├── .gitignore ├── 1.PROBABILITY_DISTRIBUTIONS ├── 1.1 Binary_Variables.ipynb ├── 1.2 Multinomial_Variables.ipynb ├── 1.3 The_Gaussian_Distribution.ipynb ├── 1.4 Conditional_and_Marginal_Gaussian_Distributions.ipynb └── Untitled.ipynb ├── 2.LINEAR_MODELS_FOR_REGRESSION ├── .DS_Store ├── Bayesian_Linear_Regression.ipynb ├── Linear_Basis_Function_Models.ipynb ├── Old_Faithful_Geyser_Experiment.ipynb ├── faithful.csv └── pics │ ├── .DS_Store │ ├── linear_model.png │ └── linear_model2.png ├── LICENSE ├── README.md ├── figaro_2.11-4.1.0.0.jar ├── jsci-1.2.jar ├── p1.Figaro_intro ├── .DS_Store ├── 1.figaro_helloworld.ipynb ├── 2.basic_element.ipynb └── figaro_concept.png └── p2.Figaro_dependent_model ├── .DS_Store ├── 1.use_bayesian_net_to_diagnose_printer.ipynb ├── print_result_summary.jpeg └── printer_state.jpeg /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 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