More on memory benchmarking
Following up on my task to make it easier to benchmark memory usage in Python, I updated Fabian’s memory_profiler to include a couple of useful IPython magics. While in my last post, I used the new...
View ArticleOn why my %memit fails on OSX
In my last post I mentioned that I’m not satisfied with the current state of %memit, because some more complicated numerical function calls make it crash. I will start this post with a reminder of a...
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Memory benchmarking with vbench
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...
View ArticleScikit-learn-speed HTML reports teaser
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,...
View ArticleProfiler output, benchmark standard deviation and other goodies in...
This post is about the scikit-learn benchmarking project that I am working on, called scikit-learn-speed. This is a continuous benchmarking suite that runs and generates HTML reports using Wes...
View ArticleThe scikit-learn-speed ship has set sail! Faster than ever, with multi-step...
I am pleased to announce that last night at 2:03 AM, the first fully automated run of the scikit-learn-speed test suite has run on our Jenkins instance! You can admire it at its temporary home for now....
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Inverses and pseudoinverses. Numerical issues, speed, symmetry.
The matrix inverse is a cornerstone of linear algebra, taught, along with its applications, since high school. The inverse of a matrix \(A\), if it exists, is the matrix \(A^{-1}\) such that \(AA^{-1}...
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Scikit-learn-speed: An overview on the final day
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...
View ArticleReally the most common english idioms?
A while back I ran into this blog post and it made me wonder. I’m not a native speaker but the idiomatic phrases that they note as common don’t strike me as such. I don’t think I have ever encountered...
View ArticleBibTeX-powered publications list for Pelican with pelican-bibtex
Hook Wouldn’t you like to manage your academic publications list easily within the context of your static website? Without resorting to external services, or to software like bibtex2html, which is...
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