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: benchmarking
#inv #matrix inverse #numerical analysis #numerical methods #pinv #pinvh #positive semidefinite #pseudoinverse #symmetric #benchmarking #python
The matrix inverse is a cornerstone of linear algebra, taught, along with its applications, since high school. The inverse of a matrix $latex A$, if it exists, is the matrix $latex A\^{-1}$ such that $latex AA\^{-1} = A\^{-1}A = I_n$. Based on the requirement that the left and …
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 …