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1. Variational-Inference-with-Normalizing-Flows Variational-Inference-with-Normalizing-Flows Public

   Personal implementation of "Variational Inference with Normalizing Flows" by [Rezende, et al., 2015] in PyTorch

   Python 22 4

2. Ladder-Variational-Autoencoders Ladder-Variational-Autoencoders Public

   Personal implementation of "Ladder Variational Autoencoders" by [Sønderby, et al., 2016] (LVAE) in PyTorch

   Python 7

3. model-agnostic-ood model-agnostic-ood Public

   Code for the paper "Model-agnostic out-of-distribution detection using combined statistical tests" (AISTATS 2022)

   Python 3

4. MIWAE-PyTorch MIWAE-PyTorch Public

   PyTorch implementation of MIWAE

   Python 1

5. Gaussian-Process-demo Gaussian-Process-demo Public

   Interactive Gaussian Process demo, useful for live demonstration when teaching Gaussian Processes.

   Python 4 1

6. Variational-Autoencoders Variational-Autoencoders Public

   Personal implementation of a simple VAE in PyTorch as described in "Auto-Encoding Variational Bayes" [Kingma, Welling, 2014]

   Python