├── .gitignore ├── Day1 ├── Figures │ ├── Ice-Cream-Shop-Model-Humidity.png │ ├── Ice-Cream-Shop-Model.png │ ├── Ice-cream_shop_-_Florida.jpg │ ├── PGM-Tem-Sensor.png │ ├── PGM-Tem-Sensor2.png │ ├── PGM-Tem-Sensor3.png │ ├── PGM-Tem_sensor4.png │ ├── blue.png │ ├── humidity-exercise.png │ ├── icecream-model-temporal.png │ ├── tempmodel-temporal-III.png │ └── tempmodel-temporal-IV.png ├── notebooks │ ├── solutions_PPLs_Intro.ipynb │ └── students_PPLs_Intro.ipynb ├── rugged_data.csv └── slides-Day1.pdf ├── Day2 ├── Figures │ ├── BayesianLinearRegressionModel.png │ └── FA-model.png ├── notebooks │ ├── FA.ipynb │ ├── solution_simple_model.ipynb │ ├── solutions_bayesian_regression_VI.ipynb │ ├── students_bayesian_regression_VI.ipynb │ └── students_simple_model.ipynb ├── prob_ai_data.csv ├── slides-Day2-unabridged.pdf └── slides-Day2.pdf ├── Day3 ├── Figures │ ├── BayesianLinearRegressionPGM.png │ ├── BayesianLogisticRegressionPGM.png │ ├── FA_model.png │ └── simple_pyro_exercise.png ├── 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