# Scikit-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, along with some from earlier this year.

After some effort and bugfixes …

# Memory benchmarking with vbench

Category: benchmarking
#memit #memory #vbench #python #scikit-learn

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 …

# On why my %memit fails on OSX

Category: benchmarking
#IPython #magic #memit #mprun #benchmarking #python

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 pretty important bug:

[On MacOS X (10.7 but maybe more), after forking …