René's URL Explorer Experiment

Title: GitHub - knarrff/python-intermediate-development: "Intermediate Research Software Development Skills (Python)" Lesson Material · GitHub

Open Graph Title: GitHub - knarrff/python-intermediate-development: "Intermediate Research Software Development Skills (Python)" Lesson Material

X Title: GitHub - knarrff/python-intermediate-development: "Intermediate Research Software Development Skills (Python)" Lesson Material

Description: "Intermediate Research Software Development Skills (Python)" Lesson Material - knarrff/python-intermediate-development

Open Graph Description: "Intermediate Research Software Development Skills (Python)" Lesson Material - knarrff/python-intermediate-development

X Description: "Intermediate Research Software Development Skills (Python)" Lesson Material - knarrff/python-intermediate-development

Mail addresses
python-inter-inflammation@lists.carpentries.org

Opengraph URL: https://github.com/knarrff/python-intermediate-development

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:babd6e88-e603-6c5e-c935-eb9125a4c08d
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	EDC4:2D341C:FED3F9:15A24D0:6A4C698C
html-safe-nonce	3ba121a05f44964d958d100f96b4552979b8b21a8d6d4b1f3787d8e29313fb70
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFREM0OjJEMzQxQzpGRUQzRjk6MTVBMjREMDo2QTRDNjk4QyIsInZpc2l0b3JfaWQiOiI4MjY5Mjk0OTkxNDE2NTE5MDUzIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	9175a40d727f49a6be8f9715c35f78bf4fd7724d37cf8b038832be05a09f98cd
hovercard-subject-tag	repository:940602289
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/knarrff/python-intermediate-development
twitter:image	https://opengraph.githubassets.com/637ddd4cd5a5e5f5961bdb239a97744b75f71809dfba63d5214c86dacbbaf134/knarrff/python-intermediate-development
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/637ddd4cd5a5e5f5961bdb239a97744b75f71809dfba63d5214c86dacbbaf134/knarrff/python-intermediate-development
og:image:alt	"Intermediate Research Software Development Skills (Python)" Lesson Material - knarrff/python-intermediate-development
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-control	no-cache
go-import	github.com/knarrff/python-intermediate-development git https://github.com/knarrff/python-intermediate-development.git
octolytics-dimension-user_id	405290
octolytics-dimension-user_login	knarrff
octolytics-dimension-repository_id	940602289
octolytics-dimension-repository_nwo	knarrff/python-intermediate-development
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	257930838
octolytics-dimension-repository_parent_nwo	carpentries-incubator/python-intermediate-development
octolytics-dimension-repository_network_root_id	257930838
octolytics-dimension-repository_network_root_nwo	carpentries-incubator/python-intermediate-development
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	14099438da5379150f15a2892474c7c7e6c0e55e
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/knarrff/python-intermediate-development#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fknarrff%2Fpython-intermediate-development
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fknarrff%2Fpython-intermediate-development
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=knarrff%2Fpython-intermediate-development
Reload	https://github.com/knarrff/python-intermediate-development
Reload	https://github.com/knarrff/python-intermediate-development
Reload	https://github.com/knarrff/python-intermediate-development
knarrff	https://github.com/knarrff
python-intermediate-development	https://github.com/knarrff/python-intermediate-development
carpentries-incubator/python-intermediate-development	https://github.com/carpentries-incubator/python-intermediate-development
Notifications	https://github.com/login?return_to=%2Fknarrff%2Fpython-intermediate-development
Fork 0	https://github.com/login?return_to=%2Fknarrff%2Fpython-intermediate-development
Star 0	https://github.com/login?return_to=%2Fknarrff%2Fpython-intermediate-development
Code	https://github.com/knarrff/python-intermediate-development
Pull requests 0	https://github.com/knarrff/python-intermediate-development/pulls
Actions	https://github.com/knarrff/python-intermediate-development/actions
Projects	https://github.com/knarrff/python-intermediate-development/projects
Security and quality 0	https://github.com/knarrff/python-intermediate-development/security
Insights	https://github.com/knarrff/python-intermediate-development/pulse
Code	https://github.com/knarrff/python-intermediate-development
Pull requests	https://github.com/knarrff/python-intermediate-development/pulls
Actions	https://github.com/knarrff/python-intermediate-development/actions
Projects	https://github.com/knarrff/python-intermediate-development/projects
