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National Repository of Grey Literature

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Neural Network Training Progress Visualization Němcová, Silvie ; Baskar, Murali Karthick (referee) ; Beneš, Karel (advisor) Tato práce se zabývá studiem průběhu trénování modelu neuronové sítě. Cílem je zobrazit a zkoumat trénovací proces modelu neuronové sítě. Pro tyto účely jsem zvolila implementaci v jazyce Python. Implementace úspěšně replikuje vizualizaci průběhu trénování pommocí lineární interpolace, identifikaci robustních a ambient vrstev a zobrazení plochy, vytvořené účelovou funkcí okolo natrénovaného modelu. V této práci je navržena a představena metoda zobrazovaní průběhu trénování pomocí kvadratické interpolace parametrů. Výsledek práce je znázorněn grafy a diskuzí nad dopady změn parametrů modelu na jeho trénování. Detailed record

Neural Network Training Progress Visualization Němcová, Silvie ; Baskar, Murali Karthick (referee) ; Beneš, Karel (advisor) Tato práce se zabývá studiem průběhu trénování modelu neuronové sítě. Cílem je zobrazit a zkoumat trénovací proces modelu neuronové sítě. Pro tyto účely jsem zvolila implementaci v jazyce Python. Implementace úspěšně replikuje vizualizaci průběhu trénování pommocí lineární interpolace, identifikaci robustních a ambient vrstev a zobrazení plochy, vytvořené účelovou funkcí okolo natrénovaného modelu. V této práci je navržena a představena metoda zobrazovaní průběhu trénování pomocí kvadratické interpolace parametrů. Výsledek práce je znázorněn grafy a diskuzí nad dopady změn parametrů modelu na jeho trénování. Detailed record

See also: similar author names
2	NĚMCOVÁ, Sabina
7	NĚMCOVÁ, Simona
1	NĚMCOVÁ, Šárka
7	Němcová, Simona
3	Němcová, Soňa
2	Němcová, Stanislava
1	Němcová, Sára

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