René's URL Explorer Experiment

Title: GitHub - yezug666/PracticalPythonProgrammingForBiologists: An introduction to python programming for Biologists and Bioinformaticians · GitHub

Open Graph Title: GitHub - yezug666/PracticalPythonProgrammingForBiologists: An introduction to python programming for Biologists and Bioinformaticians

X Title: GitHub - yezug666/PracticalPythonProgrammingForBiologists: An introduction to python programming for Biologists and Bioinformaticians

Description: An introduction to python programming for Biologists and Bioinformaticians - yezug666/PracticalPythonProgrammingForBiologists

Open Graph Description: An introduction to python programming for Biologists and Bioinformaticians - yezug666/PracticalPythonProgrammingForBiologists

X Description: An introduction to python programming for Biologists and Bioinformaticians - yezug666/PracticalPythonProgrammingForBiologists

Opengraph URL: https://github.com/yezug666/PracticalPythonProgrammingForBiologists

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:325bc368-fcc8-e18e-ab60-d98799b58169
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	BDB4:2437B8:B5D4DF:F0599F:6A5C26A9
html-safe-nonce	48c1b1b77132c70494cd5a38e8a4d00e2beb77664b802a76b78a7969fd80cde9
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCREI0OjI0MzdCODpCNUQ0REY6RjA1OTlGOjZBNUMyNkE5IiwidmlzaXRvcl9pZCI6IjMwMjg0NjA0NDgxMTc0MzQwMjUiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	60066c148572c2594db0efce7fc98d7ca8fa9abd66cc2ab74fecb568f46c9587
hovercard-subject-tag	repository:1237562522
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/yezug666/PracticalPythonProgrammingForBiologists
twitter:image	https://opengraph.githubassets.com/b3cdaffb5794cd906cf038cfe3d0e420899dacf23d7b3b974c94a6e9d4b0a858/yezug666/PracticalPythonProgrammingForBiologists
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/b3cdaffb5794cd906cf038cfe3d0e420899dacf23d7b3b974c94a6e9d4b0a858/yezug666/PracticalPythonProgrammingForBiologists
og:image:alt	An introduction to python programming for Biologists and Bioinformaticians - yezug666/PracticalPythonProgrammingForBiologists
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-control	no-cache
go-import	github.com/yezug666/PracticalPythonProgrammingForBiologists git https://github.com/yezug666/PracticalPythonProgrammingForBiologists.git
octolytics-dimension-user_id	107508990
octolytics-dimension-user_login	yezug666
octolytics-dimension-repository_id	1237562522
octolytics-dimension-repository_nwo	yezug666/PracticalPythonProgrammingForBiologists
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	632424944
octolytics-dimension-repository_parent_nwo	passdan/PracticalPythonProgrammingForBiologists
octolytics-dimension-repository_network_root_id	632424944
octolytics-dimension-repository_network_root_nwo	passdan/PracticalPythonProgrammingForBiologists
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	9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fyezug666%2FPracticalPythonProgrammingForBiologists
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/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/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/enterprise/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%2Fyezug666%2FPracticalPythonProgrammingForBiologists
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=yezug666%2FPracticalPythonProgrammingForBiologists
Reload	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
Reload	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
Reload	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
yezug666	https://github.com/yezug666
PracticalPythonProgrammingForBiologists	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
passdan/PracticalPythonProgrammingForBiologists	https://github.com/passdan/PracticalPythonProgrammingForBiologists
Notifications	https://github.com/login?return_to=%2Fyezug666%2FPracticalPythonProgrammingForBiologists
Fork 0	https://github.com/login?return_to=%2Fyezug666%2FPracticalPythonProgrammingForBiologists
Star 0	https://github.com/login?return_to=%2Fyezug666%2FPracticalPythonProgrammingForBiologists
Code	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
Pull requests 0	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/pulls
Actions	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/actions
Projects	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/projects
Security and quality 0	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/security
Insights	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/pulse
Code	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
Pull requests	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/pulls
Actions	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/actions
Projects	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/projects
Security and quality	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/security
Insights	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/pulse
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
Branches	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/branches
Tags	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tags
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/branches
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tags
124 Commits	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/commits/main/
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/commits/main/
Day1	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day1
Day1	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day1
Day2	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day2
Day2	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day2
Day3	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day3
Day3	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day3
Day4	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day4
Day4	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Day4
Images	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Images
Images	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Images
Solved	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Solved
Solved	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Solved
Supplementary	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Supplementary
Supplementary	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/tree/main/Supplementary
README.md	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/README.md
README.md	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/README.md
README	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#practical-python-programming-for-biologists
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Images/Headshot-lowres.png
Compass Bioinformatics	https://www.CompassBioinformatics.co.uk
read this agreement page	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Images/CompassBioinformatics-OnePage.png
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#overview
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#course-design
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#schedule
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#day-1
Setting up the python environment	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Supplementary/Setting_up.ipynb
Introduction, concepts, & data types	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day1/P34B-Day1-Introduction.ipynb
Basic data types (strings and numbers), & Data manipulation	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day1/P34B-Day1-BasicDataTypes.ipynb
More Data Types: Lists (and Tuples & Ranges)	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day1/P34B-Day1-Lists_and_more.ipynb
Project: Manipulating DNA sequences - Transcription Factor Binding	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day1/P34B-Day1-project.ipynb
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#day-2
More Data Types: Dictionaries	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day2/P34B-Day1-Dictionaries.ipynb
Loops	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day2/P34B-Day2-Loops.ipynb
Conditionals	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day2/P34B-Day2-Conditionals.ipynb
Advanced string manipulation	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day2/P34B-Day2-AdvancedStrings.ipynb
Project: Messy data handling	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day2/P34B-Day2-Project-MessyData.ipynb
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#day-3
I/O handling	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day3/P34B-Day3-IO.ipynb
Modules and libraries: BioPython	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day3/P34B-Day3-Modules-Biopython.ipynb
Organising code with functions	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day3/P34B-Day3-Functions.ipynb
Project: Chipseq, bespoke file formats, and functional organisation	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day3/P34B-Day3-Project-ChipSeq.ipynb
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#day-4
Modules and libraries: pandas, numPy, & sciPy	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day4/P34B-Day4-Modules-Stats.ipynb
Data visualisation packages (matplotlib/seaborn/plotly)	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day4/P34B-Day4-Data_visualisation.ipynb
Your code as command line programs & argparse	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day4/P34B-Day3-CLI_and_argparse.ipynb
Future Directions	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Supplementary/P34B-FutureDirections.md
Project: objects and stats - viral genomics	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day3/P34B-Day3-Project-covid_modules.ipynb
	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#supplementary
Classes and Object Oriented code	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Day3/P34B-Day3-ClassesAndObjects.ipynb
Comprehensions	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Supplementary/P34B-Comprehensions.ipynb
Coding in the age of ChatGPT and AI bots	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Supplementary/P34B-ChatGPT_and_AIs.ipynb
Data Types Review	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/blob/main/Supplementary/P34B-DataTypes-review.ipynb
Readme	https://github.com/yezug666/PracticalPythonProgrammingForBiologists#readme-ov-file
Please reload this page	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
Activity	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/activity
0 forks	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fyezug666%2FPracticalPythonProgrammingForBiologists&report=yezug666+%28user%29
Releases	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/releases
Packages 0	https://github.com/users/yezug666/packages?repo_name=PracticalPythonProgrammingForBiologists
Please reload this page	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
Contributors	https://github.com/yezug666/PracticalPythonProgrammingForBiologists/graphs/contributors
Please reload this page	https://github.com/yezug666/PracticalPythonProgrammingForBiologists
	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.