René's URL Explorer Experiment

Title: Intermediate Research Software Development: All in One View

Mail addresses
info@software.ac.uk

Hey, it has json ld scripts:

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  "description": "A Carpentries Lesson teaching foundational data and coding skills to researchers worldwide",
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  "name": "All in One View",
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  "dateCreated": "2020-04-23",
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}

None	text/html; charset=UTF-8
msapplication-TileColor	#da532c
theme-color	black

Links:

Skip to main content	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#main-content
Beta	https://docs.carpentries.org/resources/curriculum/lesson-life-cycle.html
Key Points	https://anenadic.github.io/python-intermediate-development-earth-sciences/key-points.html
Glossary	https://anenadic.github.io/python-intermediate-development-earth-sciences/reference.html#glossary
Learner Profiles	https://anenadic.github.io/python-intermediate-development-earth-sciences/profiles.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/installation-instructions.html
Glossary	https://anenadic.github.io/python-intermediate-development-earth-sciences/reference.html
Search the All In One page	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html
Instructor View	https://anenadic.github.io/python-intermediate-development-earth-sciences/instructor/aio.html
Summary and Setup	https://anenadic.github.io/python-intermediate-development-earth-sciences/index.html
Setting the Scene	https://anenadic.github.io/python-intermediate-development-earth-sciences/00-setting-the-scene.html
Section 1: Setting Up Environment For Collaborative Code Development	https://anenadic.github.io/python-intermediate-development-earth-sciences/10-section1-intro.html
1.1 Introduction to Our Software Project	https://anenadic.github.io/python-intermediate-development-earth-sciences/11-software-project.html
1.2 Virtual Environments For Software Development	https://anenadic.github.io/python-intermediate-development-earth-sciences/12-virtual-environments.html
1.3 Integrated Software Development Environments	https://anenadic.github.io/python-intermediate-development-earth-sciences/13-ides.html
1.4 Collaborative Software Development Using Git and GitHub	https://anenadic.github.io/python-intermediate-development-earth-sciences/14-collaboration-using-git.html
1.5 Python Code Style Conventions	https://anenadic.github.io/python-intermediate-development-earth-sciences/15-coding-conventions.html
1.6 Verifying Code Style Using Linters	https://anenadic.github.io/python-intermediate-development-earth-sciences/16-verifying-code-style-linters.html
Section 2: Ensuring Correctness of Software at Scale	https://anenadic.github.io/python-intermediate-development-earth-sciences/20-section2-intro.html
2.1 Automatically Testing Software	https://anenadic.github.io/python-intermediate-development-earth-sciences/21-automatically-testing-software.html
2.2 Scaling Up Unit Testing	https://anenadic.github.io/python-intermediate-development-earth-sciences/22-scaling-up-unit-testing.html
2.3 Continuous Integration for Automated Testing	https://anenadic.github.io/python-intermediate-development-earth-sciences/23-continuous-integration-automated-testing.html
2.4 Diagnosing Issues and Improving Robustness	https://anenadic.github.io/python-intermediate-development-earth-sciences/24-diagnosing-issues-improving-robustness.html
Section 3: Software Development as a Process	https://anenadic.github.io/python-intermediate-development-earth-sciences/30-section3-intro.html
3.1 Software Requirements	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
3.2 Software Architecture and Design	https://anenadic.github.io/python-intermediate-development-earth-sciences/32-software-design.html
3.3 Programming Paradigms	https://anenadic.github.io/python-intermediate-development-earth-sciences/33-programming-paradigms.html
3.4 Functional Programming	https://anenadic.github.io/python-intermediate-development-earth-sciences/34-functional-programming.html
3.5 Object Oriented Programming	https://anenadic.github.io/python-intermediate-development-earth-sciences/35-object-oriented-programming.html
3.6 Architecture Revisited: Extending Software	https://anenadic.github.io/python-intermediate-development-earth-sciences/36-architecture-revisited.html
Section 4: Collaborative Software Development for Reuse	https://anenadic.github.io/python-intermediate-development-earth-sciences/40-section4-intro.html
4.1 Developing Software In a Team: Code Review	https://anenadic.github.io/python-intermediate-development-earth-sciences/41-code-review.html
4.2 Preparing Software for Reuse and Release	https://anenadic.github.io/python-intermediate-development-earth-sciences/42-software-reuse.html
4.3 Packaging Code for Release and Distribution	https://anenadic.github.io/python-intermediate-development-earth-sciences/43-software-release.html
Section 5: Managing and Improving Software Over Its Lifetime	https://anenadic.github.io/python-intermediate-development-earth-sciences/50-section5-intro.html
5.1 Managing a Collaborative Software Project	https://anenadic.github.io/python-intermediate-development-earth-sciences/51-managing-software.html
5.2 Assessing Software for Suitability and Improvement	https://anenadic.github.io/python-intermediate-development-earth-sciences/52-assessing-software-suitability-improvement.html
5.3 Software Improvement Through Feedback	https://anenadic.github.io/python-intermediate-development-earth-sciences/53-improvement-through-feedback.html
Wrap-up	https://anenadic.github.io/python-intermediate-development-earth-sciences/60-wrap-up.html
Key Points	https://anenadic.github.io/python-intermediate-development-earth-sciences/key-points.html
Glossary	https://anenadic.github.io/python-intermediate-development-earth-sciences/reference.html#glossary
Learner Profiles	https://anenadic.github.io/python-intermediate-development-earth-sciences/profiles.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/installation-instructions.html
Glossary	https://anenadic.github.io/python-intermediate-development-earth-sciences/reference.html
See all in one page	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html
Setting the Scene	https://anenadic.github.io/python-intermediate-development-earth-sciences/00-setting-the-scene.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/00-setting-the-scene.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
novice Software Carpentry course	https://software-carpentry.org/lessons/
Section 1: Setting up Software Environment	https://anenadic.github.io/python-intermediate-development-earth-sciences/10-section1-intro.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#section-1-setting-up-software-environment
Section 2: Verifying Software Correctness at Scale	https://anenadic.github.io/python-intermediate-development-earth-sciences/20-section2-intro.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#section-2-verifying-software-correctness-at-scale
