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Variational-Inference-with-Normalizing-Flows
Variational-Inference-with-Normalizing-Flows PublicPersonal implementation of "Variational Inference with Normalizing Flows" by [Rezende, et al., 2015] in PyTorch
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Ladder-Variational-Autoencoders
Ladder-Variational-Autoencoders PublicPersonal implementation of "Ladder Variational Autoencoders" by [Sønderby, et al., 2016] (LVAE) in PyTorch
Python 6
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model-agnostic-ood
model-agnostic-ood PublicCode for the paper "Model-agnostic out-of-distribution detection using combined statistical tests" (AISTATS 2022)
Python 3
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Gaussian-Process-demo
Gaussian-Process-demo PublicInteractive Gaussian Process demo, useful for live demonstration when teaching Gaussian Processes.
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Variational-Autoencoders
Variational-Autoencoders PublicPersonal implementation of a simple VAE in PyTorch as described in "Auto-Encoding Variational Bayes" [Kingma, Welling, 2014]
Python
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