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Training chapter completed. Began descrioption of Project I

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Clemens Dautermann 2020-01-31 13:02:24 +01:00
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doc/Grundlagen_des_maschinellen_lernens.toc
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\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {4.3}Trainieren des Netzes}{25}{subsection.4.3}%
\defcounter {refsection}{0}\relax
\contentsline {section}{\numberline {5}Fallbeispiel I:\newline Ein Klassifizierungsnetzwerk f\IeC {\"u}r handgeschriebene Ziffern}{25}{section.5}%
\contentsline {subsection}{\numberline {4.4}Pytorch und weights and biases}{26}{subsection.4.4}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {5.1}Aufgabe}{25}{subsection.5.1}%
\contentsline {section}{\numberline {5}Fallbeispiel I:\newline Ein Klassifizierungsnetzwerk f\IeC {\"u}r handgeschriebene Ziffern}{27}{section.5}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {5.2}Der MNIST Datensatz}{25}{subsection.5.2}%
\contentsline {subsection}{\numberline {5.1}Aufgabe}{27}{subsection.5.1}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {5.3}Ergebnis}{25}{subsection.5.3}%
\contentsline {subsection}{\numberline {5.2}Der MNIST Datensatz}{27}{subsection.5.2}%
\defcounter {refsection}{0}\relax
\contentsline {section}{\numberline {6}Fallbeispiel II:\newline Eine selbsttrainierende KI f\IeC {\"u}r Tic-Tac-Toe}{25}{section.6}%
\contentsline {subsection}{\numberline {5.3}Das Netz}{28}{subsection.5.3}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {6.1}Das Prinzip}{25}{subsection.6.1}%
\contentsline {subsection}{\numberline {5.4}Ergebnis}{28}{subsection.5.4}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {6.2}Chance-Tree Optimierung}{25}{subsection.6.2}%
\contentsline {section}{\numberline {6}Fallbeispiel II:\newline Eine selbsttrainierende KI f\IeC {\"u}r Tic-Tac-Toe}{28}{section.6}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {6.3}L\IeC {\"o}sung mittels eines neuronalen Netzes}{25}{subsection.6.3}%
\contentsline {subsection}{\numberline {6.1}Das Prinzip}{28}{subsection.6.1}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {6.4}Vergleich}{25}{subsection.6.4}%
\contentsline {subsection}{\numberline {6.2}Chance-Tree Optimierung}{28}{subsection.6.2}%
\defcounter {refsection}{0}\relax
\contentsline {section}{\numberline {7}Schlusswort}{25}{section.7}%
\contentsline {subsection}{\numberline {6.3}L\IeC {\"o}sung mittels eines neuronalen Netzes}{28}{subsection.6.3}%
\defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {6.4}Vergleich}{28}{subsection.6.4}%
\defcounter {refsection}{0}\relax
\contentsline {section}{\numberline {7}Schlusswort}{28}{section.7}%