federicobergamin Goto Github PK
Name: Federico Bergamin
Type: User
Location: Copenhagen, Denmark
Federico Bergamin's Projects
ddpg-her-pytorch
Reinforcement Learning experiments using DDPG and HER implemented in PyTorch
federicobergamin.github.io
Personal webpage
gaussian-process-demo
Interactive Gaussian Process demo, useful for live demonstration when teaching Gaussian Processes.
google-research
Google Research
ladder-variational-autoencoders
Personal implementation of "Ladder Variational Autoencoders" by [Sønderby, et al., 2016] (LVAE) in PyTorch
miwae-pytorch
PyTorch implementation of MIWAE
model-agnostic-ood
Code for the paper "Model-agnostic out-of-distribution detection using combined statistical tests" (AISTATS 2022)
riemannian-laplace-approximation
Repository for the paper "Riemannian Laplace approximations for Bayesian neural networks"
sda
Official implementation of Score-based Data Assimilation
variational-autoencoders
Personal implementation of a simple VAE in PyTorch as described in "Auto-Encoding Variational Bayes" [Kingma, Welling, 2014]
variational-autoencoders-in-julia
Implementation of "Auto-Encoding Variational Bayes" by Kingma and Welling, 2014 in Julia [VAE in Julia]. Still working on it.
variational-inference-with-normalizing-flows
Personal implementation of "Variational Inference with Normalizing Flows" by [Rezende, et al., 2015] in PyTorch
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