├── .gitignore ├── 1_Introduction-to-Bayes.html ├── 1_Introduction-to-Bayes.ipynb ├── 2_Markov-Chain-Monte-Carlo.ipynb ├── 3_Introduction-to-PyMC.ipynb ├── 4_Model-Building-with-PyMC.ipynb ├── 5_Model-Checking.ipynb ├── README.md ├── check_env.py ├── data └── cancer.csv ├── examples └── bioassay.py ├── images ├── 123.png ├── bayes.png ├── bayes_formula.png ├── can-of-worms.jpg ├── conditional.png ├── dag.png ├── fisher.png ├── hemophilia.png └── prob_model.png ├── notebook.tex └── styles ├── bmh_matplotlibrc.json ├── custom.css └── matplotlibrc /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints/ 2 | /*.png -------------------------------------------------------------------------------- /1_Introduction-to-Bayes.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fonnesbeck/scipy2014_tutorial/HEAD/1_Introduction-to-Bayes.html 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