Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)

Last update: Nov 01, 2022

Overview

ProbAI 2021 - Probabilistic Programming and Variational Inference Tutorial with Pryo

Day 1 (June 14)

Day 2 (June 15)

Slides
Unabridged Slides
Notebook: students_simple_model
Notebook: solutions_simple_model
Notebook: students_bayesian_regression_VI
Notebook: solutions_bayesian_regression_VI
Notebook: FA

Day 3 (June 16)

Slides
Notebook: student_BBVI
Notebook: solution_BBVI
Notebook: bayesian_linear_regression
Notebook: students_bayesian_logistic_regression
Notebook: solutions_bayesian_logistic_regression
Notebook: student_simple_gaussian_model_pyro
Notebook: solution_simple_gaussian_model_pyro
Notebook: FA_binomial
Notebook: VAE

Owner

PGM-Lab

GitHub Repository

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