00:00:00 2001 From: Clemens Dautermann Date: Fri, 27 Dec 2019 20:08:35 +0100 Subject: [PATCH] Added chapters, trained net --- TicTacToe_AI/Net/nets/net_0.pt | Bin 9348 -> 9348 bytes TicTacToe_AI/Net/nets/net_1.pt | Bin 9348 -> 9348 bytes TicTacToe_AI/Net/nets/net_10.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_11.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_12.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_13.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_14.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_15.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_16.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_17.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_18.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_2.pt | Bin 9348 -> 9348 bytes TicTacToe_AI/Net/nets/net_3.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_4.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_5.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_6.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_7.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_8.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/nets/net_9.pt | Bin 0 -> 9348 bytes TicTacToe_AI/Net/pytorch_ai.py | 4 +- doc/Grundlagen_des_maschinellen_lernens.aux | 64 +- doc/Grundlagen_des_maschinellen_lernens.bcf | 78 +- doc/Grundlagen_des_maschinellen_lernens.lof | 8 +- doc/Grundlagen_des_maschinellen_lernens.log | 1711 +++++++++-------- doc/Grundlagen_des_maschinellen_lernens.out | 44 +- doc/Grundlagen_des_maschinellen_lernens.pdf | Bin 445892 -> 371505 bytes ...rundlagen_des_maschinellen_lernens.run.xml | 4 +- ...dlagen_des_maschinellen_lernens.synctex.gz | Bin 40999 -> 69046 bytes doc/Grundlagen_des_maschinellen_lernens.tex | 95 +- doc/Grundlagen_des_maschinellen_lernens.toc | 60 +- 30 files changed, 1134 insertions(+), 934 deletions(-) create mode 100644 TicTacToe_AI/Net/nets/net_10.pt create mode 100644 TicTacToe_AI/Net/nets/net_11.pt create mode 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defining Unicode char U+015C (decimal 348) - defining Unicode char U+015D (decimal 349) - defining Unicode char U+015E (decimal 350) - defining Unicode char U+015F (decimal 351) - defining Unicode char U+0160 (decimal 352) - defining Unicode char U+0161 (decimal 353) - defining Unicode char U+0162 (decimal 354) - defining Unicode char U+0163 (decimal 355) - defining Unicode char U+0164 (decimal 356) - defining Unicode char U+0165 (decimal 357) - defining Unicode char U+0168 (decimal 360) - defining Unicode char U+0169 (decimal 361) - defining Unicode char U+016A (decimal 362) - defining Unicode char U+016B (decimal 363) - defining Unicode char U+016C (decimal 364) - defining Unicode char U+016D (decimal 365) - defining Unicode char U+016E (decimal 366) - defining Unicode char U+016F (decimal 367) - defining Unicode char U+0170 (decimal 368) - defining Unicode char U+0171 (decimal 369) - defining Unicode char U+0172 (decimal 370) - defining Unicode char U+0173 (decimal 371) - defining 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char U+01E7 (decimal 487) - defining Unicode char U+01E8 (decimal 488) - defining Unicode char U+01E9 (decimal 489) - defining Unicode