Working Group Python Workshop
For Researchers in Mathematics and Computer Science
| Date/Time | Talk details |
|---|---|
|
01/03/2023 10:30 am - 11:30 am |
Maxime Mouchet - Parse and analyze source codes with Tree-sitter
Room 4B01, Palaiseau |
|
15/02/2023 11:30 am - 12:30 pm |
Guillaume Nibert - Note taking and knowledge management with Obsidian.md and Zotero
Room 4B01, Palaiseau |
|
25/01/2023 11:30 am - 12:30 pm |
Rémi Varloot - Hands-on JavaScript
Telecom Paris, 4A113 (4th floor), Palaiseau |
|
14/12/2022 11:30 am - 12:30 pm |
Rémi Varloot - What is JavaScript?
Telecom Paris, Palaiseau |
|
16/11/2022 11:30 am - 12:30 pm |
Claire Bizon Monroc - Introduction to Multi-Agent Reinforcement Learning with Petting Zoo
Telecom Paris, Palaiseau |
|
26/10/2022 11:30 am - 12:30 pm |
Marc-Olivier Buob - Concurrent Programming in Python3 Using Asyncio
Telecom Paris, Palaiseau |
|
05/10/2022 11:30 am - 12:30 pm |
Maxime Mouchet - Distributed Task Processing with GNU Parallel
Room 4A467 – Telecom Paris, Palaiseau |
|
08/06/2022 11:00 am - 12:00 pm |
Maxime Elkael - Easy Convex Optimization in Python with CVXPY
Telecom Paris, Palaiseau |
|
04/05/2022 11:00 am - 12:00 pm |
Claire Bizon Monroc - Introduction to Gym and Stable Baselines for reinforcement learning
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
13/04/2022 11:00 am - 12:00 pm |
François Durand - Architecture in Object-Oriented Programming: A Case Study
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.