René's URL Explorer Experiment


Title: GitHub - imxiaohui/python_reference: Useful functions, tutorials, and other Python-related things

Open Graph Title: GitHub - imxiaohui/python_reference: Useful functions, tutorials, and other Python-related things

X Title: GitHub - imxiaohui/python_reference: Useful functions, tutorials, and other Python-related things

Description: Useful functions, tutorials, and other Python-related things - imxiaohui/python_reference

Open Graph Description: Useful functions, tutorials, and other Python-related things - imxiaohui/python_reference

X Description: Useful functions, tutorials, and other Python-related things - imxiaohui/python_reference

Opengraph URL: https://github.com/imxiaohui/python_reference

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:a68f549a-8b66-2a57-2749-95d8e302e37d
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB9C6:12F2D1:1FACB:2ACA5:6969C566
html-safe-nonce516a6b3b93d9c9a760668651c9640fe87a507bc1188547aa97a2b5cd3b42c12f
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCOUM2OjEyRjJEMToxRkFDQjoyQUNBNTo2OTY5QzU2NiIsInZpc2l0b3JfaWQiOiIyOTA3ODUwNTQ2NTg5ODQ0ODM4IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac506521470f91020dcdd27d064800ddc14f2d949aee24afc4740b332856396c3a
hovercard-subject-tagrepository:34090851
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/imxiaohui/python_reference
twitter:imagehttps://opengraph.githubassets.com/fe54f9c58d99d4f049d2064d9c5e8ea82192e53da8fd287bb756037ee7000dc4/imxiaohui/python_reference
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/fe54f9c58d99d4f049d2064d9c5e8ea82192e53da8fd287bb756037ee7000dc4/imxiaohui/python_reference
og:image:altUseful functions, tutorials, and other Python-related things - imxiaohui/python_reference
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneacedec8b5f975d9e3d494ddd8f949b0b8a0de59d393901e26f73df9dcba80056
turbo-cache-controlno-preview
go-importgithub.com/imxiaohui/python_reference git https://github.com/imxiaohui/python_reference.git
octolytics-dimension-user_id156284
octolytics-dimension-user_loginimxiaohui
octolytics-dimension-repository_id34090851
octolytics-dimension-repository_nwoimxiaohui/python_reference
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id13970153
octolytics-dimension-repository_parent_nworasbt/python_reference
octolytics-dimension-repository_network_root_id13970153
octolytics-dimension-repository_network_root_nworasbt/python_reference
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
release83c08c21cdda978090dc44364b71aa5bc6dcea79
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/imxiaohui/python_reference#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fimxiaohui%2Fpython_reference
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fimxiaohui%2Fpython_reference
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=imxiaohui%2Fpython_reference
Reloadhttps://github.com/imxiaohui/python_reference
Reloadhttps://github.com/imxiaohui/python_reference
Reloadhttps://github.com/imxiaohui/python_reference
imxiaohui https://github.com/imxiaohui
python_referencehttps://github.com/imxiaohui/python_reference
rasbt/python_referencehttps://github.com/rasbt/python_reference
Notifications https://github.com/login?return_to=%2Fimxiaohui%2Fpython_reference
Fork 0 https://github.com/login?return_to=%2Fimxiaohui%2Fpython_reference
Star 0 https://github.com/login?return_to=%2Fimxiaohui%2Fpython_reference
0 stars https://github.com/imxiaohui/python_reference/stargazers
937 forks https://github.com/imxiaohui/python_reference/forks
Branches https://github.com/imxiaohui/python_reference/branches
Tags https://github.com/imxiaohui/python_reference/tags
Activity https://github.com/imxiaohui/python_reference/activity
Star https://github.com/login?return_to=%2Fimxiaohui%2Fpython_reference
Notifications https://github.com/login?return_to=%2Fimxiaohui%2Fpython_reference
Code https://github.com/imxiaohui/python_reference
Pull requests 0 https://github.com/imxiaohui/python_reference/pulls
Actions https://github.com/imxiaohui/python_reference/actions
Projects 0 https://github.com/imxiaohui/python_reference/projects
Wiki https://github.com/imxiaohui/python_reference/wiki
Security Uh oh! There was an error while loading. Please reload this page. https://github.com/imxiaohui/python_reference/security
Please reload this pagehttps://github.com/imxiaohui/python_reference
Insights https://github.com/imxiaohui/python_reference/pulse
Code https://github.com/imxiaohui/python_reference
Pull requests https://github.com/imxiaohui/python_reference/pulls
Actions https://github.com/imxiaohui/python_reference/actions
Projects https://github.com/imxiaohui/python_reference/projects
Wiki https://github.com/imxiaohui/python_reference/wiki