char U+01EA (decimal 490) - defining Unicode char U+01EB (decimal 491) - defining Unicode char U+01F0 (decimal 496) - defining Unicode char U+01F4 (decimal 500) - defining Unicode char U+01F5 (decimal 501) - defining Unicode char U+0218 (decimal 536) - defining Unicode char U+0219 (decimal 537) - defining Unicode char U+021A (decimal 538) - defining Unicode char U+021B (decimal 539) - defining Unicode char U+0232 (decimal 562) - defining Unicode char U+0233 (decimal 563) - defining Unicode char U+1E02 (decimal 7682) - defining Unicode char U+1E03 (decimal 7683) - defining Unicode char U+200C (decimal 8204) - defining Unicode char U+2010 (decimal 8208) - defining Unicode char U+2011 (decimal 8209) - defining Unicode char U+2012 (decimal 8210) - defining Unicode char U+2013 (decimal 8211) - defining Unicode char U+2014 (decimal 8212) - defining Unicode char U+2015 (decimal 8213) - defining Unicode char U+2018 (decimal 8216) - defining Unicode char U+2019 (decimal 8217) - defining Unicode char U+201A (decimal 8218) - defining Unicode char U+201C (decimal 8220) - defining Unicode char U+201D (decimal 8221) - defining Unicode char U+201E (decimal 8222) - defining Unicode char U+2030 (decimal 8240) - defining Unicode char U+2031 (decimal 8241) - defining Unicode char U+2039 (decimal 8249) - defining Unicode char U+203A (decimal 8250) - defining Unicode char U+2423 (decimal 9251) - defining Unicode char U+1E20 (decimal 7712) - defining Unicode char U+1E21 (decimal 7713) ) -Now handling font encoding OT1 ... -... processing UTF-8 mapping file for font encoding OT1 - -(/usr/share/texlive/texmf-dist/tex/latex/base/ot1enc.dfu -File: ot1enc.dfu 2017/01/28 v1.1t UTF-8 support for inputenc - defining Unicode char U+00A0 (decimal 160) - defining Unicode char U+00A1 (decimal 161) - defining Unicode char U+00A3 (decimal 163) - defining Unicode char 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(decimal 536) - defining Unicode char U+0219 (decimal 537) - defining Unicode char U+021A (decimal 538) - defining Unicode char U+021B (decimal 539) - defining Unicode char U+2013 (decimal 8211) - defining Unicode char U+2014 (decimal 8212) - defining Unicode char U+2018 (decimal 8216) - defining Unicode char U+2019 (decimal 8217) - defining Unicode char U+201C (decimal 8220) - defining Unicode char U+201D (decimal 8221) -) -Now handling font encoding OMS ... -... processing UTF-8 mapping file for font encoding OMS - -(/usr/share/texlive/texmf-dist/tex/latex/base/omsenc.dfu -File: omsenc.dfu 2017/01/28 v1.1t UTF-8 support for inputenc - defining Unicode char U+00A7 (decimal 167) - defining Unicode char U+00B6 (decimal 182) - defining Unicode char U+00B7 (decimal 183) - defining Unicode char U+2020 (decimal 8224) - defining Unicode char U+2021 (decimal 8225) - defining Unicode char U+2022 (decimal 8226) -) -Now handling font encoding OMX ... -... no UTF-8 mapping file for font encoding OMX -Now handling font encoding U ... -... no UTF-8 mapping file for font encoding U - defining Unicode char U+00A9 (decimal 169) - defining Unicode char U+00AA (decimal 170) - defining Unicode char U+00AE (decimal 174) - defining Unicode char U+00BA (decimal 186) - defining Unicode char U+02C6 (decimal 