Posts Tagged ‘cbb752b16’

EM algorithm

March 11, 2016

What’s the EM #algorithm?
http://www.nature.com/nbt/journal/v26/n8/full/nbt1406.html Description of its essence in simple contexts (ie coin toss) & as soft version of kmeans

What is the expectation maximization algorithm? : Article : Nature Biotechnology

Primer
Nature Biotechnology 26, 897 – 899 (2008)
doi:10.1038/nbt1406

Chuong B Do & Serafim Batzoglou

Abstract
The expectation maximization algorithm arises in many computational biology applications that involve probabilistic models. What is it good for, and how does it work?

without too much math

SVM movie

March 5, 2016

quick video for visualizing the power of kernels in SVM
https://www.youtube.com/watch?v=3liCbRZPrZA

Visualizing matrix multiplication as a linear combination – Eli Bendersky’s website

February 20, 2016

http://eli.thegreenplace.net/2015/visualizing-matrix-multiplication-as-a-linear-combination/

MIT Linear Algebra, Lecture 3: Matrix Multiplication and Inverse Matrices – good coders code, great coders reuse

February 20, 2016

http://www.catonmat.net/blog/mit-linear-algebra-part-three/

Commonly Taught Bioinformatics Topics, Derived from Syllabi of 19 Universities.

September 24, 2015

A Helpful Reference

https://apps.lis.illinois.edu/wiki/download/attachments/4369699/curriculum+analysis.doc?version=4