Section 3: Software Development as a Process	https://anenadic.github.io/python-intermediate-development-earth-sciences/30-section3-intro.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#section-3-software-development-as-a-process
Section 4: Collaborative Software Development for Reuse	https://anenadic.github.io/python-intermediate-development-earth-sciences/40-section4-intro.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#section-4-collaborative-software-development-for-reuse
Section 5: Managing and Improving Software Over Its Lifetime	https://anenadic.github.io/python-intermediate-development-earth-sciences/50-section5-intro.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#section-5-managing-and-improving-software-over-its-lifetime
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#before-we-start
beginning of the lesson	https://anenadic.github.io/python-intermediate-development-earth-sciences/index.html#prerequisites
quiz	https://anenadic.github.io/python-intermediate-development-earth-sciences/quiz.html
setup and installed	https://anenadic.github.io/python-intermediate-development-earth-sciences/index.html#setup
common issues, fixes & tips	https://anenadic.github.io/python-intermediate-development-earth-sciences/common-issues.html
open an issue	https://anenadic.github.io/python-intermediate-development-earth-sciences/%7B%7B%20site.github.repository_url%20%7D%7D/issues/new
Section 1: Setting Up Environment For Collaborative Code Development	https://anenadic.github.io/python-intermediate-development-earth-sciences/10-section1-intro.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/10-section1-intro.md
setup and installed	https://anenadic.github.io/python-intermediate-development-earth-sciences/setup-instructions.html
common issues, fixes & tips	https://anenadic.github.io/python-intermediate-development-earth-sciences/common-issues.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#command-line-python-virtual-development-environment
command line	https://en.wikipedia.org/wiki/Shell_(computing)
venv	https://docs.python.org/3/library/venv.html
pip	https://pip.pypa.io/en/stable/
see the solution to this issue	https://anenadic.github.io/python-intermediate-development-earth-sciences/common-issues.html#python-hangs-in-git-bash
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#integrated-development-environment-ide
PEP8	https://www.python.org/dev/peps/pep-0008/
Visual Studio Code (VS Code)	https://code.visualstudio.com/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#git-github
Git	https://git-scm.com/
GitHub	https://github.com/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#python-coding-style
1.1 Introduction to Our Software Project	https://anenadic.github.io/python-intermediate-development-earth-sciences/11-software-project.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/11-software-project.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#national-river-catchment-research-project
river catchment study project	https://github.com/carpentries-incubator/python-intermediate-rivercatchment
Lowland Catchment Research (LOCAR) Programme	https://catalogue.ceh.ac.uk/documents/db9f6ef9-9512-4f39-aca3-3c55f51a7487
comma-separated (CSV) format	https://en.wikipedia.org/wiki/Comma-separated_values
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#downloading-our-software-project
Setup	https://anenadic.github.io/python-intermediate-development-earth-sciences/index.html#secure-access-to-github-using-git-from-command-line
software project template repository	https://github.com/carpentries-incubator/python-intermediate-rivercatchment
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#our-software-project-structure
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-7
previously mentioned	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#what-is-the-format-of-the-data
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#software-architecture
Model–View–Controller (MVC) architecture	https://en.wikipedia.org/wiki/Model%E2%80%93view%E2%80%93controller
Service-oriented architecture (SOA)	https://en.wikipedia.org/wiki/Service-oriented_architecture
Client-server architecture	https://en.wikipedia.org/wiki/Client%E2%80%93server_model
Multilayer architecture	https://en.wikipedia.org/wiki/Multitier_architecture
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#model-view-controller-mvc-architecture
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#mvc-examples
DNA Guide Graphical User Interface application	https://www.software.ac.uk/developing-scientific-applications-using-model-view-controller-approach
article on MVC from CodeAcademy	https://www.codecademy.com/articles/mvc
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#our-projects-mvc-architecture
business/user/solution requirements	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
software design	https://anenadic.github.io/python-intermediate-development-earth-sciences/32-software-design.html
IDE Visual Studio Code (VS Code)	https://code.visualstudio.com/
1.2 Virtual Environments For Software Development	https://anenadic.github.io/python-intermediate-development-earth-sciences/12-virtual-environments.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/12-virtual-environments.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#virtual-environments
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#managing-python-virtual-environments
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#managing-external-packages
Python Package Index (PyPI)	https://pypi.org/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#many-tools-for-the-job
XKCD	https://xkcd.com/1987/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-2
troubleshooting section	https://anenadic.github.io/python-intermediate-development-earth-sciences/common-issues.html#python-hangs-in-git-bash
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#creating-virtual-environments-using-venv
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
The Hitchhiker’s Guide to Python	https://docs.python-guide.org/dev/virtualenvs/
The Python Documentation	https://docs.python.org/3/library/venv.html
“venv” vs “.venv” discussion	https://discuss.python.org/t/trying-to-come-up-with-a-default-directory-name-for-virtual-environments/3750
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb12-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb12-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#installing-external-packages-using-pip
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
official Pip documentation	https://pip.pypa.io/en/stable/user_guide/#running-pip
more detailed explanation	https://snarky.ca/why-you-should-use-python-m-pip/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb17-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#exportingimporting-virtual-environments-using-pip
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-1
