About¶
PRML is considered (and correctly so) the bible of probabilistic machine learning.
It is written by Dr. Christopher Bishop.
Some Logistics¶
The book is available to download for free courtsey Microsoft
See this link for all the details - https://www.microsoft.com/en-us/research/people/cmbishop/prml-book/
Direct link to the book’s PDF
My Goals¶
[ ] Python port of the book by implementing the various concepts
[ ] Demonstrate the usage of modern libraries that implement these concepts & algorithms
[ ] Notes & commentary along with the code snippets
Availability in various formats¶
The main organization of this repository is to make use of jupyter-book. You can find the generated book here - https://ksachdeva.github.io/prml/
You can use binder as well - TODO
You can use colab as well - TODO