10–13 Sept 2018
Academy of Sciences and Arts (Akademija nauka i umjetnosti Bosne i Hercegovine)
Europe/Sarajevo timezone
FUN WITH DATA!

Jupyter is Going Native! C++ as a First-Class Citizen of the Ecosystem

12 Sept 2018, 11:20
25m
Academy of Sciences and Arts (Akademija nauka i umjetnosti Bosne i Hercegovine)

Academy of Sciences and Arts (Akademija nauka i umjetnosti Bosne i Hercegovine)

7, Bistrik Sarajevo 71000, Bosnia and Herzegovina https://goo.gl/maps/Ct9jKrSER4z

Speaker

Sylvain Corlay

Description

The language-agnostic architecture of Project Jupyter enables the rich features of the Jupyter front-end for a large number of programming languages beyond Python, including Julia and R. However, despite the importance of the C++ scientific computing stack, adoption of Jupyter has remained limited in this community because of the compiled nature of the programming language.

In this presentation, we demonstrate the Xeus-Cling Jupyter kernel, which is built upon the Cling C++ interpreter from CERN and the Xeus C++ implementation of the Jupyter protocol. The Xeus-cling kernel includes features such as:

  • availability of quick help for any type or variable
  • the rich MIME type rendering for images, videos, or any MIME type for which renderers are available in JupyterLab or the classic Notebook
  • xwidgets, a native backend to Jupyter interactive widgets, including all the widgets from the core jupyter-widgets library but also backends for bqplot (xplot), ipyleaflet (xleaflet), pythreejs (xthreejs), and ipyvolume (xvolume)

Then we dive into the ecosystem of available libraries for interactive scientific computing in C++, such as xtensor for lazy array-based computing and xframe for labeled arrays and datasets.

Presentation materials

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