official venv documentation	https://docs.python.org/3/library/venv.html
Installing Python Modules with pip guide	https://docs.python.org/3/installing/index.html#installing-index
“Installing packages using pip and virtual environments”	https://packaging.python.org/guides/installing-using-pip-and-virtual-environments/#installing-packages-using-pip-and-virtual-environments
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#running-python-scripts-from-command-line
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb27-1
1.3 Integrated Software Development Environments	https://anenadic.github.io/python-intermediate-development-earth-sciences/13-ides.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/13-ides.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#integrated-development-environments
Python Project Wiki	https://wiki.python.org/moin/IntegratedDevelopmentEnvironments
VS Code	https://code.visualstudio.com/
Spyder	https://www.spyder-ide.org/
PyCharm	https://www.jetbrains.com/pycharm/
IDE episode of the original course	https://carpentries-incubator.github.io/python-intermediate-development/13-ides/index.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#using-the-vs-code-ide
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#opening-a-software-project
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#adding-an-external-library
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb12-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#adding-a-run-configuration-for-our-project
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-22
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-23
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#syntax-highlighting
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#code-completion
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#code-definition-documentation-references
docstrings	https://anenadic.github.io/python-intermediate-development-earth-sciences/15-coding-conventions.html
PEP-257	https://peps.python.org/pep-0257/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#code-search
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#version-control
documentation on VS Code’s built-in version control support	https://code.visualstudio.com/docs/sourcecontrol/overview
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#running-scripts-in-vs-code
1.4 Collaborative Software Development Using Git and GitHub	https://anenadic.github.io/python-intermediate-development-earth-sciences/14-collaboration-using-git.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/14-collaboration-using-git.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#git-refresher
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#checking-in-changes-to-our-project
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
instructions on setting up your GitHub for SSH and key pair authentication	https://anenadic.github.io/python-intermediate-development-earth-sciences/index.html#secure-access-to-github-using-git-from-command-line
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
W3Docs	https://www.w3docs.com/learn-git/git-repository.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#git-branches
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#feature-branch-software-development-workflow
Git Tutorial by sillevl	https://sillevl.gitbooks.io/git/content/collaboration/workflows/gitflow/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#creating-branches
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb18-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#updating-branches
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#pushing-new-branch-remotely
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-1
lightweight, movable pointers to commits	https://git-scm.com/book/en/v2/Git-Branching-Branches-in-a-Nutshell
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#merging-into-main-branch
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb28-1
1.5 Python Code Style Conventions	https://anenadic.github.io/python-intermediate-development-earth-sciences/15-coding-conventions.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/15-coding-conventions.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
Martin Fowler	https://en.wikiquote.org/wiki/Martin_Fowler
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#python-coding-style-guide
PEP 8	https://www.python.org/dev/peps/pep-0008/
key insights from Guido van Rossum	https://www.python.org/dev/peps/pep-0008/#a-foolish-consistency-is-the-hobgoblin-of-little-minds
episode on VS Code IDE	https://anenadic.github.io/python-intermediate-development-earth-sciences/13-ides.html
episode on VS Code IDE	https://anenadic.github.io/python-intermediate-development-earth-sciences/13-ides.html
PEP 8 website	https://www.python.org/dev/peps/pep-0008/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#indentation
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-22
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-23
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-24
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-25
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-26
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-27
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-28
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-29
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-30
PEP 8 guideline on indentation	https://www.python.org/dev/peps/pep-0008/#indentation
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#maximum-line-length
this discussion	https://stackoverflow.com/q/15438326
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#should-a-line-break-before-or-after-a-binary-operator
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#blank-lines
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#whitespace-in-expressions-and-statements
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#string-quotes
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#naming-conventions
PEP8	https://www.python.org/dev/peps/pep-0008/
naming functions, modules, classes and variables	https://www.python.org/dev/peps/pep-0008/#package-and-module-names
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#comments
‘Putting comments in code: the good, the bad, and the ugly’ blogpost	https://www.freecodecamp.org/news/code-comments-the-good-the-bad-and-the-ugly-be9cc65fbf83/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb12-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb12-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb18-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb18-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#documentation-strings-aka-docstrings
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-17
Sphynx/ReadTheDocs docstring style	https://sphinx-rtd-tutorial.readthedocs.io/en/latest/docstrings.html
PEP 257	https://peps.python.org/pep-0257/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-8
