Exploring a oneAPI-based GPU-powered backend for scikit-learn
The goal of our study is to evaluate the potential of the oneAPI-based software stack for ease of installation, interoperability, and performance on GPUs for sklearn popular estimators
Category: News
[PhD defense] Embedding models for relational data analytics
The PhD defense of Alexis Cvetkov-Iliev on “Embedding models for relational data analytics” will take place on January 25 at 12:30 in Amphithéâtre Sophie Germain, Inria Saclay. It can also be attended remotely via the following link: https://inria.webex.com/meet/alexis.cvetkov-iliev. Short abstract of the defense:Data analysis, for instance with machine learning, typically…
Soda announces Intel oneAPI Center of Excellence to improve the performance of the scikit-learn machine learning library
Fast and More Efficient Machine Learning across Architectures [29 March, 2022] – Soda announces establishing an Intel oneAPI Center of Excellence for scikit-learn acceleration as part of a collaboration with Intel. In the information age, machine learning algorithms must efficiently manage large data sets. This requires scalable algorithms and efficient…
Birth of a new project
The Soda team, with its research project, is born. We have been working on the project, and assembling the team for a while, so we are really excited to be going live!
[PhD defense] Embedding models for relational data analytics
The PhD defense of Alexis Cvetkov-Iliev on “Embedding models for relational data analytics” will take place on January 25 at 12:30 in Amphithéâtre Sophie Germain, Inria Saclay. It can also be attended remotely via the following link: https://inria.webex.com/meet/alexis.cvetkov-iliev. Short abstract of the defense:Data analysis, for instance with machine learning, typically…
Soda announces Intel oneAPI Center of Excellence to improve the performance of the scikit-learn machine learning library
Fast and More Efficient Machine Learning across Architectures [29 March, 2022] – Soda announces establishing an Intel oneAPI Center of Excellence for scikit-learn acceleration as part of a collaboration with Intel. In the information age, machine learning algorithms must efficiently manage large data sets. This requires scalable algorithms and efficient…
Birth of a new project
The Soda team, with its research project, is born. We have been working on the project, and assembling the team for a while, so we are really excited to be going live!