Security and quality	https://github.com/knarrff/python-intermediate-development/security
Insights	https://github.com/knarrff/python-intermediate-development/pulse
	https://github.com/knarrff/python-intermediate-development
Branches	https://github.com/knarrff/python-intermediate-development/branches
Tags	https://github.com/knarrff/python-intermediate-development/tags
	https://github.com/knarrff/python-intermediate-development/branches
	https://github.com/knarrff/python-intermediate-development/tags
1,751 Commits	https://github.com/knarrff/python-intermediate-development/commits/main/
	https://github.com/knarrff/python-intermediate-development/commits/main/
.github/workflows	https://github.com/knarrff/python-intermediate-development/tree/main/.github/workflows
.github/workflows	https://github.com/knarrff/python-intermediate-development/tree/main/.github/workflows
episodes	https://github.com/knarrff/python-intermediate-development/tree/main/episodes
episodes	https://github.com/knarrff/python-intermediate-development/tree/main/episodes
instructors	https://github.com/knarrff/python-intermediate-development/tree/main/instructors
instructors	https://github.com/knarrff/python-intermediate-development/tree/main/instructors
learners	https://github.com/knarrff/python-intermediate-development/tree/main/learners
learners	https://github.com/knarrff/python-intermediate-development/tree/main/learners
profiles	https://github.com/knarrff/python-intermediate-development/tree/main/profiles
profiles	https://github.com/knarrff/python-intermediate-development/tree/main/profiles
site	https://github.com/knarrff/python-intermediate-development/tree/main/site
site	https://github.com/knarrff/python-intermediate-development/tree/main/site
slides	https://github.com/knarrff/python-intermediate-development/tree/main/slides
slides	https://github.com/knarrff/python-intermediate-development/tree/main/slides
.editorconfig	https://github.com/knarrff/python-intermediate-development/blob/main/.editorconfig
.editorconfig	https://github.com/knarrff/python-intermediate-development/blob/main/.editorconfig
.gitignore	https://github.com/knarrff/python-intermediate-development/blob/main/.gitignore
.gitignore	https://github.com/knarrff/python-intermediate-development/blob/main/.gitignore
AUTHORS	https://github.com/knarrff/python-intermediate-development/blob/main/AUTHORS
AUTHORS	https://github.com/knarrff/python-intermediate-development/blob/main/AUTHORS
CITATION	https://github.com/knarrff/python-intermediate-development/blob/main/CITATION
CITATION	https://github.com/knarrff/python-intermediate-development/blob/main/CITATION
CODE_OF_CONDUCT.md	https://github.com/knarrff/python-intermediate-development/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/knarrff/python-intermediate-development/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/knarrff/python-intermediate-development/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/knarrff/python-intermediate-development/blob/main/CONTRIBUTING.md
GOVERNANCE.md	https://github.com/knarrff/python-intermediate-development/blob/main/GOVERNANCE.md
GOVERNANCE.md	https://github.com/knarrff/python-intermediate-development/blob/main/GOVERNANCE.md
LICENSE.md	https://github.com/knarrff/python-intermediate-development/blob/main/LICENSE.md
LICENSE.md	https://github.com/knarrff/python-intermediate-development/blob/main/LICENSE.md
README.md	https://github.com/knarrff/python-intermediate-development/blob/main/README.md
README.md	https://github.com/knarrff/python-intermediate-development/blob/main/README.md
config.yaml	https://github.com/knarrff/python-intermediate-development/blob/main/config.yaml
config.yaml	https://github.com/knarrff/python-intermediate-development/blob/main/config.yaml
index.md	https://github.com/knarrff/python-intermediate-development/blob/main/index.md
index.md	https://github.com/knarrff/python-intermediate-development/blob/main/index.md
links.md	https://github.com/knarrff/python-intermediate-development/blob/main/links.md
links.md	https://github.com/knarrff/python-intermediate-development/blob/main/links.md
paper.bib	https://github.com/knarrff/python-intermediate-development/blob/main/paper.bib
paper.bib	https://github.com/knarrff/python-intermediate-development/blob/main/paper.bib
paper.md	https://github.com/knarrff/python-intermediate-development/blob/main/paper.md
paper.md	https://github.com/knarrff/python-intermediate-development/blob/main/paper.md
README	https://github.com/knarrff/python-intermediate-development
Code of conduct	https://github.com/knarrff/python-intermediate-development
Contributing	https://github.com/knarrff/python-intermediate-development
License	https://github.com/knarrff/python-intermediate-development
	https://zenodo.org/badge/latestdoi/257930838