Python documentation	https://docs.python.org/3.11/library/index.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb30-7
1.6 Verifying Code Style Using Linters	https://anenadic.github.io/python-intermediate-development-earth-sciences/16-verifying-code-style-linters.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/16-verifying-code-style-linters.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#verifying-code-style-using-linters
code linters	https://en.wikipedia.org/wiki/Lint_%28software%29
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
Fowler, Martin (1999). Refactoring. Improving the Design of Existing Code. Addison-Wesley. ISBN 0-201-48567-2	https://www.amazon.com/Refactoring-Improving-Design-Existing-Code/dp/0201485672/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-9
“Diagnosing Issues and Improving Robustness”	https://anenadic.github.io/python-intermediate-development-earth-sciences/24-diagnosing-issues-improving-robustness.html
Section 2: Ensuring Correctness of Software at Scale	https://anenadic.github.io/python-intermediate-development-earth-sciences/20-section2-intro.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/20-section2-intro.md
2.1 Automatically Testing Software	https://anenadic.github.io/python-intermediate-development-earth-sciences/21-automatically-testing-software.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/21-automatically-testing-software.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#what-is-software-testing
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#set-up-a-new-feature-branch-for-writing-tests
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#catchment-data-analysis
river catchment software project	https://anenadic.github.io/python-intermediate-development-earth-sciences/11-software-project.html
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#writing-tests-to-verify-correct-behaviour
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#testing-basics
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#using-a-testing-framework
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb18-51
unittest	https://docs.python.org/3/library/unittest.html
pytest has many distinct advantages	https://realpython.com/pytest-python-testing/#what-makes-pytest-so-useful
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#installing-pytest
“Adding an External Library”	https://anenadic.github.io/python-intermediate-development-earth-sciences/13-ides.html
“Integrated Software Development Environments”	https://anenadic.github.io/python-intermediate-development-earth-sciences/13-ides.html
“Installing External Libraries in an Environment With pip”	https://anenadic.github.io/python-intermediate-development-earth-sciences/12-virtual-environments.html
“Virtual Environments For Software Development”	https://anenadic.github.io/python-intermediate-development-earth-sciences/12-virtual-environments.html
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#running-tests
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-1
explanation of Python interpreter’s -m flag	https://anenadic.github.io/python-intermediate-development-earth-sciences/12-virtual-environments.html
Using a Testing Framework	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#using-a-testing-framework
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-39
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-40
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-41
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-44
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#what-about-testing-for-errors
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb24-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-3
2.2 Scaling Up Unit Testing	https://anenadic.github.io/python-intermediate-development-earth-sciences/22-scaling-up-unit-testing.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/22-scaling-up-unit-testing.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#parameterising-our-unit-tests
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-9
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-21
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-23
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-24
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-25
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-26
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-27
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-28
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-30
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-31
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-32
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-33
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-34
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-35
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-36
Python decorator	https://www.programiz.com/python-programming/decorator
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-12
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-35
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-36
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-37
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#code-coverage---how-much-of-our-code-is-tested
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#test-driven-development
previous episode	https://anenadic.github.io/python-intermediate-development-earth-sciences/21-automatically-testing-software.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#limits-to-testing
2.3 Continuous Integration for Automated Testing	https://anenadic.github.io/python-intermediate-development-earth-sciences/23-continuous-integration-automated-testing.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/23-continuous-integration-automated-testing.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#what-is-continuous-integration
GitHub Actions	https://github.com/features/actions
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#continuous-integration-with-github-actions
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#a-quick-look-at-yaml
YAML	https://www.commonwl.org/user_guide/yaml/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-7
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-34
GitHub Marketplace	https://docs.github.com/en/developers/github-marketplace/github-marketplace-overview
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#triggering-a-build-on-github-actions
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#checking-build-progress-and-reports
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#scaling-up-testing-using-build-matrices
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#merging-back-to-develop-branch
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
2.4 Diagnosing Issues and Improving Robustness	https://anenadic.github.io/python-intermediate-development-earth-sciences/24-diagnosing-issues-improving-robustness.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/24-diagnosing-issues-improving-robustness.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-21