710) - defining Unicode char U+02DC (decimal 732) - defining Unicode char U+200C (decimal 8204) - defining Unicode char U+2026 (decimal 8230) - defining Unicode char U+2122 (decimal 8482) - defining Unicode char U+2423 (decimal 9251) -)) (/usr/share/texlive/texmf-dist/tex/latex/base/fontenc.sty -Package: fontenc 2017/04/05 v2.0i Standard LaTeX package +Package: fontenc 2018/08/11 v2.0j Standard LaTeX package (/usr/share/texlive/texmf-dist/tex/latex/base/t1enc.def -File: t1enc.def 2017/04/05 v2.0i Standard LaTeX file +File: t1enc.def 2018/08/11 v2.0j Standard LaTeX file LaTeX Font Info: Redeclaring font encoding T1 on input line 48. )) (/usr/share/texlive/texmf-dist/tex/latex/libertine/biolinum.sty @@ -426,11 +112,11 @@ Package: xkeyval 2014/12/03 v2.7a package option processing (HA) \XKV@tempa@toks=\toks22 (/usr/share/texlive/texmf-dist/tex/generic/xkeyval/keyval.tex)) -\XKV@depth=\count99 +\XKV@depth=\count100 File: xkeyval.tex 2014/12/03 v2.7a key=value parser (HA) )) (/usr/share/texlive/texmf-dist/tex/latex/base/textcomp.sty -Package: textcomp 2017/04/05 v2.0i Standard LaTeX package +Package: textcomp 2018/08/11 v2.0j Standard LaTeX package Package textcomp Info: Sub-encoding information: (textcomp) 5 = only ISO-Adobe without \textcurrency (textcomp) 4 = 5 + \texteuro @@ -450,7 +136,7 @@ Now handling font encoding TS1 ... ... processing UTF-8 mapping file for font encoding TS1 (/usr/share/texlive/texmf-dist/tex/latex/base/ts1enc.dfu -File: ts1enc.dfu 2017/01/28 v1.1t UTF-8 support for inputenc +File: ts1enc.dfu 2018/10/05 v1.2f UTF-8 support for inputenc defining Unicode char U+00A2 (decimal 162) defining Unicode char U+00A3 (decimal 163) defining Unicode char U+00A4 (decimal 164) @@ -520,6 +206,7 @@ File: ts1enc.dfu 2017/01/28 v1.1t UTF-8 support for inputenc defining Unicode char U+25E6 (decimal 9702) defining Unicode char U+25EF (decimal 9711) defining Unicode char U+266A (decimal 9834) + defining Unicode char U+FEFF (decimal 65279) )) LaTeX Info: Redefining \oldstylenums on input line 334. Package textcomp Info: Setting cmr sub-encoding to TS1/0 on input line 349. @@ -586,7 +273,7 @@ Package textcomp Info: Setting ptmx sub-encoding to TS1/4 on input line 408. Package textcomp Info: Setting ptmj sub-encoding to TS1/4 on input line 409. ) (/usr/share/texlive/texmf-dist/tex/latex/base/fontenc.sty -Package: fontenc 2017/04/05 v2.0i Standard LaTeX package +Package: fontenc 2018/08/11 v2.0j Standard LaTeX package ) (/usr/share/texlive/texmf-dist/tex/latex/fontaxes/fontaxes.sty Package: fontaxes 2014/03/23 v1.0d Font selection axes @@ -596,44 +283,46 @@ LaTeX Info: Redefining \slshape on input line 33. LaTeX Info: Redefining \scshape on input line 37. )) (/usr/share/texlive/texmf-dist/tex/generic/babel/babel.sty -Package: babel 2018/02/14 3.18 The Babel package +Package: babel 2018/11/13 3.27 The Babel package (/usr/share/texlive/texmf-dist/tex/generic/babel/switch.def -File: switch.def 2018/02/14 3.18 Babel switching mechanism +File: switch.def 2018/11/13 3.27 Babel switching mechanism ) (/usr/share/texlive/texmf-dist/tex/generic/babel-german/ngerman.ldf -Language: ngerman 2016/11/02 v2.9 German support for babel (new orthography) +Language: ngerman 2018/12/08 v2.11 German