# Profiler output, benchmark standard deviation and other goodies in scikit-learn-speed

This post is about the scikit-learnbenchmarking project that I am working on, called scikit-learn-speed. This is a continuous benchmarking suite that runs and generates HTML reports using Wes McKinney’s vbench framework, to which I had to make some (useful, I hope) additions.

You …

# 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 …