Recommended links

Interesting links on Python programming.

• What makes Python a great language?
• The most underrated python packages

Python internals

• How to run a python script
• Cpython source code guide
• Know thy self - Methods and method binding - PyCon 2017

Python for HPC

• High performance Python 1
• High performance Python 2
• High performance Python 3
• High performance Python 4
• Performance Python: Seven Strategies for Optimizing Your Numerical Code

Profiling

• Profiling python
• Python profiling with blackfire

Python idioms and readability

• Practical decorators Reuven Lerner
• Elegant Solutions For Everyday Python Problems - PyCon 2018
• Yes, It’s Time to Learn Regular Expressions - PyCon 2017
• Decorators, unwrapped How do they work - PyCon 2017
• Decorators and descriptors decoded - PyCon 2017
• The Dictionary Even Mightier - PyCon 2017
• Looping Like a Pro in Python - PyCon 2017
• Readable Regular Expressions - PyCon 2017
• Passing Exceptions 101 Paradigms in Error Handling - PyCon 2017
• Readability Counts - PyCon 2017
• Modern Python Dictionaries: A confluence of a dozen great ideas - PyCon 2017
• Gang of 4 inspired decorators
• Python module of the week
• Type hints for busy programmers
• Exceptions
• Python Tips and Trick, You Haven’t Already Seen - part 1
• Python Tips and Trick, You Haven’t Already Seen - part 2

Blogs

• julien danjou

Design patterns

• Design Patterns in Python for the Untrained Eye - PyCon 2019
• Python patters
• Refactoring and Design patterns
• Pyton anti-patterns
• Coding problems

Machine learning and datascience

• Scikit-learn, wrapping your head around machine learning - PyCon 2019
• Applied Deep Learning for NLP Using PyTorch
• Data Science Best Practices with pandas - PyCon 2019
• Thinking like a Panda: Everything you need to know to use pandas the right way
• Plotnine: Grammar of Graphics for Python
• Top 10 Python libraries of 2019

Writing your own debugger

• tutorial on sys.settrace
• Liran Haimovitch - Understanding Python’s Debugging Internals - PyCon 2019
• bdb - debugger framework
• Writing custom profilers for Python

CLIs

• Building a CLI for Firmware Projects using Invoke
• ` Click <https://click.palletsprojects.com/en/7.x/>`_

Packaging

• Inside the Cheeseshop: How Python Packaging Works - PyCon 2018 historical overview with thorough explanation
• hare Your Code! Python Packaging Without Complication - PyCon 2017
• `A Python alternative to Docker <https://www.mattlayman.com/blog/2019/python-alternative-docker/<`_

Tools

• IPython and Jupyter in Depth: High productivity, interactive Python Matthias Bussonier
• Faster Python Programs - Measure, don’t Guess - PyCon 2019
• Python Tooling Makes a Project Tick
• Life Is Better Painted Black, or: How to Stop Worrying and Embrace Auto-Formatting
• CType-checked Python in the real world - PyCon 2018 mypy
• Using GitHub, Travis CI, and Python to Introduce Collaborative Software Development - PyCon 2018
• What’s in your pip toolbox - PyCon 2017
• How can I get tox and poetry to work together to support testing multiple versions of a Python dependency?

Documentation

• Practical Sphinx - PyCon 2018
• Write the Docs is a global community of people who care about documentation
• How documentation works, and how to make it work for your project - PyCon 2017

• How to document Python code with Sphinx

  interesting section about tox

Testing

• tox nox and invoke Break the Cycle: Three excellent Python tools to automate repetitive tasks
• Hypothesis
• Escape from auto-manual testing with Hypothesis!
• Beyond Unit Tests: Taking Your Testing to the Next Level - PyCon 2018
• Why your mock doesn’t work
• Visual Testing with PyCharm and pytest - PyCon 2018
• “WHAT IS THIS MESS?” - Writing tests for pre-existing code bases - PyCon 2018
• Python Testing 201 with pytest
• 8 great pytest plugins
• Pytest Features, That You Need in Your (Testing) Life

Fortran/C/C++

• https://www.fortran90.org
• http://www.cplusplus.com
• http://cppreference.com

Development environment

• pyenv+poetry+pipx <https://jacobian.org/2019/nov/11/python-environment-2020/>
• https://sourcery.ai/blog/python-best-practices/
• https://pypi.org/project/create-python-package/ a micc ‘light’