René's URL Explorer Experiment

Title: Reusable and Reproducible Healthcare Simulations in Python and R · GitHub

Open Graph Title: Reusable and Reproducible Healthcare Simulations in Python and R

X Title: Reusable and Reproducible Healthcare Simulations in Python and R

Description: For the UKRI-funded project STARS: Sharing Tools and Artefacts for Reproducible/Reusable Simulations - Reusable and Reproducible Healthcare Simulations in Python and R

Open Graph Description: For the UKRI-funded project STARS: Sharing Tools and Artefacts for Reproducible/Reusable Simulations - Reusable and Reproducible Healthcare Simulations in Python and R

X Description: For the UKRI-funded project STARS: Sharing Tools and Artefacts for Reproducible/Reusable Simulations - Reusable and Reproducible Healthcare Simulations in Python and R

Opengraph URL: https://github.com/pythonhealthdatascience

X: @github

direct link

Domain: github.com

route-pattern	/:user_id(.:format)
route-controller	profiles
route-action	show
fetch-nonce	v2:aa4f08ab-03fb-9995-6eff-96357f6c2e4c
current-catalog-service-hash	4a1c50a83cf6cc4b55b6b9c53e553e3f847c876b87fb333f71f5d05db8f1a7db
request-id	8B44:3B16F:B9651:102906:698E0669
html-safe-nonce	6d75871a30a09fd911863a1f06a7a54ae5db46a4c3ae05a11eee5afa613d16e3
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4QjQ0OjNCMTZGOkI5NjUxOjEwMjkwNjo2OThFMDY2OSIsInZpc2l0b3JfaWQiOiIyNzEyMzA1NTI2MDMzNDgzMzY5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	781ec2471ac81afbffeabd1656345613c98cbecb338110a7e1659f8ae60abdb0
hovercard-subject-tag	organization:141336575
github-keyboard-shortcuts	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/pythonhealthdatascience
twitter:image	https://avatars.githubusercontent.com/u/141336575?s=280&v=4
twitter:card	summary_large_image
og:image	https://avatars.githubusercontent.com/u/141336575?s=280&v=4
og:image:alt	For the UKRI-funded project STARS: Sharing Tools and Artefacts for Reproducible/Reusable Simulations - Reusable and Reproducible Healthcare Simulations in Python and R
og:site_name	GitHub
og:type	profile
profile:username	pythonhealthdatascience
hostname	github.com
expected-hostname	github.com
None	70a88bfe6d9639434ae7f5a46d15c336b8884978a51526bc55fc57d848f1e3c1
turbo-cache-control	no-preview
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	2519b16db5550494a653f9a8837c14ef7df80804
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/pythonhealthdatascience/#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fpythonhealthdatascience%2F
pythonhealthdatascience	https://github.com/pythonhealthdatascience
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
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
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%2Fpythonhealthdatascience%2F
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Corg-login%3E&source=header
Reload	https://github.com/pythonhealthdatascience/
Reload	https://github.com/pythonhealthdatascience/
Reload	https://github.com/pythonhealthdatascience/
22 followers	https://github.com/orgs/pythonhealthdatascience/followers
https://gtr.ukri.org/projects?ref=MR%2FZ503915%2F1	https://gtr.ukri.org/projects?ref=MR%2FZ503915%2F1
Overview	https://github.com/pythonhealthdatascience
Repositories	https://github.com/orgs/pythonhealthdatascience/repositories
Projects	https://github.com/orgs/pythonhealthdatascience/projects
Packages	https://github.com/orgs/pythonhealthdatascience/packages
People	https://github.com/orgs/pythonhealthdatascience/people
Overview	https://github.com/pythonhealthdatascience
Repositories	https://github.com/orgs/pythonhealthdatascience/repositories
Projects	https://github.com/orgs/pythonhealthdatascience/projects
Packages	https://github.com/orgs/pythonhealthdatascience/packages