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#debugging-in-vs-code
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#running-tests-within-vs-code
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-3
following tutorial	https://www.sharpsightlabs.com/blog/numpy-axes-explained/#:~:text=NumPy%20axes%20are%20the%20directions,along%20the%20rows%20and%20columns
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#numpy-vs-pandas-reducing-test-complexity
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#corner-or-edge-cases
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-14
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-20
np.isnan()	https://numpy.org/doc/stable/reference/generated/numpy.isnan.html
np.errstate	https://numpy.org/doc/stable/reference/generated/numpy.errstate.html
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-13
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-5
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-7
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-29
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-30
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-31
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-32
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-33
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#defensive-programming
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-4
ValueError	https://docs.python.org/3/library/exceptions.html#ValueError
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-21
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-24
isinstance	https://docs.python.org/3/library/functions.html#isinstance
TypeError	https://docs.python.org/3/library/exceptions.html#TypeError
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-32
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#improving-robustness-with-automated-code-style-checks
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb18-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb18-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb18-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb20-7
this article	https://pythonspeed.com/articles/pylint/
Section 3: Software Development as a Process	https://anenadic.github.io/python-intermediate-development-earth-sciences/30-section3-intro.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/30-section3-intro.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#writing-code-vs-engineering-software
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#the-software-development-process
empirical software engineering studies	https://web.archive.org/web/20160731150816/http://superwebdeveloper.com/2009/11/25/the-incredible-rate-of-diminishing-returns-of-fixing-software-bugs/
3.1 Software Requirements	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/31-software-requirements.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#types-of-requirements
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#business-requirements
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#user-or-stakeholder-requirements
previous exercise	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#solution-requirements
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#the-importance-of-non-functional-requirements
earlier exercise	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#long--or-short-lived-code
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#from-requirements-to-implementation-via-design
3.2 Software Architecture and Design	https://anenadic.github.io/python-intermediate-development-earth-sciences/32-software-design.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/32-software-design.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#software-architecture
‘A Pattern Language’ by Christopher Alexander et al.	https://en.wikipedia.org/wiki/A_Pattern_Language
adapter pattern	https://en.wikipedia.org/wiki/Adapter_pattern
Refactoring Guru	https://refactoring.guru/design-patterns
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#multilayer-architecture
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#addressing-new-requirements
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#how-should-we-test-these-requirements
code profiling	https://towardsdatascience.com/how-to-assess-your-code-performance-in-python-346a17880c9f
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#best-practices-for-good-software-design
Intent HG blog	https://intenthq.com/blog/it-audience/what-is-good-code-a-scientific-definition/
Wikipedia	https://en.wikipedia.org/wiki/Technical_debt
XKCD comic	https://xkcd.com/844/
3.3 Programming Paradigms	https://anenadic.github.io/python-intermediate-development-earth-sciences/33-programming-paradigms.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/33-programming-paradigms.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#procedural-programming
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#functional-programming
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#object-oriented-programming
extension of the Imperative family of languages	https://www.digitalocean.com/community/tutorials/functional-imperative-object-oriented-programming-comparison
others disagree	https://stackoverflow.com/questions/38527078/what-is-the-difference-between-imperative-and-object-oriented-programming
Pandas	https://pandas.pydata.org/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#other-paradigms
programming paradigms	https://en.wikipedia.org/wiki/Programming_paradigm
3.4 Functional Programming	https://anenadic.github.io/python-intermediate-development-earth-sciences/34-functional-programming.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/34-functional-programming.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
mathematical definition of a function	https://en.wikipedia.org/wiki/Function_(mathematics)
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#functional-vs-procedural-programming
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#benefits-of-functional-code
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-2
Python Pandas library	https://pandas.pydata.org/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#mapreduce-data-processing-approach
Spark	https://en.wikipedia.org/wiki/Apache_Spark
Hadoop	https://hadoop.apache.org/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#mapping
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#comprehensions-for-mappingdata-generation
iterable objects	https://www.w3schools.com/python/python_iterators.asp
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#putting-it-all-together
