elizavetasemenova
Bayesian inference, spatial statistics, deep generative models, epidemiology
Oxford, UK
Pinned Repositories
amld-2018
amld-2019
BNN_tox
EmbracingUncertainty
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
gp_turing
PPLs
PriorCVAE
PriorVAE
Code of PriorVAE: encoding spatial priors with variational autoencoders
prob-epi
Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"
ProbAI-2022
elizavetasemenova's Repositories
elizavetasemenova/prob-epi
Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"
elizavetasemenova/EmbracingUncertainty
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
elizavetasemenova/gp_turing
elizavetasemenova/PriorVAE
Code of PriorVAE: encoding spatial priors with variational autoencoders
elizavetasemenova/PriorCVAE
elizavetasemenova/ProbAI-2022
elizavetasemenova/gp_concentration_response
elizavetasemenova/PyMCon2020
elizavetasemenova/DeepLearningIndaba2022
elizavetasemenova/elizavetasemenova.github.io
elizavetasemenova/nn_in_R
elizavetasemenova/SIAM2023_probabilistic_programming
SIAM 2023 Probabilistic Programming tutorial
elizavetasemenova/dgm_evaluations_archiv
elizavetasemenova/elizavetasemenova
elizavetasemenova/GeometricKernels
Geometric kernels on manifolds, meshes and graphs
elizavetasemenova/gp-seminar-series.github.io
Seminar Series on Gaussian Process, Spatiotemporal Modeling, and Decision-making Systems
elizavetasemenova/hugoblogdown
elizavetasemenova/indaba-pracs-2023
Notebooks for the Practicals at the Deep Learning Indaba 2023.
elizavetasemenova/INLA_examples
elizavetasemenova/kronecker-gp-examples
Examples of Gaussian Processes (GP) regression with non-Gaussian likelihoods and missing values for Kronecker-structured covariance matrices.
elizavetasemenova/mechanistic_DILI
elizavetasemenova/pi-vae
Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space
elizavetasemenova/PriorCVAE_JAX
elizavetasemenova/pymc
Bayesian Modeling and Probabilistic Programming in Python
elizavetasemenova/resources
PyMC3 educational resources
elizavetasemenova/sbi_spatstat
elizavetasemenova/starter-hugo-research-group
👥 轻松创建研究组或组织网站 Create a stunning Research Group, Team, or Organization Website with Hugo
elizavetasemenova/statrethinking_lectures_numpyro
Repository for working through Statistical Rethinking lectures using numpyro
elizavetasemenova/tiddlywinks.jl
elizavetasemenova/www.julialang.org
Julia Project website