People	https://github.com/orgs/pythonhealthdatascience/people
README.md	https://github.com/pythonhealthdatascience/.github/tree/main/profile/README.md
	https://orcid.org/0000-0003-2631-4481
	https://github.com/TomMonks
	https://orcid.org/0000-0002-6596-3479
	https://github.com/amyheather
	https://orcid.org/0000-0001-5274-5037
	https://github.com/AliHarp
	https://orcid.org/0000-0002-2204-8924
	https://github.com/NavonilNM
	https://orcid.org/0000-0003-1263-2286
	https://github.com/andy-mayne
	https://orcid.org/0009-0000-0252-560X
	https://github.com/Falidoost
	https://github.com/pythonhealthdatascience/#reproducible-simulations
	https://github.com/pythonhealthdatascience/#assessing-the-reproducibility-of-published-des-models
https://doi.org/10.1080/17477778.2025.2552177	https://doi.org/10.1080/17477778.2025.2552177
stars-reproduction-protocol	https://github.com/pythonhealthdatascience/stars_reproduction_protocol
stars-reproduce-allen-2020	https://github.com/pythonhealthdatascience/stars-reproduce-allen-2020
stars-reproduction-template	https://github.com/pythonhealthdatascience/stars_reproduction_template
stars-reproduce-shoaib-2022	https://github.com/pythonhealthdatascience/stars-reproduce-shoaib-2022
stars-reproduce-huang-2019	https://github.com/pythonhealthdatascience/stars-reproduce-huang-2019
stars-reproduce-lim-2020	https://github.com/pythonhealthdatascience/stars-reproduce-lim-2020
stars-reproduce-kim-2021	https://github.com/pythonhealthdatascience/stars-reproduce-kim-2021
stars-reproduce-anagnostou-2022	https://github.com/pythonhealthdatascience/stars-reproduce-anagnostou-2022
stars-reproduce-johnson-2021	https://github.com/pythonhealthdatascience/stars-reproduce-johnson-2021
stars-reproduce-hernandez-2015	https://github.com/pythonhealthdatascience/stars-reproduce-hernandez-2015
stars-reproduce-wood-2021	https://github.com/pythonhealthdatascience/stars-reproduce-wood-2021
stars_wp1_summary	https://github.com/pythonhealthdatascience/stars_wp1_summary
	https://github.com/pythonhealthdatascience/#online-book-guiding-how-to-create-reproducible-python-and-r-des-models
des_rap_book	https://github.com/pythonhealthdatascience/des_rap_book
pydesrap_mms	https://github.com/pythonhealthdatascience/pydesrap_mms
rdesrap_mms	https://github.com/pythonhealthdatascience/rdesrap_mms
pydesrap_stroke	https://github.com/pythonhealthdatascience/pydesrap_stroke
rdesrap_stroke	https://github.com/pythonhealthdatascience/rdesrap_stroke
	https://github.com/pythonhealthdatascience/#reusable-simulations
	https://github.com/pythonhealthdatascience/#systematic-review
https://doi.org/10.1080/17477778.2023.2260772	https://doi.org/10.1080/17477778.2023.2260772
	https://github.com/pythonhealthdatascience/#stars-framework
https://doi.org/10.1080/17477778.2024.2347882	https://doi.org/10.1080/17477778.2024.2347882
stars-treat-sim	https://github.com/pythonhealthdatascience/stars-treat-sim
stars-simpy-example-docs	https://github.com/pythonhealthdatascience/stars-simpy-example-docs
stars-streamlit-example	https://github.com/pythonhealthdatascience/stars-streamlit-example
stars-ciw-example	https://github.com/pythonhealthdatascience/stars-ciw-example
stars-treat-simmer	https://github.com/pythonhealthdatascience/stars-treat-simmer
stars-shiny-simmer	https://github.com/pythonhealthdatascience/stars-shiny-simmer
stars-stlite-example	https://github.com/pythonhealthdatascience/stars-stlite-example
stars-simpy-jupterlite	https://github.com/pythonhealthdatascience/stars-simpy-jupterlite
	https://github.com/pythonhealthdatascience/#applying-stars
stars-eom-rcc	https://github.com/pythonhealthdatascience/stars-eom-rcc
	https://github.com/pythonhealthdatascience/#replicable-simulations
	https://github.com/pythonhealthdatascience/#stress-guidelines
