Working Group Tools, Tips and Tricks
Formerly known as: The Python Workshop.
| Date/Time | Talk details |
|---|---|
|
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 |
|
26/02/2020 4:00 pm - 4:10 pm |
Fabien Mathieu - Converting Python plots to tikz with tikzplotlib
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
26/02/2020 3:00 pm - 4:00 pm |
Edouard Pineau - Abstract Classes in Python
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
12/02/2020 11:00 am - 12:00 pm |
Quentin Lutz - Crawling the web with Scrapy
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
29/01/2020 11:00 am - 12:00 pm |
François Durand - Testing in Python
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
15/01/2020 11:00 am - 12:00 pm |
Quentin Lutz - Reviewing code using Codecov
Paris-Rennes Room (EIT Digital), 75013 Paris |
|
18/12/2019 11:00 am - 12:00 pm |
Nathan de Lara - Documenting code in Python
Doctoral Training Center (EIT Digital), Paris |
|
04/12/2019 10:30 am - 12:00 pm |
Marc-Olivier Buob - Introduction to Python (3)
Doctoral Training Center (EIT Digital), Paris |
Presentation
Topic: Tools, tips and tricks for researchers in mathematics and computer science.
Audience: The group “Tools, Tips and Tricks” is intended for researchers in mathematics and computer science, but anyone can attend online.
Practical details: The sessions are held every third Wednesday from 10:30 am to 11:30 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:
Historically, this working group was dedicated to sharing knowledge about the Python language. Nowadays, while we keep an important focus on Python, we also discuss other tools and practices: other programming languages, operating systems, software, etc. In the future, we could also touch non-computer topics, such as research methodology, efficient bibliography, etc.
In the past sessions, due to the exclusively-Python-oriented aspect of the group, we covered a lot of topics in Python, such as:
- Python basics: introduction to Python (1, 2, 3), Python 101, developping with style, collections, dictionaries, iterators.
- Design patterns: architectural considerations (1, 2), abstract classes, clean code, building a research-oriented system, object-oriented programming, SOLID principles.
- Scientific packages: pandas, seaborn, tikzplotlib, pytorch, vis.js network, huggingface (1, 2), Gym and Stable Baselines, CVXPY, Petting Zoo, Tree-sitter, Scyther.
- Other packages: numba, cherrypy, joblib, scrapy, pathlib, gzip, zipfile, tempfile, requests, beautifulsoup, selenium, pygame, simpy, sockets (1, 2), fastcore, asyncio (1, 2), threads, manim, IPyWidgets, Solara and AnyWidget.
- Development environment: jupyter notebook (1, 2), pycharm, conda, profiling.
- Production tools: packaging (1, 2, 3), documentation, testing (1, 2), git, codecov, cloud solutions, pyinstaller, containers.
But we also covered other topics, such as:
- LaTeX: Tikz, Beamer.
- Unix / Linux: APT, GNU Parallel.
- JavaScript: introduction to JavaScript (1, 2), D3.js.
- C.
- Sagemath.
- Obsidian and Zotero.
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 if relevant.