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Python code for "Probabilistic Machine learning" book by Kevin Murphy

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To solve https://github.com/probml/pml-book/issues/440 Tweak https://colab.research.google.com/github/probml/pyprobml/blob/master/notebooks/book1/07/gaussEvec.ipynb The exponents should be lambda^{-1/2}. I tried changing the text but the figure no longer renders properly (u_1, u_2 axis broken)

Fig 4.33: ![image](https://user-images.githubusercontent.com/59387624/180839565-4fdc0de2-d333-4bc4-86c6-d104684f7b83.png) 9.11 ![image](https://user-images.githubusercontent.com/59387624/180839654-d32767c9-7b00-43e1-ba92-530d63bcbfc5.png) 10.17(a) ![image](https://user-images.githubusercontent.com/59387624/180839910-18031fb6-d737-46ad-b661-aebed5b245ab.png) 11.6 ![image](https://user-images.githubusercontent.com/59387624/180839994-a212658b-a240-409d-8e4f-ac69796ba30c.png) 12.7 ![image](https://user-images.githubusercontent.com/59387624/180840159-06dc1f95-58de-4c4e-84cd-1fa17309b1a4.png) 12.22 ![image](https://user-images.githubusercontent.com/59387624/180840099-3b8b26d4-9311-4d94-80e9-4813b816e9af.png) 18.28 ![image](https://user-images.githubusercontent.com/59387624/180840244-ad1f099b-05b1-4647-b230-13b2a4706f72.png) 30.3 ![image](https://user-images.githubusercontent.com/59387624/180840332-f05beb17-d537-4f6c-9cd7-0034762cacf1.png) 31.7 ![image](https://user-images.githubusercontent.com/59387624/180840430-2a6c5bff-b1d0-4434-913d-1edee483245a.png) 35.4 ![image](https://user-images.githubusercontent.com/59387624/180840633-9b40c022-9f05-46a1-90d1-3f3840f35fbd.png)

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https://github.com/probml/pyprobml/blob/master/notebooks/book1/10/logreg_laplace_demo.ipynb

Convert this notebook from pymc to blackjax: https://colab.research.google.com/github/probml/pyprobml/blob/master/notebooks/book1/21/gmm_identifiability_pymc3.ipynb

- currently, this notebook won't run in colab, due to requirement of high memory. - Mostly prediction loops taking much memory, we can make it batch prediction to consume less...

this is ugly because lines don't line up