https://doi.org/10.1080/17477778.2018.1442155	https://doi.org/10.1080/17477778.2018.1442155
	https://github.com/pythonhealthdatascience/#updating-stress
stress_update	https://github.com/pythonhealthdatascience/stress_update
	https://github.com/pythonhealthdatascience/#using-llms
	https://github.com/pythonhealthdatascience/#generating-des-models-using-llms
https://doi.org/10.1080/01605682.2025.2554751	https://doi.org/10.1080/01605682.2025.2554751
llm_simpy	https://github.com/pythonhealthdatascience/llm_simpy
llm_simpy_models	https://github.com/pythonhealthdatascience/llm_simpy_models
	https://github.com/pythonhealthdatascience/#other-repositories
	https://github.com/pythonhealthdatascience/#sw25-des-in-python-tutorial
https://doi.org/10.36819/SW25.004	https://doi.org/10.36819/SW25.004
intro-open-sim	https://github.com/pythonhealthdatascience/intro-open-sim
	https://github.com/pythonhealthdatascience/#gw4-open-research-prize
gw4_prize_presentation	https://github.com/pythonhealthdatascience/gw4_prize_presentation
	https://github.com/pythonhealthdatascience/#review-of-computer-simulation-in-orthopaedic-services
scope_wsc_2025	https://github.com/pythonhealthdatascience/scope_wsc_2025
	https://github.com/pythonhealthdatascience/#other-stars-repositories
stars-publications	https://github.com/pythonhealthdatascience/stars-publications
stars-logo	https://github.com/pythonhealthdatascience/stars-logo
stars_wp3_summary	https://github.com/pythonhealthdatascience/stars_wp3_summary
intro-open-sim	https://github.com/pythonhealthdatascience/intro-open-sim
8	https://github.com/pythonhealthdatascience/intro-open-sim/stargazers
6	https://github.com/pythonhealthdatascience/intro-open-sim/forks
stars-simpy-jupterlite	https://github.com/pythonhealthdatascience/stars-simpy-jupterlite
5	https://github.com/pythonhealthdatascience/stars-simpy-jupterlite/stargazers
pydesrap_mms	https://github.com/pythonhealthdatascience/pydesrap_mms
5	https://github.com/pythonhealthdatascience/pydesrap_mms/stargazers
des_rap_book	https://github.com/pythonhealthdatascience/des_rap_book
5	https://github.com/pythonhealthdatascience/des_rap_book/stargazers
llm_simpy	https://github.com/pythonhealthdatascience/llm_simpy
3	https://github.com/pythonhealthdatascience/llm_simpy/stargazers
stars-treat-simmer	https://github.com/pythonhealthdatascience/stars-treat-simmer
3	https://github.com/pythonhealthdatascience/stars-treat-simmer/stargazers
1	https://github.com/pythonhealthdatascience/stars-treat-simmer/forks
hdruk_tests	https://github.com/pythonhealthdatascience/hdruk_tests
Uh oh! There was an error while loading. Please reload this page.	https://github.com/pythonhealthdatascience/hdruk_tests/graphs/commit-activity
Please reload this page	https://github.com/pythonhealthdatascience/
1	https://github.com/pythonhealthdatascience/hdruk_tests/forks
10	https://github.com/pythonhealthdatascience/hdruk_tests/issues
0	https://github.com/pythonhealthdatascience/hdruk_tests/pulls
des_rap_book	https://github.com/pythonhealthdatascience/des_rap_book
	https://github.com/pythonhealthdatascience/des_rap_book/graphs/commit-activity
5	https://github.com/pythonhealthdatascience/des_rap_book/stargazers
9	https://github.com/pythonhealthdatascience/des_rap_book/issues
0	https://github.com/pythonhealthdatascience/des_rap_book/pulls
stars-stlite-example	https://github.com/pythonhealthdatascience/stars-stlite-example
pythonhealthdatascience/stars-streamlit-example	https://github.com/pythonhealthdatascience/stars-streamlit-example
	https://github.com/pythonhealthdatascience/stars-stlite-example/graphs/commit-activity
2	https://github.com/pythonhealthdatascience/stars-stlite-example/stargazers
3	https://github.com/pythonhealthdatascience/stars-stlite-example/forks
1	https://github.com/pythonhealthdatascience/stars-stlite-example/issues