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb30-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb30-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb31-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb31-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb31-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb31-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb31-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb33-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb33-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb35-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb36-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb38-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb39-22
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb40-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#decorators
episode on parametrising our unit tests	https://anenadic.github.io/python-intermediate-development-earth-sciences/22-scaling-up-unit-testing.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-22
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-23
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-24
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-25
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-26
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb41-27
time.process_time_ns()	https://docs.python.org/3/library/time.html#time.process_time_ns
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb43-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb43-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb43-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb43-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb43-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb43-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb44-22
3.5 Object Oriented Programming	https://anenadic.github.io/python-intermediate-development-earth-sciences/35-object-oriented-programming.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/35-object-oriented-programming.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#structuring-data
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-13
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#a-better-solution
this section	https://docs.python.org/3/library/functions.html#zip
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#classes-in-python
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#encapsulating-data
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#encapsulating-behaviour
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-6
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-20
classmethod	https://docs.python.org/3/library/functions.html#classmethod
staticmethod	https://docs.python.org/3/library/functions.html#staticmethod
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#dunder-methods
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb16-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb17-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb17-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb17-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb17-4
Special Method Names	https://docs.python.org/3/reference/datamodel.html#special-method-names
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb19-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb21-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#properties
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb22-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-22
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-23
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-24
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-25
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-26
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-27
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-28
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-29
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb23-30
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#relationships-between-classes
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#composition
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-13
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-15
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-22
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-30
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-34
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-35
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-36
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-37
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-38
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-39
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb25-40
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-4
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-7
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-25
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-27
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-28
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-29
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb26-33
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#inheritance
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb28-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb28-2
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb29-1
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb34-14
Python Design Patterns guide	https://python-patterns.guide/gang-of-four/composition-over-inheritance/
software requirements	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
few new solution requirements	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
Geospatial data with Geopandas	https://anenadic.github.io/python-intermediate-development-earth-sciences/geopandas.html
3.6 Architecture Revisited: Extending Software	https://anenadic.github.io/python-intermediate-development-earth-sciences/36-architecture-revisited.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/36-architecture-revisited.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#mvc-revisited
Model-View-Presenter	https://en.wikipedia.org/wiki/Model%E2%80%93view%E2%80%93presenter
Model-View-Viewmodel	https://en.wikipedia.org/wiki/Model%E2%80%93view%E2%80%93viewmodel
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#controller-file-structure
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#passing-command-line-options-to-controller
argparse	https://docs.python.org/3/library/argparse.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#choosing-the-measurement-dataseries
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb12-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb14-3
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	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb27-88
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb28-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb30-1
Python module documentation	https://docs.python.org/3/library/argparse.html?highlight=argparse#module-argparse
Click’s documentation	https://click.palletsprojects.com/
persistence with JSON	https://anenadic.github.io/python-intermediate-development-earth-sciences/persistence.html
