Machine Learning Tutorials In Python

Question

[Pappu]

I am looking for step by step machine learning tutorials (SVM, Bayes, HMM, ANN etc) in python with bioinformatics applications. So far I could only find tutorials on other application areas which were not useful. Thank you.

Answer 1

[Medhat]

i hope that link could help you a little it is focus on probabilistic models (Markov models, Hidden Markov models, and Bayesian networks) for biological sequence analysis and systems biology.

Machine Learning in Bioinformatics

also i suggest that you try

Rosalind

It is a platform for learning bioinformatics through problem solving you can start at the Python Village.

other interactive sites to learn Python

learnpython.org's

or

Code Academy

Answer 2

[Raony Guimarães]

My favorites are :

http://scikit-learn.org/stable/

http://pybrain.org/

http://pyml.sourceforge.net/

Answer 3

[Giovanni M Dall'Olio]

Have a look at the tutorials for Orange, a platform for machine learning analysis. Orange has both a graphical interface for generating machine learning workflows, and a python library to automatize the analysis. You can play with the graphical interface to learn the basics, and when you feel confortable, start using the python library directly.