support for babel (post-1996 orthogra +phy) (/usr/share/texlive/texmf-dist/tex/generic/babel-german/ngermanb.ldf -Language: ngermanb 2016/11/02 v2.9 German support for babel (new orthography) +Language: ngermanb 2018/12/08 v2.11 German support for babel (post-1996 orthogr +aphy) (/usr/share/texlive/texmf-dist/tex/generic/babel/babel.def -File: babel.def 2018/02/14 3.18 Babel common definitions -\babel@savecnt=\count100 +File: babel.def 2018/11/13 3.27 Babel common definitions +\babel@savecnt=\count101 \U@D=\dimen112 (/usr/share/texlive/texmf-dist/tex/generic/babel/txtbabel.def) -\bbl@dirlevel=\count101 +\bbl@dirlevel=\count102 ) -Package babel Info: Making " an active character on input line 125. +Package babel Info: Making " an active character on input line 121. ))) (/usr/share/texlive/texmf-dist/tex/latex/csquotes/csquotes.sty -Package: csquotes 2018/02/11 v5.2c context-sensitive quotations (JAW) +Package: csquotes 2018/04/13 v5.2d context-sensitive quotations (JAW) (/usr/share/texlive/texmf-dist/tex/latex/etoolbox/etoolbox.sty -Package: etoolbox 2018/02/11 v2.5e e-TeX tools for LaTeX (JAW) -\etb@tempcnta=\count102 +Package: etoolbox 2018/08/19 v2.5f e-TeX tools for LaTeX (JAW) +\etb@tempcnta=\count103 ) -\csq@reset=\count103 -\csq@gtype=\count104 -\csq@glevel=\count105 -\csq@qlevel=\count106 -\csq@maxlvl=\count107 -\csq@tshold=\count108 +\csq@reset=\count104 +\csq@gtype=\count105 +\csq@glevel=\count106 +\csq@qlevel=\count107 +\csq@maxlvl=\count108 +\csq@tshold=\count109 \csq@ltx@everypar=\toks23 (/usr/share/texlive/texmf-dist/tex/latex/csquotes/csquotes.def -File: csquotes.def 2018/02/11 v5.2c csquotes generic definitions (JAW) +File: csquotes.def 2018/04/13 v5.2d csquotes generic definitions (JAW) ) Package csquotes Info: Trying to load configuration file 'csquotes.cfg'... Package csquotes Info: ... configuration file loaded successfully. @@ -644,7 +333,7 @@ File: csquotes.cfg Package csquotes Info: Enabling multilingual quotes. ) (/usr/share/texlive/texmf-dist/tex/latex/hyperref/hyperref.sty -Package: hyperref 2018/02/06 v6.86b Hypertext links for LaTeX +Package: hyperref 2018/11/30 v6.88e Hypertext links for LaTeX (/usr/share/texlive/texmf-dist/tex/generic/oberdiek/hobsub-hyperref.sty Package: hobsub-hyperref 2016/05/16 v1.14 Bundle oberdiek, subset hyperref (HO) @@ -659,15 +348,11 @@ Package hobsub Info: Skipping package `ifluatex' (already loaded). Package: ifvtex 2016/05/16 v1.6 Detect VTeX and its facilities (HO) Package ifvtex Info: VTeX not detected. Package: intcalc 2016/05/16 v1.2 Expandable calculations with integers (HO) -Package: ifpdf 2017/03/15 v3.2 Provides the ifpdf switch +Package: ifpdf 2018/09/07 v3.3 Provides the ifpdf switch Package: etexcmds 2016/05/16 v1.6 Avoid name clashes with e-TeX commands (HO) -Package etexcmds Info: Could not find \expanded. -(etexcmds) That can mean that you are not using pdfTeX 1.50 or -(etexcmds) that some package has redefined \expanded. -(etexcmds) In the latter case, load this package earlier. Package: kvsetkeys 2016/05/16 v1.17 Key value parser (HO) Package: kvdefinekeys 2016/05/16 v1.4 Define keys (HO) -Package: pdftexcmds 2018/01/21 v0.26 Utility functions of pdfTeX for LuaTeX (HO +Package: pdftexcmds 