├── Chapter01 ├── 01 Thinking Probabilistically.ipynb ├── B11197_01_01.png ├── B11197_01_02.png ├── B11197_01_03.png ├── B11197_01_04.png ├── B11197_01_05.png ├── B11197_01_06.png ├── B11197_01_07.png ├── B11197_01_08.png └── beta_binomial.odg ├── Chapter02 ├── 02 Programming probabilistically.ipynb ├── B11197_02_01.png ├── B11197_02_02.png ├── B11197_02_03.png ├── B11197_02_04.png ├── B11197_02_05.png ├── B11197_02_06.png ├── B11197_02_07.png ├── B11197_02_08.odg ├── B11197_02_08.png ├── B11197_02_09.png ├── B11197_02_10.png ├── B11197_02_11.png ├── B11197_02_12.png ├── B11197_02_13.odg ├── B11197_02_13.png ├── B11197_02_14.png ├── B11197_02_15.png ├── B11197_02_16.png ├── B11197_02_17.png ├── B11197_02_18.png ├── B11197_02_19.odg ├── B11197_02_19.png ├── B11197_02_20.png ├── B11197_02_21.png └── B11197_02_22.png ├── Chapter03 ├── 03_Modeling with Linear Regressions.ipynb ├── B11197_03_01.odg ├── B11197_03_01.png ├── B11197_03_02.png ├── B11197_03_03.png ├── B11197_03_04.png ├── B11197_03_05.png ├── B11197_03_06.png ├── B11197_03_07.png ├── B11197_03_08.png ├── B11197_03_10.png ├── B11197_03_11.png ├── B11197_03_12.png ├── B11197_03_13.png ├── B11197_03_14.png ├── B11197_03_15.png ├── B11197_03_16.png ├── B11197_03_17.png ├── B11197_03_18.png ├── B11197_03_19.png ├── B11197_03_20.png ├── B11197_03_21.png ├── B11197_03_22.png ├── B11197_03_23.png ├── B11197_03_24.png ├── B11197_03_25.png ├── B11197_03_26.png ├── B11197_03_27.png ├── B11197_03_28.png ├── B11197_03_29.png └── B11197_03_30.png ├── Chapter04 ├── 04_Generalizing_linear_models.ipynb ├── B11197_04_01.png ├── B11197_04_02.png ├── B11197_04_03.png ├── B11197_04_04.png ├── B11197_04_05.png ├── B11197_04_06.png ├── B11197_04_07.png ├── B11197_04_08.png ├── B11197_04_09.png ├── B11197_04_10.png ├── B11197_04_11.png ├── B11197_04_12.png └── B11197_04_13.png ├── Chapter05 ├── 05_Model_comparison.ipynb ├── B11197_05_01.png ├── B11197_05_02.png ├── B11197_05_03.png ├── B11197_05_04.png ├── B11197_05_05.png ├── B11197_05_06.png ├── B11197_05_07.png ├── B11197_05_08.png ├── B11197_05_09.png ├── B11197_05_11.png ├── B11197_05_12.png ├── B11197_05_13.png ├── B11197_05_14.png └── B11197_05_15.png ├── Chapter06 ├── 06_mixture_models.ipynb ├── B11197_06_01.png ├── B11197_06_02.png ├── B11197_06_03.png ├── B11197_06_04.png ├── B11197_06_06.png ├── B11197_06_07.png ├── B11197_06_08.png ├── B11197_06_09.png ├── B11197_06_10.png ├── B11197_06_11.png ├── B11197_06_12.png ├── B11197_06_13.png ├── B11197_06_14.png └── B11197_06_15.png ├── Chapter07 ├── 07_Gaussian process.ipynb ├── B11197_07_01.png ├── B11197_07_02.png ├── B11197_07_03.png ├── B11197_07_04.png ├── B11197_07_05.png ├── B11197_07_06.png ├── B11197_07_07.png ├── B11197_07_08.png ├── B11197_07_09.png ├── B11197_07_10.png ├── B11197_07_11.png ├── B11197_07_12.png ├── B11197_07_13.png ├── B11197_07_14.png ├── B11197_07_15.png ├── B11197_07_16.png └── B11197_07_17.png ├── Chapter08 ├── 08_Inference_engines.ipynb ├── B11197_08_01.png ├── 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