normflows: A PyTorch Package for Normalizing Flows

Normalizing flows model probability distributions through an expressive tractable density. They transform a simple base distribution, such as a Gaussian, through a sequence of invertible functions, which are referred to as layers. These layers typically use neural networks to become very expressive....

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Veröffentlicht in:	arXiv.org 2023-06
Hauptverfasser:	Stimper, Vincent, Liu, David, Campbell, Andrew, Berenz, Vincent, Ryll, Lukas, Schölkopf, Bernhard, José Miguel Hernández-Lobato
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Deep learning Image processing Machine learning Neural networks
Online-Zugang:	Volltext
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