From 979d3e842d918479ecdb9006be0755b27212aaa9 Mon Sep 17 00:00:00 2001 From: Ashwin Prakash Nalwade <53330017+ashwinpn@users.noreply.github.com> Date: Sun, 13 Oct 2019 09:53:21 -0400 Subject: [PATCH] Addedn PRML by Bishop. --- Machine-Learning/Sources.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/Machine-Learning/Sources.md b/Machine-Learning/Sources.md index 5780c6f9..86e833fb 100644 --- a/Machine-Learning/Sources.md +++ b/Machine-Learning/Sources.md @@ -35,12 +35,14 @@ category: Libraries * [Machine Learning, Neural and Statistical Classification](http://www1.maths.leeds.ac.uk/~charles/statlog/) - D. Michie, D.J. Spiegelhalter, C.C. Taylor * [Natural Language Processing with Python](http://victoria.lviv.ua/html/fl5/NaturalLanguageProcessingWithPython.pdf) - Edward Loper, Ewan Klein, and Steven Bird (PDF) * [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com) +* [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/uploads/prod/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf) - Christopher M. Bishop (PDF) * [Probabilistic Models in the Study of Language](http://idiom.ucsd.edu/~rlevy/pmsl_textbook/text.html) (Draft, with R code) * [Programming Computer Vision with Python](http://programmingcomputervision.com/) - Jan Erik Solem * [The LION Way: Machine Learning plus Intelligent Optimization](http://www.e-booksdirectory.com/details.php?ebook=9575) - Roberto Battiti, Mauro Brunato * [The Python Game Book](http://thepythongamebook.com/en%3Astart) * [Understanding Machine Learning: From Theory to Algorithms](https://www.cse.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf) - Shai Shalev-Shwartz, Shai Ben-David (PDF) + [⬆ Back to Top](#table-of-contents) ### Websites