Commit 180e3382 authored by Eric Maldonado's avatar Eric Maldonado
Browse files

cosmetics pres0

parent a024c012
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"\n",
"**A training to scale up Python code **\n",
"\n",
"Pierre Augier (LEGI), Cyrille Bonamy (LEGI), Eric Maldonado (Irstea), Franck Thollard (ISTerre), Christophe Picard (LJK), Loïc Huder (ISTerre)"
"Pierre Augier (LEGI), Cyrille Bonamy (LEGI), Eric Maldonado (Irstea), Franck Thollard (ISTerre), Raphaël Bacher (GIPSA-LAB), Loïc Huder (ISTerre)"
]
},
{
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%% Cell type:markdown id: tags:
# Python for High Performance Computing
**A training to scale up Python code **
Pierre Augier (LEGI), Cyrille Bonamy (LEGI), Eric Maldonado (Irstea), Franck Thollard (ISTerre), Christophe Picard (LJK), Loïc Huder (ISTerre)
Pierre Augier (LEGI), Cyrille Bonamy (LEGI), Eric Maldonado (Irstea), Franck Thollard (ISTerre), Raphaël Bacher (GIPSA-LAB), Loïc Huder (ISTerre)
%% Cell type:markdown id: tags:
# Python for High Performance Computing
- Day 0: Python language
- Day 1: Numpy / Scipy / Pandas + Visualization
- Day 2: Packaging, documentation, intro HPC, profiling
- Day 3 and 4: Wrapping, Python accelerators, parallel computing + personal projects
%% Cell type:markdown id: tags:
https://python.univ-grenoble-alpes.fr/
python@univ-grenoble-alpes.fr
<div><img style="float: left;margin-left : 70px" src='fig/logo_maimosine.png' height="100" width="100"/><img style="float: left; margin-left : 10px" src='fig/logo_sari.png' height="80" width="80"/><img style="float: left; margin-left : 10px" src='fig/logo_gricad.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_UGA.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_devlog.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_CNRS.jpg' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_data_institute.jpg' height="140" width="140"/></div>
%% Cell type:markdown id: tags:
# Formations
## Python Initiation
- début mars : formation initiation CNRS/UGA
- début avril : formation initiation Collège Ecole Doctorale/MaiMoSiNE
## Python calcul
- 12,13,17,18,19 Juin
@Doctorants - Inscription : https://www.adum.fr/script/formations.pl?mod=217234&site=UDG
@autres - Inscription : https://www.maimosine.fr/animation-scientifique/article/s-inscrire-a-une-formation
## Séminaire Machine Learning, IA, Deep Learning
- 6 juin 9h Auditorium IMAG
- Scikit-Learn, Keras entre autres
## Conf
- GeoPython 24 - 26 juin, Suisse
- Euroscipy 2019 takes place 2-6 September 2019 in Bilbao, Spain
https://python.univ-grenoble-alpes.fr/
(Pierre Augier - Franck Thollard - Raphaël Bacher - Cyrille Bonamy - Loic Huder - Eric Maldonado )
<div><img style="float: left;margin-left : 70px" src='fig/logo_maimosine.png' height="100" width="100"/><img style="float: left; margin-left : 10px" src='fig/logo_sari.png' height="80" width="80"/><img style="float: left; margin-left : 10px" src='fig/logo_gricad.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_UGA.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_devlog.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_CNRS.jpg' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_data_institute.jpg' height="140" width="140"/></div>
%% Cell type:markdown id: tags:
# Working sessions
<span style="color:red">Prochaine Session 20 Juin 10h @IMAG</span>
Présentation du moteur de workflow snakemake sur les serveurs de calcul du mesocentre CIMENT/GRICAD. (Florent Chuffard)
- Numpy, Scipy (mini-eigen) - Jupyter(lab)
- Matplotlib, other plotting tools: plotly, bokeh, altair,...
- GIS and maps (cartopy, basemap, ...)
- Sympy, sage - xarray, dask - Communication with machines / instruments, IoT
- Pandas, statmodels, bayesian stuff (Pymc, Emcee,...) - Machine learning: scikit-learn,...
- Deep learning: tensorflow (keras), pytorch,...
- Scikit-image, imageio, pillow, tifffile, opencv - HPC: mpi4py, h5py, h5netcdf, FFT, clusters, GPU
- Performance: cython, numba, pythran, swig
- GUI: PyQt, kivy, tk - Tests - Database - Package, deployment tool
- IDE: spyder, pycharm, eclipse(pydev), vim - Retour d'expériences de bascule sous Python
<span style="color:red">Recherche contributeurs également !</span>
<div><img style="float: left;margin-left : 70px" src='fig/logo_maimosine.png' height="100" width="100"/><img style="float: left; margin-left : 10px" src='fig/logo_sari.png' height="80" width="80"/><img style="float: left; margin-left : 10px" src='fig/logo_gricad.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_UGA.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_devlog.png' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_CNRS.jpg' height="80" width="80"/> <img style="float: left; margin-left : 10px" src='fig/logo_data_institute.jpg' height="140" width="140"/></div>
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