EuroSciPy : video
17h39 06  mars
EuroSciPy 2019 Bilbao - Can we make Python fast without sacrificing readability? - JL Cano
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 16.30 Can we make Python fast without sacrificing readability? numba for Astrodynamics Juan Luis Cano Rodrà guez There are several solutions to make Python faster, and choosing one is not easy: we would want it to be fast without...
17h38
EuroSciPy 2019 Bilbao - PSYDAC: a parallel finite element solver - Yaman GÃ Ã lÃ
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 16.45 PSYDAC: a parallel finite element solver with automatic code generation Yaman Gà à là PSYDAC takes input from SymPDE (a SymPy extension for partial differential equations), applies a finite-element discretization, generates MPI...
17h30
EuroSciPy 2019 Bilbao - High performance machine learning with dislib - Javier à lvarez
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 15.45 High performance machine learning with dislib Javier à lvarez This talk will present dislib, a distributed machine learning library built on top of PyCOMPSs programming model. One of the main focuses of dislib is solving large...
16h55
EuroSciPy 2019 Bilbao - PyPy meets SciPy - Ronan Lamy
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 15.15 PyPy meets SciPy Ronan Lamy PyPy, the fast and compliant alternative implementation of Python, is now compatible with the SciPy ecosystem. We’ll explore how scientific programmers can use it. PyPy is a fast and compliant...
16h46
EuroSciPy 2019 Bilbao - Understanding Numba - Valentin Haenel
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 14.45 Understanding Numba Valentin Haenel In this talk I will take you on a whirlwind tour of Numba and you will be quipped with a mental model of how Numba works and what it is good at. At the end, you will be able to decide if Numba...
16h20
EuroSciPy 2019 Bilbao - Data sciences in a polyglot world with xtensor and xframe - Sylvain and Wolf
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 12.00 Data sciences in a polyglot world with xtensor and xframe Sylvain Corlay and Wolf Vollprecht The main scientific computing programming languages have different models the main data structures of data science such as dataframes and...
16h20
EuroSciPy 2019 Bilbao - Recent advances in python parallel computing - Pierre Glaser
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 11.30 Recent advances in python parallel computing Pierre Glaser Modern hardware is multi-core. It is crucial for Python to provide efficient parallelism. This talk exposes the current state and advances in Python parallelism, in order...
15h54
EuroSciPy 2019 Bilbao - Histogram-based Gradient Boosting in scikit-learn 0.21 - Olivier Grisel
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 11.00 Histogram-based Gradient Boosting in scikit-learn 0.21 Olivier Grisel In this presentation we will present some recently introduced features of the scikit-learn Machine Learning library with a particular emphasis on the new...
15h54
EuroSciPy 2019 Bilbao - Visual Diagnostics at Scale - Rebecca Bilbro
EuroSciPy 2019 Bilbao September 5, Thursday Baroja. Talk. 10.30 Visual Diagnostics at Scale Dr. Rebecca Bilbro Machine learning is a search for the best combination of features, model, and hyperparameters. But as data grow, so does the search space Fortunately, visual diagnostics can focus our...
15h07
EuroSciPy 2019 Bilbao - emzed: a framework for analysis of mass-spectrometry data - Uwe Schmitt
EuroSciPy 2019 Bilbao September 5, Thursday Oteiza. Talk. 15.15 emzed: a Python based framework for analysis of mass-spectrometry data Uwe Schmitt This talk is about emzed, a Python library to support biologists with little programming knowledge to implement ad-hoc analyses as well as...
15h07
EuroSciPy 2019 Bilbao - VeloxChem: Python meets quantum chemistry and HPC - Olav Vahtras
EuroSciPy 2019 Bilbao September 5, Thursday Oteiza. Talk. 14.45 VeloxChem: Python meets quantum chemistry and HPC Olav Vahtras A new and efficient Python C modular library for real and complex response functions at the level of Kohn-Sham density functional theory Zilvinas Rinkevicius, Xin Li...
15h07
EuroSciPy 2019 Bilbao - vtext: fast text processing in Python using Rust - Roman Yurchak
EuroSciPy 2019 Bilbao September 5, Thursday Oteiza. Talk. 15.45 vtext: fast text processing in Python using Rust Roman Yurchak In this talk, we present some of the benefits of writing extensions for Python in Rust. We then illustrate this approach on the vtext project, that aims to be a high...
15h07
EuroSciPy 2019 Bilbao - Kubeflow Kale: from Jupyter Notebook to Complex Pipelines - Valerio Maggio
EuroSciPy 2019 Bilbao September 5, Thursday Oteiza. Talk. 10.30 Kubeflow Kale: from Jupyter Notebook to Complex Pipelines Valerio Maggio Nowadays, most of the High Performance Computing (HPC) tasks are carried out in the Cloud, and this is as much as in industry as in research. Main advantages...
15h07
EuroSciPy 2019 Bilbao - TelApy: compute free surface flows and sediments transport - Yoann Audouin
EuroSciPy 2019 Bilbao September 5, Thursday Oteiza. Talk. 16.45 TelApy a Python module to compute free surface flows and sediments transport in geosciences and examples of how it is used to inter-operate with other Python libraries for Uncertainty Quantification, Optimization, Reduced Order...
15h07
EuroSciPy 2019 Bilbao - Probabilistic Data Structures in Data Intensive Applications - Andrii Gakhov
EuroSciPy 2019 Bilbao September 5, Thursday Oteiza. Talk. 11.00 Exceeding Classical: Probabilistic Data Structures in Data Intensive Applications Andrii Gakhov We interact with an increasing amount of data but classical data structures and algorithms can’t fit our requirements anymore. This...