Large Scale Machine Learning and Other Animals

Wednesday, February 29, 2012

The world's coolest machine learning internships - updated

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Note: Openings for summer 2014 are here. I believe that every graduate student should try to do at least two internships in the industry. ...
23 comments:
Monday, February 27, 2012

Matrix Market Format

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Matrix Market is a very simple format devised by NIST to store different types of matrices. For GraphLab matrix libraries: linear solvers...
6 comments:
Sunday, February 26, 2012

SVD strikes again!

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As you may now, SVD is a topic which constantly comes up in my blog. This is a chicken and egg problem: as more I work on SVD, I get more re...
2 comments:
Thursday, February 9, 2012

New Java GraphLab tutorial

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I am glad to report that we have a new addition to our GraphLab team: Jim Lim , a CMU sophomore in information systems (computer science). ...
1 comment:
Monday, February 6, 2012

Installing GraphLab on Ubuntu - 32 bit

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Warning: this tutorial is deprecated. We no longer support GraphLab for Ubutnu 32 bit. You should use Ubutnu 64 bit with the instructions he...
4 comments:
Wednesday, February 1, 2012

Community detection using GraphLab

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I got this from Timmy Wilson, our man in Ohio and a power Graphlab user: you need an html5 compliant browser to see/interact w/ the vis...
Tuesday, January 31, 2012

Image segmentation in GraphLab

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I got the following question from Doug Epps: Hi, I'm interested in implementing " Random Walks for Image Segmentation " (L...
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About Me

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Danny Bickson
6 years ago, along with my collaborators at Carnegie Mellon University, I have started the GraphLab large scale open source project, which is a framework for implementing machine learning algorithms in parallel and distributed settings. When the project became popular, we have decided to raise money to expand the project and provide an industry grade solution. Specifically I wrote the award wining collaborative filtering toolkit to GraphLab which is widely deployed today, and helped us win top places at ACM KDD CUP 2011, ACM KDD CUP 2012 among other competitions. Checkout our website: http://dato.com
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