Oxford, UK

Elizaveta Semenova

Elite
@elizavetasemenova

Bayesian inference, spatial statistics, deep generative models, epidemiology

elizaveta-semenova.com/

prob-epi. Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"

71

EmbracingUncertainty. Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"

30

gp_turing. Jupyter Notebook

15

PriorVAE. Code of PriorVAE: encoding spatial priors with variational autoencoders

12

amld-2018. Jupyter Notebook

10

amld-2019. Jupyter Notebook

9

PriorCVAE. Jupyter Notebook

7

BNN_tox. Jupyter Notebook

7

PPLs. Jupyter Notebook

6

ProbAI-2022. Stan

5

gp_concentration_response. HTML

3

PyMCon2020. Python

3

RLadiesLausanne. R-Laides Lausanne Meetup 13th April 2018

2

nn_in_R. R

1

elizavetasemenova.github.io. HTML

1

DeepLearningIndaba2022.

1

BayesianInferencePythonIntro. An introduction to Bayesian inference with Python using PyStan and PyMC3

1

SIAM2023_probabilistic_programming. SIAM 2023 Probabilistic Programming tutorial

1

deepRV_INLA. R

1

PriorCVAE_JAX. Python

1

NLPintro. HTML

1
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