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update code pymc 3.11
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aloctavodia committed Nov 4, 2021
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304 changes: 50 additions & 254 deletions code_3_11/Chp2/02 Programming probabilistically.ipynb

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2,970 changes: 2,970 additions & 0 deletions code_3_11/Chp3/03_Modeling with Linear Regressions.ipynb

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1,990 changes: 1,990 additions & 0 deletions code_3_11/Chp4/04_Generalizing_linear_models.ipynb

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1,266 changes: 1,266 additions & 0 deletions code_3_11/Chp5/05_Model_comparison.ipynb

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1,388 changes: 1,388 additions & 0 deletions code_3_11/Chp6/06_mixture_models.ipynb

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2,286 changes: 2,286 additions & 0 deletions code_3_11/Chp7/07_Gaussian process.ipynb

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742 changes: 742 additions & 0 deletions code_3_11/Chp8/08_Inference_engines.ipynb

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45 changes: 45 additions & 0 deletions code_3_11/data/anscombe.csv
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group,x,y
I,10.0,8.04
I,8.0,6.95
I,13.0,7.58
I,9.0,8.81
I,11.0,8.33
I,14.0,9.96
I,6.0,7.24
I,4.0,4.26
I,12.0,10.84
I,7.0,4.82
I,5.0,5.68
II,10.0,9.14
II,8.0,8.14
II,13.0,8.74
II,9.0,8.77
II,11.0,9.26
II,14.0,8.1
II,6.0,6.13
II,4.0,3.1
II,12.0,9.13
II,7.0,7.26
II,5.0,4.74
III,10.0,7.46
III,8.0,6.77
III,13.0,12.74
III,9.0,7.11
III,11.0,7.81
III,14.0,8.84
III,6.0,6.08
III,4.0,5.39
III,12.0,8.15
III,7.0,6.42
III,5.0,5.73
IV,8.0,6.58
IV,8.0,5.76
IV,8.0,7.71
IV,8.0,8.84
IV,8.0,8.47
IV,8.0,7.04
IV,8.0,5.25
IV,19.0,12.5
IV,8.0,5.56
IV,8.0,7.91
IV,8.0,6.89
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