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Entries Tagged as 'Machine Learning'

Roadrunner reaches a Petaflop

June 9th, 2008 · 1 Comment

According to this article the Roadrunner supercomputer has now reached a Petaflop.  Although it doesn’t sound like an official benchmark result yet, given that the International Supercomputing Conference starts in a week I guess the timing of the article is deliberate and an official position on the Top 500 supercomputers list will follow.
Next milestone…. 1016 [...]

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Tags: Computer Power · Hardware · Machine Learning · Singularity · Supercomputers

SciPy - some more thoughts

May 9th, 2008 · 6 Comments

With over 20,000 visitors in 2 days I discovered what my poor web server’s maximum capacity is: about 70 visitors a minute.  It doesn’t sound like that much to me, but a number of times I had to ask my ISP to resuscitate the thing.  I guess all the interpreted PHP code and database access [...]

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Tags: Machine Learning · Python · Scipy

SciPy - the embarrassing way to code

May 6th, 2008 · 39 Comments

I’ve programmed in many languages before, indeed I’ve spent at least a year working in Basic, C, C++, C#, java, assembler, modula-2, powerhouse and prolog.  One thing I’ve never done before is Matlab, well except a few basic exercises for some course I did way back.  A couple of years ago I started using python [...]

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Tags: Efficiency · Finance · Machine Learning · Neural Networks · Python · Scipy

The power of knowledge and intelligence

April 28th, 2008 · 2 Comments

After all this time, I’m finally getting to the stage of knowing enough to know how much I don’t know.  Or in Rumsfeld’s lexicon: unknown unknowns are slowly becoming known unknowns.  Equations, theorems and whole sub-fields of study that I’d previous heard mentioned, or that I’d studied and largely forgotten as they didn’t seem useful, [...]

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Tags: AGI · Finance · Machine Learning · Singularity · Start-up

Gatsby Unit visit

February 29th, 2008 · No Comments

I’ve been invited to give a talk next week at the Gatsby Unit in London. Gatsby is known around the world for its research into theoretical neuroscience, computational neuroscience and machine learning. It’s home to famous researchers such as Peter Dayan, David MacKay and, until recently, Geoffrey Hinton. I’ll also get to [...]

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Tags: Machine Learning · Neuroscience