Probai 2021 Pyro Save
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)
Project README
ProbAI 2021 - Probabilistic Programming and Variational Inference Tutorial with Pryo
Day 1 (June 14)
- Slides
- Notebook: students_PPLs_Intro
- Notebook: solutions_PPLs_Intro
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
Open Source Agenda is not affiliated with "Probai 2021 Pyro" Project. README Source: PGM-Lab/probai-2021-pyro
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