0	https://github.com/pythonhealthdatascience/stars-stlite-example/pulls
stars-streamlit-example	https://github.com/pythonhealthdatascience/stars-streamlit-example
Uh oh! There was an error while loading. Please reload this page.	https://github.com/pythonhealthdatascience/stars-streamlit-example/graphs/commit-activity
Please reload this page	https://github.com/pythonhealthdatascience/
1	https://github.com/pythonhealthdatascience/stars-streamlit-example/stargazers
3	https://github.com/pythonhealthdatascience/stars-streamlit-example/forks
1	https://github.com/pythonhealthdatascience/stars-streamlit-example/issues
0	https://github.com/pythonhealthdatascience/stars-streamlit-example/pulls
stars-treat-sim	https://github.com/pythonhealthdatascience/stars-treat-sim
Uh oh! There was an error while loading. Please reload this page.	https://github.com/pythonhealthdatascience/stars-treat-sim/graphs/commit-activity
Please reload this page	https://github.com/pythonhealthdatascience/
1	https://github.com/pythonhealthdatascience/stars-treat-sim/stargazers
1	https://github.com/pythonhealthdatascience/stars-treat-sim/forks
6	https://github.com/pythonhealthdatascience/stars-treat-sim/issues
0	https://github.com/pythonhealthdatascience/stars-treat-sim/pulls
pydesrap_mms	https://github.com/pythonhealthdatascience/pydesrap_mms
Uh oh! There was an error while loading. Please reload this page.	https://github.com/pythonhealthdatascience/pydesrap_mms/graphs/commit-activity
Please reload this page	https://github.com/pythonhealthdatascience/
5	https://github.com/pythonhealthdatascience/pydesrap_mms/stargazers
2	https://github.com/pythonhealthdatascience/pydesrap_mms/issues
0	https://github.com/pythonhealthdatascience/pydesrap_mms/pulls
rdesrap_stroke	https://github.com/pythonhealthdatascience/rdesrap_stroke
Uh oh! There was an error while loading. Please reload this page.	https://github.com/pythonhealthdatascience/rdesrap_stroke/graphs/commit-activity
Please reload this page	https://github.com/pythonhealthdatascience/
2	https://github.com/pythonhealthdatascience/rdesrap_stroke/stargazers
1	https://github.com/pythonhealthdatascience/rdesrap_stroke/issues
0	https://github.com/pythonhealthdatascience/rdesrap_stroke/pulls
pydesrap_stroke	https://github.com/pythonhealthdatascience/pydesrap_stroke
	https://github.com/pythonhealthdatascience/pydesrap_stroke/graphs/commit-activity
2	https://github.com/pythonhealthdatascience/pydesrap_stroke/stargazers
1	https://github.com/pythonhealthdatascience/pydesrap_stroke/issues
0	https://github.com/pythonhealthdatascience/pydesrap_stroke/pulls
rdesrap_mms	https://github.com/pythonhealthdatascience/rdesrap_mms
Uh oh! There was an error while loading. Please reload this page.	https://github.com/pythonhealthdatascience/rdesrap_mms/graphs/commit-activity
Please reload this page	https://github.com/pythonhealthdatascience/
2	https://github.com/pythonhealthdatascience/rdesrap_mms/stargazers
1	https://github.com/pythonhealthdatascience/rdesrap_mms/forks
1	https://github.com/pythonhealthdatascience/rdesrap_mms/issues
0	https://github.com/pythonhealthdatascience/rdesrap_mms/pulls
stars	https://github.com/pythonhealthdatascience/stars
	https://github.com/pythonhealthdatascience/stars/graphs/commit-activity
2	https://github.com/pythonhealthdatascience/stars/issues
0	https://github.com/pythonhealthdatascience/stars/pulls
View all repositories	https://github.com/orgs/pythonhealthdatascience/repositories?type=all
People	https://github.com/orgs/pythonhealthdatascience/people
	https://github.com/TomMonks
	https://github.com/amyheather
Please reload this page	https://github.com/pythonhealthdatascience/
Please reload this page	https://github.com/pythonhealthdatascience/
	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.