databases	https://anenadic.github.io/python-intermediate-development-earth-sciences/databases.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#towards-collaborative-software-development
Section 4: Collaborative Software Development for Reuse	https://anenadic.github.io/python-intermediate-development-earth-sciences/40-section4-intro.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/40-section4-intro.md
4.1 Developing Software In a Team: Code Review	https://anenadic.github.io/python-intermediate-development-earth-sciences/41-code-review.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/41-code-review.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
protecting the main branch	https://anenadic.github.io/python-intermediate-development-earth-sciences/protect-main-branch.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#code-review
Code review	https://en.wikipedia.org/wiki/Code_review
code inspection technique	https://en.wikipedia.org/wiki/Fagan_inspection
Fagan, 1976	https://doi.org/10.1147%2Fsj.153.0182
Fagan inspection	https://en.wikipedia.org/wiki/Fagan_inspection
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#code-reviews-via-githubs-pull-requests
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#code-review-and-pull-requests-in-action
solution requirements SR1.1.1 and SR1.2.1	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
Git Tutorial by sillevl	https://sillevl.gitbooks.io/git/content/collaboration/workflows/gitflow/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#step-1-adding-collaborators-to-a-shared-repository
collaborator permissions for personal repositories	https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-github-user-account/managing-user-account-settings/permission-levels-for-a-user-account-repository
more granular access control	https://docs.github.com/en/get-started/learning-about-github/access-permissions-on-github
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#step-2-preparing-your-local-environment-for-a-pull-request
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
previous exercise	https://anenadic.github.io/python-intermediate-development-earth-sciences/32-software-design.html
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#step-3-adding-new-code
solution requirements	https://anenadic.github.io/python-intermediate-development-earth-sciences/31-software-requirements.html
black box	https://en.wikipedia.org/wiki/Black-box_testing
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#step-4-submitting-a-pull-request
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#step-5-code-review
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#step-6-closing-a-pull-request
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#best-practice-for-code-review
Swarmia	https://www.swarmia.com/blog/a-complete-guide-to-code-reviews/?utm_term=code%20review&utm_campaign=Code+review+best+practices&utm_source=adwords&utm_medium=ppc&hsa_acc=6644081770&hsa_cam=14940336179&hsa_grp=131344939434&hsa_ad=552679672005&hsa_src=g&hsa_tgt=kwd-17740433&hsa_kw=code%20review&hsa_mt=b&hsa_net=adwords&hsa_ver=3&gclid=Cj0KCQiAw9qOBhC-ARIsAG-rdn7_nhMMyE7aeSzosRRqZ52vafBOyMrpL4Ypru0PHWK4Rl8QLIhkeA0aAsxqEALw_wcB
Smartbear	https://smartbear.com/learn/code-review/best-practices-for-peer-code-review/
“Best Kept Secrets of Peer Code Review” (Cohen, 2006)	https://www.amazon.co.uk/Best-Kept-Secrets-Peer-Review/dp/1599160676
Studies into code review	https://smartbear.com/resources/ebooks/the-state-of-code-review-2020-report/
studies	https://jserd.springeropen.com/articles/10.1186/s40411-018-0058-0
Google recommendations	https://google.github.io/eng-practices/review/developer/small-cls.html
4.2 Preparing Software for Reuse and Release	https://anenadic.github.io/python-intermediate-development-earth-sciences/42-software-reuse.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/42-software-reuse.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#the-levels-of-software-reusability---good-practice-revisited
Benureau and Rougler in 2017	https://dx.doi.org/10.3389/fninf.2017.00069
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#documenting-code-to-improve-reusability
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#writing-a-readme
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
guide to writing Markdown	https://guides.github.com/features/mastering-markdown/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
guide on naming projects	https://software.ac.uk/resources/guides/choosing-project-and-product-names
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb3-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-4
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-5
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-6
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-7
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-8
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-9
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-10
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-11
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-12
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-13
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-14
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-15
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-16
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-17
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-18
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-19
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-20
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-21
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-22
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb5-23
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-3
CITATION text file	https://github.com/citation-file-format/citation-file-format
Matias Singer’s curated list of awesome READMEs	https://github.com/matiassingers/awesome-readme
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#other-documentation
blog post on best practices for research software documentation	https://www.software.ac.uk/blog/2019-06-21-what-are-best-practices-research-software-documentation
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#choosing-an-open-source-licence
website Choose A License	https://choosealicense.com/
Choose An Open-Source Licence	https://choosealicense.com/
tl;dr Legal	https://tldrlegal.com/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#merging-into-main
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#tagging-a-release-in-github
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb10-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb11-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb13-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb15-1
Semantic Versioning	https://semver.org/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#conforming-to-data-policy-and-regulation
GDPR	https://ec.europa.eu/info/law/law-topic/data-protection/eu-data-protection-rules_en