Security https://github.com/imxiaohui/python_reference/security
Insights https://github.com/imxiaohui/python_reference/pulse
Brancheshttps://github.com/imxiaohui/python_reference/branches
Tagshttps://github.com/imxiaohui/python_reference/tags
https://github.com/imxiaohui/python_reference/branches
https://github.com/imxiaohui/python_reference/tags
391 Commitshttps://github.com/imxiaohui/python_reference/commits/master/
https://github.com/imxiaohui/python_reference/commits/master/
CSShttps://github.com/imxiaohui/python_reference/tree/master/CSS
CSShttps://github.com/imxiaohui/python_reference/tree/master/CSS
Datahttps://github.com/imxiaohui/python_reference/tree/master/Data
Datahttps://github.com/imxiaohui/python_reference/tree/master/Data
Imageshttps://github.com/imxiaohui/python_reference/tree/master/Images
Imageshttps://github.com/imxiaohui/python_reference/tree/master/Images
algorithmshttps://github.com/imxiaohui/python_reference/tree/master/algorithms
algorithmshttps://github.com/imxiaohui/python_reference/tree/master/algorithms
benchmarkshttps://github.com/imxiaohui/python_reference/tree/master/benchmarks
benchmarkshttps://github.com/imxiaohui/python_reference/tree/master/benchmarks
ipython_magichttps://github.com/imxiaohui/python_reference/tree/master/ipython_magic
ipython_magichttps://github.com/imxiaohui/python_reference/tree/master/ipython_magic
otherhttps://github.com/imxiaohui/python_reference/tree/master/other
otherhttps://github.com/imxiaohui/python_reference/tree/master/other
python_patternshttps://github.com/imxiaohui/python_reference/tree/master/python_patterns
python_patternshttps://github.com/imxiaohui/python_reference/tree/master/python_patterns
tutorialshttps://github.com/imxiaohui/python_reference/tree/master/tutorials
tutorialshttps://github.com/imxiaohui/python_reference/tree/master/tutorials
useful_scriptshttps://github.com/imxiaohui/python_reference/tree/master/useful_scripts
useful_scriptshttps://github.com/imxiaohui/python_reference/tree/master/useful_scripts
.gitignorehttps://github.com/imxiaohui/python_reference/blob/master/.gitignore
.gitignorehttps://github.com/imxiaohui/python_reference/blob/master/.gitignore
README.mdhttps://github.com/imxiaohui/python_reference/blob/master/README.md
README.mdhttps://github.com/imxiaohui/python_reference/blob/master/README.md
READMEhttps://github.com/imxiaohui/python_reference
https://github.com/imxiaohui/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
https://github.com/imxiaohui/python_reference/blob/master/Images/python-logo-master-v3-TM-flattened.png
// Python tips and tutorialshttps://github.com/imxiaohui/python_reference#-python-tips-and-tutorials
// Python and the webhttps://github.com/imxiaohui/python_reference#-python-and-the-web
// Algorithmshttps://github.com/imxiaohui/python_reference#-algorithms
// Plotting and Visualizationhttps://github.com/imxiaohui/python_reference#-plotting-and-visualization
// Benchmarkshttps://github.com/imxiaohui/python_reference#-benchmarks
// Python and "Data Science"https://github.com/imxiaohui/python_reference#-python-and-data-science
// Otherhttps://github.com/imxiaohui/python_reference#-other
// Useful scripts and snippetshttps://github.com/imxiaohui/python_reference#-useful-scripts-and-snippets
// Linkshttps://github.com/imxiaohui/python_reference#-links
back to tophttps://github.com/imxiaohui/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/not_so_obvious_python_stuff.ipynb?create=1
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/scope_resolution_legb_rule.ipynb?create=1
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/key_differences_between_python_2_and_3.ipynb?create=1
Markdownhttps://github.com/imxiaohui/python_reference/blob/master/tutorials/sqlite3_howto/README.md
Markdownhttps://github.com/imxiaohui/python_reference/blob/master/tutorials/unit_testing.md
Markdownhttps://github.com/imxiaohui/python_reference/blob/master/tutorials/installing_scientific_packages.md
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/sorting_csvs.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/running_cython.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/multiprocessing_intro.ipynb?create=1
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/python_data_entry_point.ipynb?create=1
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/awesome_things_ipynb.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/useful_regex.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/numpy_nan_quickguide.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/python_patterns/patterns.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/things_in_pandas.ipynb
back to tophttps://github.com/imxiaohui/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/table_of_contents_ipython.ipynb
