René's URL Explorer Experiment


Title: GitHub - sib-swiss/intermediate-python-training

Open Graph Title: GitHub - sib-swiss/intermediate-python-training

X Title: GitHub - sib-swiss/intermediate-python-training

Description: Contribute to sib-swiss/intermediate-python-training development by creating an account on GitHub.

Open Graph Description: Contribute to sib-swiss/intermediate-python-training development by creating an account on GitHub.

X Description: Contribute to sib-swiss/intermediate-python-training development by creating an account on GitHub.

Opengraph URL: https://github.com/sib-swiss/intermediate-python-training

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:c101c831-bc74-9459-e555-14fa16c9e2a2
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE0DA:1837F3:2B5A043:37C69E2:69903366
html-safe-nonce306490482ef04548f996da9fd0941e64ab7715bffe712f34168b373fb8ae3b88
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMERBOjE4MzdGMzoyQjVBMDQzOjM3QzY5RTI6Njk5MDMzNjYiLCJ2aXNpdG9yX2lkIjoiODYyOTk2Mjg3NzIyMDk1OTA3OCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmaca8280289700a23cc72c8e0b9065010aefb49a01c4761f3fa52f40385c27d229b
hovercard-subject-tagrepository:492815740
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/sib-swiss/intermediate-python-training
twitter:imagehttps://opengraph.githubassets.com/8cc6b3efda4cf0e3b244f2bb1a8361775975faa842831a786f2c17dbaeab81e1/sib-swiss/intermediate-python-training
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/8cc6b3efda4cf0e3b244f2bb1a8361775975faa842831a786f2c17dbaeab81e1/sib-swiss/intermediate-python-training
og:image:altContribute to sib-swiss/intermediate-python-training development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-controlno-preview
go-importgithub.com/sib-swiss/intermediate-python-training git https://github.com/sib-swiss/intermediate-python-training.git
octolytics-dimension-user_id17580039
octolytics-dimension-user_loginsib-swiss
octolytics-dimension-repository_id492815740
octolytics-dimension-repository_nwosib-swiss/intermediate-python-training
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id492815740
octolytics-dimension-repository_network_root_nwosib-swiss/intermediate-python-training
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release3b33c5aedc9808f45bc5fcf0b1e4404cf749dac7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsib-swiss%2Fintermediate-python-training
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsib-swiss%2Fintermediate-python-training
Sign up https://patch-diff.githubusercontent.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=sib-swiss%2Fintermediate-python-training
Reloadhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
Reloadhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
Reloadhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
sib-swiss https://patch-diff.githubusercontent.com/sib-swiss
intermediate-python-traininghttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fsib-swiss%2Fintermediate-python-training
Fork 32 https://patch-diff.githubusercontent.com/login?return_to=%2Fsib-swiss%2Fintermediate-python-training
Star 85 https://patch-diff.githubusercontent.com/login?return_to=%2Fsib-swiss%2Fintermediate-python-training
CC-BY-4.0 license https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/LICENSE.md
85 stars https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/stargazers
32 forks https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/forks
Branches https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/branches
Tags https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tags
Activity https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fsib-swiss%2Fintermediate-python-training
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fsib-swiss%2Fintermediate-python-training
Code https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
Issues 1 https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/issues
Pull requests 0 https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/pulls
Projects 0 https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/projects
Security 0 https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/security
Insights https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/pulse
Code https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
Issues https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/issues
Pull requests https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/pulls
Projects https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/projects
Security https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/security
Insights https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/pulse
Brancheshttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/branches
Tagshttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tags
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/branches
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tags
146 Commitshttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/commits/main/
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/commits/main/
course1https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tree/main/course1
course1https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tree/main/course1
course2https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tree/main/course2
course2https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tree/main/course2
course3https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tree/main/course3
course3https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/tree/main/course3
.gitignorehttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/.gitignore
.markdownlint.jsonhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/.markdownlint.json
.markdownlint.jsonhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/.markdownlint.json
.zenodo.jsonhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/.zenodo.json
.zenodo.jsonhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/.zenodo.json
00_python_warmup.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/00_python_warmup.ipynb
00_python_warmup.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/00_python_warmup.ipynb