2018/09/10 v0.29 Utility functions of pdfTeX for LuaTeX (HO ) Package pdftexcmds Info: LuaTeX not detected. Package pdftexcmds Info: \pdf@primitive is available. @@ -695,56 +380,56 @@ Package: auxhook 2016/05/16 v1.4 Hooks for auxiliary files (HO) Package: kvoptions 2016/05/16 v3.12 Key value format for package options (HO) ) \@linkdim=\dimen113 -\Hy@linkcounter=\count109 -\Hy@pagecounter=\count110 +\Hy@linkcounter=\count110 +\Hy@pagecounter=\count111 (/usr/share/texlive/texmf-dist/tex/latex/hyperref/pd1enc.def -File: pd1enc.def 2018/02/06 v6.86b Hyperref: PDFDocEncoding definition (HO) +File: pd1enc.def 2018/11/30 v6.88e Hyperref: PDFDocEncoding definition (HO) Now handling font encoding PD1 ... ... no UTF-8 mapping file for font encoding PD1 ) -\Hy@SavedSpaceFactor=\count111 +\Hy@SavedSpaceFactor=\count112 (/usr/share/texlive/texmf-dist/tex/latex/latexconfig/hyperref.cfg File: hyperref.cfg 2002/06/06 v1.2 hyperref configuration of TeXLive ) -Package hyperref Info: Hyper figures OFF on input line 4509. -Package hyperref Info: Link nesting OFF on input line 4514. -Package hyperref Info: Hyper index ON on input line 4517. -Package hyperref Info: Plain pages OFF on input line 4524. -Package hyperref Info: Backreferencing OFF on input line 4529. +Package hyperref Info: Hyper figures OFF on input line 4519. +Package hyperref Info: Link nesting OFF on input line 4524. +Package hyperref Info: Hyper index ON on input line 4527. +Package hyperref Info: Plain pages OFF on input line 4534. +Package hyperref Info: Backreferencing OFF on input line 4539. Package hyperref Info: Implicit mode ON; LaTeX internals redefined. -Package hyperref Info: Bookmarks ON on input line 4762. -\c@Hy@tempcnt=\count112 +Package hyperref Info: Bookmarks ON on input line 4772. +\c@Hy@tempcnt=\count113 (/usr/share/texlive/texmf-dist/tex/latex/url/url.sty \Urlmuskip=\muskip11 Package: url 2013/09/16 ver 3.4 Verb mode for urls, etc. ) -LaTeX Info: Redefining \url on input line 5115. +LaTeX Info: Redefining \url on input line 5125. \XeTeXLinkMargin=\dimen114 -\Fld@menulength=\count113 +\Fld@menulength=\count114 \Field@Width=\dimen115 \Fld@charsize=\dimen116 -Package hyperref Info: Hyper figures OFF on input line 6369. -Package hyperref Info: Link nesting OFF on input line 6374. -Package hyperref Info: Hyper index ON on input line 6377. -Package hyperref Info: backreferencing OFF on input line 6384. -Package hyperref Info: Link coloring OFF on input line 6389. -Package hyperref Info: Link coloring with OCG OFF on input line 6394. -Package hyperref Info: PDF/A mode OFF on input line 6399. -LaTeX Info: Redefining \ref on input line 6439. -LaTeX Info: Redefining \pageref on input line 6443. -\Hy@abspage=\count114 -\c@Item=\count115 -\c@Hfootnote=\count116 +Package hyperref Info: Hyper figures OFF on input line 6380. +Package hyperref Info: Link nesting OFF on input line 6385. +Package hyperref Info: Hyper index ON on input line 6388. +Package hyperref Info: backreferencing OFF on input line 6395. +Package hyperref Info: Link coloring OFF on input line 6400. +Package hyperref Info: Link coloring with OCG OFF on input line 6405. +Package hyperref Info: PDF/A mode OFF on input line 6410. +LaTeX Info: Redefining \ref