Markdownhttps://github.com/imxiaohui/python_reference/blob/master/tutorials/markdown_syntax_highlighting/README.md
rasbt/algorithms_in_ipython_notebookshttps://github.com/rasbt/algorithms_in_ipython_notebooks
IPython nbhttp://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/sorting/sorting_algorithms.ipynb?create=1
IPython nbhttp://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/linregr_least_squares_fit.ipynb?create=1
IPython nbhttp://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/dixon_q_test.ipynb?create=1
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/sorting_csvs.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/geometry/points_in_hybercube.ipynb
matplotlib-galleryhttps://github.com/rasbt/matplotlib-gallery
IPython nbhttp://nbviewer.ipython.org/github/rasbt/matplotlib-gallery/blob/master/ipynb/publication.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/benchmarks/pandas_sum_tricks.ipynb
https://github.com/rasbt/One-Python-benchmark-per-day)*https://github.com/rasbt/One-Python-benchmark-per-day)*
IPython nbhttp://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day4_2_cython_numba_parakeet.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day7_2_jit_numpy.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day10_fortran_lstsqr.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/multiprocessing_intro.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day16_numpy_vectorization.ipynb
back to tophttps://github.com/imxiaohui/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
pattern_classificationhttps://github.com/rasbt/pattern_classification
IPython nbhttp://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/python_data_entry_point.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/pattern_classification/blob/master/preprocessing/about_standardization_normalization.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/pattern_classification/blob/master/dimensionality_reduction/projection/principal_component_analysis.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/pattern_classification/blob/master/dimensionality_reduction/projection/linear_discriminant_analysis.ipynb
IPython nbhttp://nbviewer.ipython.org/github/rasbt/pattern_classification/blob/master/parameter_estimation_techniques/parzen_window_technique.ipynb
back to tophttps://github.com/imxiaohui/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
watermarkhttps://github.com/rasbt/watermark
Shell scripthttps://github.com/imxiaohui/python_reference/blob/master/useful_scripts/prepend_python_shebang.sh
functionhttps://github.com/imxiaohui/python_reference/blob/master/useful_scripts/random_string_generator.py
Converting large CSV fileshttps://github.com/rasbt/python_reference/blob/master/useful_scripts/large_csv_to_sqlite.py
Sparsifying a matrixhttps://github.com/rasbt/python_reference/blob/master/useful_scripts/sparsify_matrix.py
back to tophttps://github.com/imxiaohui/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
PyPI - the Python Package Indexhttps://pypi.python.org/pypi
PEP 8https://www.python.org/dev/peps/pep-0008/
PEP 257https://www.python.org/dev/peps/pep-0257/
pep257 - Python style guide checkerhttps://pypi.python.org/pypi/pep257
Python subreddithttp://www.reddit.com/r/Python/
Python community on Google+https://plus.google.com/communities/103393744324769547228
Python Weeklyhttp://www.pythonweekly.com
Learn Python The Hard Wayhttp://learnpythonthehardway.org/book/
Dive Into Pythonhttp://www.diveintopython.net
Dive Into Python 3http://getpython3.com/diveintopython3/
The Hitchhiker’s Guide to Pythonhttp://docs.python-guide.org/en/latest/
Think Python - How to Think Like a Computer Scientisthttp://www.greenteapress.com/thinkpython/
Python Patternshttp://matthiaseisen.com/pp/
The IPython Notebookhttp://ipython.org/notebook.html
matplotlibhttp://matplotlib.org
NumPyhttp://www.numpy.org
SciPyhttp://www.scipy.org
pandashttp://pandas.pydata.org
Cythonhttp://cython.org
Numbahttp://numba.pydata.org
scikit-learnhttp://scikit-learn.org/stable/
Readme https://github.com/imxiaohui/python_reference#readme-ov-file
Please reload this pagehttps://github.com/imxiaohui/python_reference
Activityhttps://github.com/imxiaohui/python_reference/activity
0 starshttps://github.com/imxiaohui/python_reference/stargazers
1 watchinghttps://github.com/imxiaohui/python_reference/watchers
0 forkshttps://github.com/imxiaohui/python_reference/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fimxiaohui%2Fpython_reference&report=imxiaohui+%28user%29
Releaseshttps://github.com/imxiaohui/python_reference/releases
Packages 0https://github.com/users/imxiaohui/packages?repo_name=python_reference
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.