September 2020
Intermediate to advanced
216 pages
5h 7m
German
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KAPITEL 1
Grundlagen von PyTorch
In meinem letzten Buch Neuronale Netze selbst programmieren haben wir einfache, aber effektive neuronale Netze erstellt, und zwar ausschließlich mit Python und der Bibliothek NumPy für das Verarbeiten von Datenarrays.
Auf beliebte Frameworks wie PyTorch und TensorFlow für das Erstellen von neuronalen Netzen haben wir verzichtet, weil es wichtig war, die Netze von Grund auf neu aufzubauen, um ihre Funktionsweise wirklich zu verstehen.
Diese ganze Arbeit, die wir zu Fuß erledigen mussten, macht deutlich, dass der Aufbau größerer Netzwerke eine mühsame Aufgabe werden könnte. Einer der aufwendigsten Bereiche ist die Berechnung der Beziehung zwischen dem Fehler, der durch Backpropagation zurückgegeben wurde, und den ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.