	https://github.com/knarrff/python-intermediate-development#intermediate-research-software-development-skills-python
existing piece of software	https://github.com/carpentries-incubator/python-intermediate-inflammation
The Carpentries	https://carpentries.org
Software Carpentry Python course	https://software-carpentry.org/lessons/
patient inflammation data	https://swcarpentry.github.io/python-novice-inflammation/#scenario-a-miracle-arthritis-inflammation-cure
Software Carpentry Python "inflammation" lesson	https://swcarpentry.github.io/python-novice-inflammation/
variant of this lesson	https://github.com/carpentries-incubator/python-intermediate-development-earth-sciences/tree/gh-pages
	https://github.com/knarrff/python-intermediate-development#lesson-status
	https://github.com/knarrff/python-intermediate-development#teaching-the-lesson
issue	https://github.com/carpentries-incubator/python-intermediate-development/issues/new?assignees=&labels=pilot&template=lesson-pilot-issue-template.md&title=
	https://camo.githubusercontent.com/86519955d9776ad53949c615e5767c684ed9879760e40c8618633fe8bde6e041/68747470733a2f2f736869656c64732e696f2f62616467652f2d70696c6f742d333145393330
	https://github.com/knarrff/python-intermediate-development#gitlab-version-of-this-lesson
a (bit outdated but usable) version of this lesson using GitLab	https://github.com/esciencecenter-digital-skills/python-intermediate-development-gitlab
	https://github.com/knarrff/python-intermediate-development#contributing
Contribution Guide	https://github.com/knarrff/python-intermediate-development/blob/main/CONTRIBUTING.md
more detailed guidelines	https://carpentries.github.io/lesson-example
issues	https://github.com/knarrff/python-intermediate-development/issues
Contributing to a Project	https://git-scm.com/book/en/v2/GitHub-Contributing-to-a-Project
	https://camo.githubusercontent.com/2d407ef1facd04189d6c2ec161527816b38d99fc156f329ec9734201d8dd99d3/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d676f6f64253230666972737425323069737375652d626c756576696f6c65742e737667
	https://camo.githubusercontent.com/70d6620dacfa387c5693d682909becbef68c61cc72a72b86985862df58b44109/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d68656c7025323077616e7465642d677265656e2e737667
	https://github.com/knarrff/python-intermediate-development#maintainers
Matthew Bluteau	https://github.com/bielsnohr
Steve Crouch	https://github.com/steve-crouch
Doug Lowe	https://github.com/douglowe
Aleksandra Nenadic	https://github.com/anenadic
Google doc	https://docs.google.com/document/d/1-SvoY_2GvlQgJnu8zfr6VnU7sev_iWZAIwBUywNSfWE/edit
Kamilla Kopec-Harding	https://github.com/kkh451
	https://github.com/knarrff/python-intermediate-development#authors
AUTHORS	https://github.com/knarrff/python-intermediate-development/blob/main/AUTHORS
	https://github.com/knarrff/python-intermediate-development#licence
Creative Commons Attribution	https://creativecommons.org/licenses/by/4.0/
CC BY 4.0	https://creativecommons.org/licenses/by/4.0/legalcode
MIT licence	https://opensource.org/licenses/MIT
LICENSE.md	https://github.com/knarrff/python-intermediate-development/blob/main/LICENSE.md
	https://github.com/knarrff/python-intermediate-development#citation
CITATION	https://github.com/knarrff/python-intermediate-development/blob/main/CITATION
	https://github.com/knarrff/python-intermediate-development#contact
	https://github.com/knarrff/python-intermediate-development#acknowledgements
UK's Software Sustainability Institute	https://software.ac.uk/
EPSRC, BBSRC, ESRC, NERC, AHRC, STFC and MRC grant EP/S021779/1	https://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/S021779/1
carpentries-incubator.github.io/python-intermediate-development/	https://carpentries-incubator.github.io/python-intermediate-development/
Readme	https://github.com/knarrff/python-intermediate-development#readme-ov-file
View license	https://github.com/knarrff/python-intermediate-development#License-1-ov-file
Please reload this page	https://github.com/knarrff/python-intermediate-development
Activity	https://github.com/knarrff/python-intermediate-development/activity
0 forks	https://github.com/knarrff/python-intermediate-development/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fknarrff%2Fpython-intermediate-development&report=knarrff+%28user%29
Releases	https://github.com/knarrff/python-intermediate-development/releases
23 tags	https://github.com/knarrff/python-intermediate-development/tags
Packages 0	https://github.com/users/knarrff/packages?repo_name=python-intermediate-development
Please reload this page	https://github.com/knarrff/python-intermediate-development
Contributors	https://github.com/knarrff/python-intermediate-development/graphs/contributors
Please reload this page	https://github.com/knarrff/python-intermediate-development
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.