LICENSE.mdhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/LICENSE.md
LICENSE.mdhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/LICENSE.md
README.mdhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/README.md
pyproject.tomlhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/pyproject.toml
pyproject.tomlhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/pyproject.toml
requirements.txthttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/requirements.txt
schedule.mdhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/schedule.md
schedule.mdhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/schedule.md
READMEhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
CC-BY-4.0 licensehttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
https://doi.org/10.5281/zenodo.17657932
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#intermediate-python
SIB Traininghttps://www.sib.swiss/training/upcoming-training-courses
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#course-description
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#data-analysis-and-representation-in-python-darpy
Pandashttps://pandas.pydata.org
Numpyhttps://numpy.org
Scipyhttps://scipy.org
Seabornhttps://seaborn.pydata.org
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#optimizing-python-code-for-better-performance-optpy
Numbahttps://numba.pydata.org
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#interactive-visualization-with-python-ivipy
plotlyhttps://plotly.com/python
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#prerequisites
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#prerequisite-knowledge
00_python_warmup.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/00_python_warmup.ipynb
Jupyter Notebookshttps://www.jupyter.org
this onehttps://github.com/sib-swiss/first-steps-with-python-training/blob/master/notebooks/00_jupyter_setup.ipynb
that more in-depth onehttps://mybinder.org/v2/gh/ipython/ipython-in-depth/HEAD?urlpath=tree/binder/Index.ipynb
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#software-installation
setting-up your computerhttps://github.com/sib-swiss/first-steps-with-python-training/blob/master/setting_up_your_environment.md
pandashttps://pandas.pydata.org
seabornhttps://seaborn.pydata.org
statsmodelshttps://www.statsmodels.org/stable/index.html
numbahttps://numba.pydata.org/
cythonhttps://pypi.org/project/Cython/
memory-profilerhttps://pypi.org/project/memory-profiler/
seabornhttps://seaborn.pydata.org
pandashttps://pandas.pydata.org
plotly-dashhttps://dash.plotly.com/installation
condahttps://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#creating-an-environment-from-an-environment-yml-file
venvhttps://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments
environment.yamlhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course1/environment.yaml
requirements.txthttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course1/requirements.txt
environment.yamlhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course2/environment.yaml
requirements.txthttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course2/requirements.txt
environment.yamlhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course3/environment.yaml
requirements.txthttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course3/requirements.txt
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#course-material-organization
Jupyter Notebookshttps://www.jupyter.org
00_python_warmup.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/00_python_warmup.ipynb
01_data_manipulation.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course1/01_data_manipulation.ipynb
pandashttps://pandas.pydata.org
02_data_description_and_representation.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course1/02_data_description_and_representation.ipynb
03_statistics_with_python.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course1/03_statistics_with_python.ipynb
01_resource_usage_measure_and_profiling.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course2/01_resource_usage_measure_and_profiling.ipynb
02_faster_python.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course2/02_faster_python.ipynb
03_multiprocessing_multithreading_python.ipynbhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/blob/main/course2/03_multiprocessing_multithreading_python.ipynb
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#course-recording-videos
Data analysis and representation in Python playlisthttps://www.youtube.com/playlist?list=PLxHnvy2HZSYnfsgyi2fFwY-ZV-i5qzTed
Optimizing Python Code for Better Performance playlisthttps://www.youtube.com/playlist?list=PLxHnvy2HZSYlqefw9OXwV77vB4DNC4tjP
Interactive Visualization with Pythonhttps://www.youtube.com/playlist?list=PLxHnvy2HZSYnz-aauumQdr4Xbq40HW2e9
https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#citation
https://doi.org/10.5281/zenodo.17657932https://doi.org/10.5281/zenodo.17657932
Readme https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#readme-ov-file
CC-BY-4.0 license https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training#CC-BY-4.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
Activityhttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/activity
Custom propertieshttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/custom-properties
85 starshttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/stargazers
5 watchinghttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/watchers
32 forkshttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fsib-swiss%2Fintermediate-python-training&report=sib-swiss+%28user%29
Releases 7https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/releases
November 2025 Latest Nov 20, 2025 https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/releases/tag/2025.11
+ 6 releaseshttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/sib-swiss/packages?repo_name=intermediate-python-training
Contributors 4https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training
Jupyter Notebook 99.7% https://patch-diff.githubusercontent.com/sib-swiss/intermediate-python-training/search?l=jupyter-notebook
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.