on input line 6450. +LaTeX Info: Redefining \pageref on input line 6454. +\Hy@abspage=\count115 +\c@Item=\count116 +\c@Hfootnote=\count117 ) Package hyperref Info: Driver (autodetected): hpdftex. (/usr/share/texlive/texmf-dist/tex/latex/hyperref/hpdftex.def -File: hpdftex.def 2018/02/06 v6.86b Hyperref driver for pdfTeX -\Fld@listcount=\count117 -\c@bookmark@seq@number=\count118 +File: hpdftex.def 2018/11/30 v6.88e Hyperref driver for pdfTeX +\Fld@listcount=\count118 +\c@bookmark@seq@number=\count119 (/usr/share/texlive/texmf-dist/tex/latex/oberdiek/rerunfilecheck.sty Package: rerunfilecheck 2016/05/16 v1.8 Rerun checks for auxiliary files (HO) @@ -774,32 +459,32 @@ File: pdftex.def 2018/01/08 v1.0l Graphics/color driver for pdftex \Gin@req@width=\dimen118 ) (/usr/share/texlive/texmf-dist/tex/latex/listings/listings.sty -\lst@mode=\count119 -\lst@gtempboxa=\box28 +\lst@mode=\count120 +\lst@gtempboxa=\box29 \lst@token=\toks24 -\lst@length=\count120 +\lst@length=\count121 \lst@currlwidth=\dimen119 -\lst@column=\count121 -\lst@pos=\count122 +\lst@column=\count122 +\lst@pos=\count123 \lst@lostspace=\dimen120 \lst@width=\dimen121 -\lst@newlines=\count123 -\lst@lineno=\count124 +\lst@newlines=\count124 +\lst@lineno=\count125 \lst@maxwidth=\dimen122 (/usr/share/texlive/texmf-dist/tex/latex/listings/lstmisc.sty -File: lstmisc.sty 2015/06/04 1.6 (Carsten Heinz) -\c@lstnumber=\count125 -\lst@skipnumbers=\count126 -\lst@framebox=\box29 +File: lstmisc.sty 2018/09/02 1.7 (Carsten Heinz) +\c@lstnumber=\count126 +\lst@skipnumbers=\count127 +\lst@framebox=\box30 ) (/usr/share/texlive/texmf-dist/tex/latex/listings/listings.cfg -File: listings.cfg 2015/06/04 1.6 listings configuration +File: listings.cfg 2018/09/02 1.7 listings configuration )) -Package: listings 2015/06/04 1.6 (Carsten Heinz) +Package: listings 2018/09/02 1.7 (Carsten Heinz) (/usr/share/texlive/texmf-dist/tex/latex/fancyhdr/fancyhdr.sty -Package: fancyhdr 2017/06/30 v3.9a Extensive control of page headers and footer +Package: fancyhdr 2019/01/31 v3.10 Extensive control of page headers and footer s \f@nch@headwidth=\skip47 \f@nch@O@elh=\skip48 @@ -812,11 +497,11 @@ s \f@nch@O@orf=\skip55 ) (/usr/share/texlive/texmf-dist/tex/latex/biblatex/biblatex.sty -Package: biblatex 2017/12/19 v3.10 programmable bibliographies (PK/JW/AB) +Package: biblatex 2018/11/02 v3.12 programmable bibliographies (PK/MW) (/usr/share/texlive/texmf-dist/tex/latex/logreq/logreq.sty Package: logreq 2010/08/04 v1.0 xml request logger -\lrq@indent=\count127 +\lrq@indent=\count128 (/usr/share/texlive/texmf-dist/tex/latex/logreq/logreq.def File: logreq.def 2010/08/04 v1.0 logreq spec v1.0 @@ -824,29 +509,22 @@ File: logreq.def 2010/08/04 v1.0 logreq spec v1.0 (/usr/share/texlive/texmf-dist/tex/latex/base/ifthen.sty Package: ifthen 2014/09/29 v1.1c Standard LaTeX ifthen package (DPC) ) -(/usr/share/texlive/texmf-dist/tex/generic/xstring/xstring.sty -(/usr/share/texlive/texmf-dist/tex/generic/xstring/xstring.tex -\@xs@message=\write3 -\integerpart=\count128 -\decimalpart=\count129 -) -Package: xstring 2013/10/13 v1.7c String manipulations (C Tellechea) -) -\c@tabx@nest=\count130 -\c@listtotal=\count131 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