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
#multi-step #multistep #vbench #benchmarking #python #scikit-learn
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. As soon as we verify that everything is good, we will move …
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 …