4.3 Packaging Code for Release and Distribution	https://anenadic.github.io/python-intermediate-development-earth-sciences/43-software-release.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/43-software-release.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#why-package-our-software
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#packaging-our-software-with-poetry
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#installing-poetry
Poetry installation instructions	https://python-poetry.org/docs/#installation
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb1-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb2-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#setting-up-our-poetry-config
PEP 518 (Specifying Minimum Build System Requirements for Python Projects)	https://www.python.org/dev/peps/pep-0518/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb4-1
the Poetry docs on packages	https://python-poetry.org/docs/pyproject/#packages
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#project-dependencies
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-2
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb6-3
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#packaging-our-code
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb7-1
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb8-1
SemVer	https://semver.org/
SemVer	https://semver.org/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#cb9-1
Poetry CLI documentation	https://python-poetry.org/docs/cli/
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#what-if-we-need-more-control
Python docs on packaging	https://packaging.python.org/en/latest/
packaging process, or ‘flow’	https://packaging.python.org/en/latest/flow/
Twine	https://pypi.org/project/twine/
Python Packaging User Guide	https://packaging.python.org/
how to package a project	https://packaging.python.org/en/latest/tutorials/packaging-projects/
section on metadata	https://packaging.python.org/en/latest/tutorials/packaging-projects/#configuring-metadata
Section 5: Managing and Improving Software Over Its Lifetime	https://anenadic.github.io/python-intermediate-development-earth-sciences/50-section5-intro.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/50-section5-intro.md
5.1 Managing a Collaborative Software Project	https://anenadic.github.io/python-intermediate-development-earth-sciences/51-managing-software.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/51-managing-software.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#using-github-to-manage-issues-with-software
default labels available in GitHub	https://docs.github.com/en/issues/using-labels-and-milestones-to-track-work/managing-labels
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#issue-and-pull-request-templates
write your own	https://docs.github.com/en/communities/using-templates-to-encourage-useful-issues-and-pull-requests/configuring-issue-templates-for-your-repository
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#using-githubs-notifications-referencing-system-to-communicate
notifications system	https://docs.github.com/en/account-and-profile/managing-subscriptions-and-notifications-on-github/setting-up-notifications/configuring-notifications
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#referencing-team-members-using-mentions
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#referencing-issues-pull-requests-and-comments
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#software-project-management-in-github
agile development and project management systems	https://www.atlassian.com/agile
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#projects
Project in GitHub	https://docs.github.com/en/issues/planning-and-tracking-with-projects/learning-about-projects/about-projects
5.2 Assessing Software for Suitability and Improvement	https://anenadic.github.io/python-intermediate-development-earth-sciences/52-assessing-software-suitability-improvement.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/52-assessing-software-suitability-improvement.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#assessing-software-for-suitability
5.3 Software Improvement Through Feedback	https://anenadic.github.io/python-intermediate-development-earth-sciences/53-improvement-through-feedback.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/53-improvement-through-feedback.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#introduction
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#estimation-as-a-foundation-for-prioritisation
Dunning-Kruger	https://en.wikipedia.org/wiki/Dunning%E2%80%93Kruger_effect
imposter syndrome	https://en.wikipedia.org/wiki/Impostor_syndrome
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#using-moscow-to-prioritise-work
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#githubs-milestones
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#using-sprints-to-organise-and-work-on-issues
Wrap-up	https://anenadic.github.io/python-intermediate-development-earth-sciences/60-wrap-up.html
Edit this page	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/episodes/60-wrap-up.md
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#summary
further reading	https://anenadic.github.io/python-intermediate-development-earth-sciences/#further-resources
template table	https://docs.google.com/document/d/1NdE6PjqxjSsf1K4ofkCoWc2GA3sY2RIsjRg8BghTXas/edit?usp=sharing
concept map	https://en.wikipedia.org/wiki/Concept_map
	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#further-resources
Additional episode on persisting data	https://anenadic.github.io/python-intermediate-development-earth-sciences/persistence.html
Additional episode on databases	https://anenadic.github.io/python-intermediate-development-earth-sciences/databases.html
CodeRefinery lessons	https://coderefinery.org/lessons/
Python documentation	https://docs.python.org/3/
GitHub Actions documentation	https://docs.github.com/en/actions
Code of Conduct	https://anenadic.github.io/python-intermediate-development-earth-sciences/CODE_OF_CONDUCT.html
Edit on GitHub	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/edit/main/README.md
Contributing	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/blob/main/CONTRIBUTING.md
Source	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/
Cite	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/blob/main/
About	https://carpentries.org/about/
CC-BY 4.0	https://anenadic.github.io/python-intermediate-development-earth-sciences/LICENSE.html
CC-BY 4.0	https://creativecommons.org/licenses/by-sa/4.0/
The Carpentries	https://carpentries.org/
sandpaper (0.20.2)	https://github.com/carpentries/sandpaper/tree/0.20.2
pegboard (0.7.9)	https://github.com/carpentries/pegboard/tree/0.7.9
varnish (1.1.1)	https://github.com/carpentries/varnish/tree/1.1.1
Back To Top	https://anenadic.github.io/python-intermediate-development-earth-sciences/aio.html#top

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