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Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023

probabilistic.ai/

Apache-2.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
Day1		Day1
Day2-AfterLunch		Day2-AfterLunch
Day2-BeforeLunch		Day2-BeforeLunch
Day2-Evening		Day2-Evening
LICENSE		LICENSE
README.md		README.md

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ProbAI 2023 - Probabilistic Programming, Variational Inference and Optimization Tutorial with Pyro

Day 1 (June 12 -- 1pm - 4pm)

Day 2 - Before Lunch (June 13 -- 9am-12pm)

Day 2 - After Lunch (June 13 -- 1pm-4pm)

Slides
Notebook: BayesianNeuralNetworks
Notebook: students_BBVI
Notebook: solutions_BBVI
Notebook: student_simple_gaussian_model_pyro
Notebook: solution_simple_gaussian_model_pyro
Notebook: Bayesian_linear_regression
Notebook: students_bayesian_logistic_regression
Notebook: solutions_bayesian_logistic_regression

Day 2 - Evening (June 13 -- 4.30pm-5.30pm)

Slides
Notebook: students_VAE
Notebook: solutions_VAE

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Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023

probabilistic.ai/

probabilistic-programming variational-inference probabilistic-machine-learning probabilistic-ai

Apache-2.0 license

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