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  1. Scikit-learn-speed: An overview on the final day

    Mon 20 August 2012
    By vene

    This summer, I was granted the project called scikit-learn-speed, consisting of developing a benchmarking platform for scikit-learn and using it to find potential speedups, and in the end, make the library go faster wherever I can.

    On the official closing day of this work, I’d like to take a ...

  2. Scikit-learn-speed HTML reports teaser

    Fri 20 July 2012
    By vene

    EDIT: I made the plots a little more readable, check it out!

    Last time, I teased you with a screenshot of local output. Now, I will tease you with the benchmarks run on a couple of recent commits, along with some from earlier this year.

    After some effort and bugfixes ...

  3. Memory benchmarking with vbench

    Thu 05 July 2012
    By vene

    The scikit-learn-speed project now has memory usage benchmarking!

    This was accomplished by building on what I described in my recent posts, specifically the extensions to Fabian’s [memory_profiler][] that you can find in my fork, but they will be merged upstream soon. The key element is the %magic_memit function whose ...

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