Python

Last updated Mar 28, 2023 Edit Source

Python is a programming language that lets you work quickly and integrate systems more effectively

• https://www.python.org/
• https://github.com/vinta/awesome-python
• https://github.com/DjangoEx/python-engineer-roadmap
• https://github.com/FavioVazquez/ds-cheatsheets/tree/master/Python
• https://github.com/ujjwalkarn/DataSciencePython
• Optimizing Python code performance with cProfile
• Consistent Python code with Black
• Writing proper classes
• Compiled C or Fortran to Python
• Using Python as glue
• Extending Python with Compiled Code
• Wrapping C/C++ for Python

• Open source Science (IBM)
  • https://opensource.science/open-source-science-white-paper-c4940a0e9098
• Python-for-Scientists
• pyOpenSci
  • pyOpenSci promotes open and reproducible research through peer-review of scientific Python packages
• Python for Scientific Computing

• Pip
  • https://stackoverflow.com/questions/19048732/python-setup-py-develop-vs-install
  • https://pip.pypa.io/en/stable/cli/pip_install/
  • Pip local develop install. Instead of python setup.py install, use: python -m pip install --no-deps .
• Conda
• Mamba - The Fast Cross-Platform Package Manager
• Miniforge and mambaforge

• Python Packaging User Guide
• Packaging Your Code
• Python code packaging for scientific software
• Pypi
• https://realpython.com/pypi-publish-python-package/#publish-your-package-to-pypi

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python -m build
twine check dist/*
twine upload -r testpypi dist/*   # TESTING
twine upload dist/*

• #BOOK Learning Scientific Programming with Python (Hill 2020)
• #BOOK Problem Solving with Algorithms and Data Structures using Python (Interactive book)
• #BOOK Large Scale Machine Learning with Python (Sjandin 2016, PACKT)
• #BOOK From Python to Numpy (Rougier 2017)

• #COURSE Python para principiantes (Microsoft)
• #COURSE Data Structures & Algorithms - Python
• #COURSE Python in High Performance Computing
• #COURSE Scientific Computing with Python
• #COURSE SoloLearn Python 3 Tutorial
• #COURSE Learn Python by Example - Learneroo

Most of the code entries in this digital knowledge garden are in Python. Just look around!

• #CODE Codon - A high-performance, zero-overhead, extensible Python compiler using LLVM
  • https://docs.exaloop.io/codon

• https://realpython.com/documenting-python-code/
• Documenting Python code
• #CODE Mkdocs
  • Mkdocstrings
    • https://mkdocstrings.github.io/
  • Pytkdocs
  • docstring_parser
  • mkapi - A documentation generation tool for MkDocs
• #CODE Pdoc
  • How to Generate Professional API Docs in Minutes from Docstrings
• #CODE mkgendocs
  • https://towardsdatascience.com/five-tips-for-automatic-python-documentation-7513825b760e

• #CODE Poetry
  • https://python-poetry.org/