Working Group Python Workshop
For Researchers in Mathematics and Computer Science
| Date/Time | Talk details |
|---|---|
|
18/11/2020 10:45 am - 12:15 pm |
Thomas Tournaire - SimPy Package tutorial |
|
28/10/2020 11:00 am - 12:00 pm |
Rémy Léone - What problems does cloud solve? Non BS introduction by a former academic.
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
14/10/2020 11:00 am - 12:00 pm |
Édouard Pineau - Iterators: A Simple Tool to Browse Objects in Python
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
23/09/2020 11:00 am - 12:00 pm |
François Durand - Dictionaries
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
16/09/2020 11:00 am - 12:00 pm |
François Durand - Collections in Python |
|
01/07/2020 11:00 am - 12:00 pm |
Élie de Panafieu - "Clean Code" from Robert Martin |
|
17/06/2020 11:00 am - 12:00 pm |
François Durand - Introduction to Pygame |
|
03/06/2020 11:00 am - 12:00 pm |
Fabien Mathieu - Input, Output, and the Internet: Part II
LINCS Seminars room, Paris |
|
20/05/2020 11:00 am - 12:00 pm |
Fabien Mathieu - Input, Output, and the Internet: Part I
LINCS Seminars room, Paris |
|
11/03/2020 11:00 am - 12:00 pm |
Léo Laugier - Introduction to PyTorch
Paris-Rennes Room (EIT Digital), 75013 Paris |
Presentation
Topic: Python programming.
Audience: The Python Workshop is intended for researchers in mathematics and computer science, but anyone can attend online.
Practical details: The sessions are held every third Wednesday from 11:30 am to 12:30 pm (Central European Summer Time), in the premises of the Lincs and online. To receive the invitations, register to the mailing list. Videos, slides and notebooks of previous sessions are on the website.
Coordinator: François Durand (fradurand@gmail.com).
Description:
In the Python Workshop, Python users of all levels share their knowledge. Each member is encouraged to be the speaker of a session: even if you are not a Python expert, the latest package that you’ve begun using is probably not known by everyone, so do not hesitate to present it! Alternatively, if you prefer, you can also simply attend the sessions as part of the audience.
In the past sessions, we covered topics such as:
- Python basics: introduction to Python (1, 2, 3), collections, dictionaries, iterators.
- Design patterns: architectural considerations, abstract classes, clean code, building a research-oriented system.
- Scientific packages: pandas, seaborn, tikzplotlib, pytorch, vis.js network, huggingface.
- Other packages: numba, cherrypy, joblib, scrapy, pathlib, gzip, zipfile, tempfile, requests, beautifulsoup, selenium, pygame, simpy, sockets (1, 2), fastcore, asyncio, threads.
- Development environment: jupyter notebook (1, 2), pycharm, conda, profiling.
- Production tools: packaging, documentation, testing, git, codecov, cloud solutions, pyinstaller, containers.
As a speaker:
- Do not hesitate to start from an online tutorial or documentation and to prepare a digest of it.
- You can prepare a lecture, a practical work session, or a mix of the two.
- Please try to provide code files.