Category: scikit-learn
#gsoc #optimization #scikit-learn-speed #speedup #summary #vbench #benchmarking #python #scikit-learn
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 …
Category: scikit-learn
#gsoc #memory_profiler #scikit-learn-speed #vbench #benchmarking #python #scikit-learn
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 …
Category: scikit-learn
#gsoc #scikit-learn-speed #vbench #benchmarking #python #scikit-learn
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 …