vsimkus
PhD candidate in Machine Learning at the University of Edinburgh. Interested in deep probabilistic models, probabilistic inference, and missing data problems.
University of EdinburghEdinburgh
Pinned Repositories
academic-jekyll
An academic webpage template built on Jekyll-Now, designed with accessibility in mind. Preview available at https://vsimkus.github.io/academic-jekyll/.
gnome-shell-extension-dell-command-configure-menu
A gnome-shell extension that adds submenu options access to Dell's Command Configure utility.
joplin
Joplin - an open source note taking and to-do application with synchronization capabilities for Windows, macOS, Linux, Android and iOS. Forum: https://discourse.joplinapp.org/
pmr2024-hmm
An official repository for tutorials of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
pmr2024-pgm-demo
An official repository for a PGM demo of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
pmr2024-vae
An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
torch-reparametrised-mixture-distribution
PyTorch implementation of the mixture distribution family with implicit reparametrisation gradients.
vae-conditional-sampling
[TMLR] Research code for the paper "Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling".
vae-voice-conversion
Voice conversion (VC) investigation using three variants of VAE
variational-gibbs-inference
[JMLR] Research code for the paper "Variational Gibbs inference for statistical estimation from incomplete data".
vsimkus's Repositories
vsimkus/vae-voice-conversion
Voice conversion (VC) investigation using three variants of VAE
vsimkus/pmr2024-hmm
An official repository for tutorials of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
vsimkus/torch-reparametrised-mixture-distribution
PyTorch implementation of the mixture distribution family with implicit reparametrisation gradients.
vsimkus/gnome-shell-extension-dell-command-configure-menu
A gnome-shell extension that adds submenu options access to Dell's Command Configure utility.
vsimkus/pmr2024-vae
An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
vsimkus/academic-jekyll
An academic webpage template built on Jekyll-Now, designed with accessibility in mind. Preview available at https://vsimkus.github.io/academic-jekyll/.
vsimkus/pmr2024-pgm-demo
An official repository for a PGM demo of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
vsimkus/vae-conditional-sampling
[TMLR] Research code for the paper "Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling".
vsimkus/joplin
Joplin - an open source note taking and to-do application with synchronization capabilities for Windows, macOS, Linux, Android and iOS. Forum: https://discourse.joplinapp.org/
vsimkus/variational-gibbs-inference
[JMLR] Research code for the paper "Variational Gibbs inference for statistical estimation from incomplete data".
vsimkus/.dotfiles
vsimkus/missing-data-provider
PyTorch data provider for Missing Data
vsimkus/nflows
Normalizing flows in PyTorch
vsimkus/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
vsimkus/tmux-power
A fork of the Tmux powerline theme with small personal modifications