Tools, Tips and Tricks

Working Group Tools, Tips and Tricks

Formerly known as: The Python Workshop.

Date/Time	Talk details
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
20/11/2019 10:30 am - 12:00 pm	Marc-Olivier Buob - Introduction to Python (2) Doctoral Training Center (EIT Digital), Paris
30/10/2019 10:30 am - 12:00 pm	Quentin Lutz - Parallel Computing with Joblib and Plotting with Seaborn Doctoral Training Center (EIT Digital), Paris
16/10/2019 10:30 am - 12:00 pm	Fabien Mathieu - Introduction to CherryPy Doctoral Training Center (EIT Digital), Paris
02/10/2019 10:30 am - 12:00 pm	Marc-Olivier Buob - Introduction to Python LINCS Meeting Room 26, Paris

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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, 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.
Development environment: jupyter notebook (1, 2), pycharm, conda, profiling.
Production tools: packaging (1, 2), documentation, testing (1, 2), git, codecov, cloud solutions, pyinstaller, containers.

But we also covered other topics, such as:

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.