├── .gitignore ├── LICENSE ├── README.md ├── images ├── dorai.jpg ├── imsc50.png ├── pylearn.png ├── ronojoy.jpg ├── titanic-missingdata.png └── titanic.png ├── notes ├── BayesianNetworks.md └── ProbabilisticProgramming.md ├── presentations ├── .ipynb_checkpoints │ ├── ChennaiPy-ProbabilisticProgrammingWithLea-checkpoint.ipynb │ └── PyCon-ReasoningUnderUncertainty-Lea-checkpoint.ipynb ├── ChennaiPy-ProbabilisticProgrammingWithLea.ipynb ├── ValueFromData-01-DataScienceTheory.pdf └── ValueFromData-02-ProbabilityForDataScience.pdf ├── scripts ├── .ipynb_checkpoints │ └── Bayesian regression-checkpoint.ipynb ├── Bayesian regression.ipynb ├── ex1-coin-tossing.py ├── ex2-monty-hall.py ├── ex3-fred-lisp-dilemma.py ├── ex4-titanic-disaster.py ├── ex4a-titanic-daft-pgm.py ├── titanic.pdf └── titanic.png └── writings └── bayesian_machine_learning_for_business_decisions.md /.gitignore: -------------------------------------------------------------------------------- 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