Projects in Awesome Lists by vsimkus
A curated list of projects in awesome lists by vsimkus .
https://github.com/vsimkus/vae-voice-conversion
Voice conversion (VC) investigation using three variants of VAE
machine-learning vae voice-conversion vqvae
Last synced: 13 May 2025
https://github.com/vsimkus/pmr2024-hmm
An official repository for tutorials of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
hidden-markov-models hmm hmm-model hmm-viterbi-algorithm nlp probabilistic-inference probabilistic-models
Last synced: 13 May 2025
https://github.com/vsimkus/torch-reparametrised-mixture-distribution
PyTorch implementation of the mixture distribution family with implicit reparametrisation gradients.
data-science gradients machine-learning mixture-distributions mixture-model mixture-of-gaussians pytorch variational-inference
Last synced: 10 Oct 2025
https://github.com/vsimkus/gnome-shell-extension-dell-command-configure-menu
A gnome-shell extension that adds submenu options access to Dell's Command Configure utility.
dell dell-xps gnome gnome-shell gnome-shell-extension
Last synced: 13 May 2025
https://github.com/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/.
academic-website github-pages github-pages-template jekyll jekyll-theme jekyll-themes jekyll-website personal-website webpage
Last synced: 28 Oct 2025
https://github.com/vsimkus/pmr2024-vae
An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
gradient-estimation probabilistic-inference probabilistic-models vae vae-implementation variational-autoencoder variational-inference
Last synced: 13 May 2025
https://github.com/vsimkus/vae-conditional-sampling
[TMLR] Research code for the paper "Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling".
conditional-sampling data-science importance-sampling incomplete-data mcmc missing-data vae
Last synced: 30 Jun 2026
https://github.com/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.
graphical-models probabilistic-graphical-models probabilistic-inference probability teaching
Last synced: 11 Apr 2025
https://github.com/vsimkus/variational-gibbs-inference
[JMLR] Research code for the paper "Variational Gibbs inference for statistical estimation from incomplete data".
data-science flow gibbs-sampling incomplete-data machine-learning missing-data statistical-model vae variational-inference
Last synced: 13 Mar 2025
https://github.com/vsimkus/demiss-vae
[TMLR] Research code for the paper "Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families".
Last synced: 20 Apr 2026
https://github.com/vsimkus/missing-data-provider
PyTorch data provider for Missing Data
data-science incomplete-data machine-learning missing-data missing-values pytorch
Last synced: 14 Apr 2026