BIO Machine learning

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Machine Learning


This page is a placeholder, or under current development; it is here principally to establish the logical framework of the site. The material on this page is correct, but incomplete.


Overview of "classical" and current approaches to machine learning.



 

Introductory reading

Machine learning


 

Introduction

Paradigms

Neural Networks

Hidden Markov Models

Support Vector Machines

Introduction

Introduction

Introduction

Introduction

Introduction

   

Further reading and resources

Hinton et al. (2006) A fast learning algorithm for deep belief nets. Neural Comput 18:1527-54. (pmid: 16764513)

PubMed ] [ DOI ]

Lodhi, H. (2012) Computational biology perspective: kernel methods and deep learning. WIREs: Computational Statistics 4(5):455-465.
(pmid: None)Source URL ][ DOI ]