René's URL Explorer Experiment


Title: GitHub - lucasimi/tda-mapper-python: A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis

Open Graph Title: GitHub - lucasimi/tda-mapper-python: A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis

X Title: GitHub - lucasimi/tda-mapper-python: A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis

Description: A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis - lucasimi/tda-mapper-python

Open Graph Description: A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis - lucasimi/tda-mapper-python

X Description: A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis - lucasimi/tda-mapper-python

Opengraph URL: https://github.com/lucasimi/tda-mapper-python

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:4139a734-ad68-d58a-ab45-5f188be13918
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idCEF8:28FABF:4088984:54F5D9B:698C5338
html-safe-nonceee46fa8f75a01d3ed93e01fcb32a384f5f97c3fe4a1b24fe2f35483fc2b3f6ca
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDRUY4OjI4RkFCRjo0MDg4OTg0OjU0RjVEOUI6Njk4QzUzMzgiLCJ2aXNpdG9yX2lkIjoiNDE5NTQwOTg5MTQyNTAxNDU4NCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacec3dab6d16412b0d1ef4fffa891a2cfc4b5f4d8d0d90127ed3c1a6a086539385
hovercard-subject-tagrepository:545083679
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/lucasimi/tda-mapper-python
twitter:imagehttps://opengraph.githubassets.com/1153bda4e6e7e75687cd120414052d606d56ffd46138757862c7cf6e0cf918b0/lucasimi/tda-mapper-python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/1153bda4e6e7e75687cd120414052d606d56ffd46138757862c7cf6e0cf918b0/lucasimi/tda-mapper-python
og:image:altA simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis - lucasimi/tda-mapper-python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/lucasimi/tda-mapper-python git https://github.com/lucasimi/tda-mapper-python.git
octolytics-dimension-user_id45110399
octolytics-dimension-user_loginlucasimi
octolytics-dimension-repository_id545083679
octolytics-dimension-repository_nwolucasimi/tda-mapper-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id545083679
octolytics-dimension-repository_network_root_nwolucasimi/tda-mapper-python
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
release3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/lucasimi/tda-mapper-python#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Flucasimi%2Ftda-mapper-python
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%2Flucasimi%2Ftda-mapper-python
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=lucasimi%2Ftda-mapper-python
Reloadhttps://github.com/lucasimi/tda-mapper-python
Reloadhttps://github.com/lucasimi/tda-mapper-python
Reloadhttps://github.com/lucasimi/tda-mapper-python
lucasimi https://github.com/lucasimi
tda-mapper-pythonhttps://github.com/lucasimi/tda-mapper-python
Notifications https://github.com/login?return_to=%2Flucasimi%2Ftda-mapper-python
Fork 6 https://github.com/login?return_to=%2Flucasimi%2Ftda-mapper-python
Star 17 https://github.com/login?return_to=%2Flucasimi%2Ftda-mapper-python
tda-mapper.readthedocs.io/en/main/https://tda-mapper.readthedocs.io/en/main/
Apache-2.0 license https://github.com/lucasimi/tda-mapper-python/blob/main/LICENSE
17 stars https://github.com/lucasimi/tda-mapper-python/stargazers
6 forks https://github.com/lucasimi/tda-mapper-python/forks
Branches https://github.com/lucasimi/tda-mapper-python/branches
Tags https://github.com/lucasimi/tda-mapper-python/tags
Activity https://github.com/lucasimi/tda-mapper-python/activity
Star https://github.com/login?return_to=%2Flucasimi%2Ftda-mapper-python
Notifications https://github.com/login?return_to=%2Flucasimi%2Ftda-mapper-python
Code https://github.com/lucasimi/tda-mapper-python
Issues 9 https://github.com/lucasimi/tda-mapper-python/issues
Pull requests 0 https://github.com/lucasimi/tda-mapper-python/pulls
Actions https://github.com/lucasimi/tda-mapper-python/actions
Projects 0 https://github.com/lucasimi/tda-mapper-python/projects
Security 0 https://github.com/lucasimi/tda-mapper-python/security
Insights https://github.com/lucasimi/tda-mapper-python/pulse
Code https://github.com/lucasimi/tda-mapper-python
Issues https://github.com/lucasimi/tda-mapper-python/issues
Pull requests https://github.com/lucasimi/tda-mapper-python/pulls
Actions https://github.com/lucasimi/tda-mapper-python/actions
Projects https://github.com/lucasimi/tda-mapper-python/projects
Security https://github.com/lucasimi/tda-mapper-python/security
Insights https://github.com/lucasimi/tda-mapper-python/pulse
Brancheshttps://github.com/lucasimi/tda-mapper-python/branches
Tagshttps://github.com/lucasimi/tda-mapper-python/tags
https://github.com/lucasimi/tda-mapper-python/branches
https://github.com/lucasimi/tda-mapper-python/tags
1,010 Commitshttps://github.com/lucasimi/tda-mapper-python/commits/main/
https://github.com/lucasimi/tda-mapper-python/commits/main/
.githubhttps://github.com/lucasimi/tda-mapper-python/tree/main/.github
.githubhttps://github.com/lucasimi/tda-mapper-python/tree/main/.github
apphttps://github.com/lucasimi/tda-mapper-python/tree/main/app
apphttps://github.com/lucasimi/tda-mapper-python/tree/main/app
benchmarkshttps://github.com/lucasimi/tda-mapper-python/tree/main/benchmarks
benchmarkshttps://github.com/lucasimi/tda-mapper-python/tree/main/benchmarks
docshttps://github.com/lucasimi/tda-mapper-python/tree/main/docs
docshttps://github.com/lucasimi/tda-mapper-python/tree/main/docs
resourceshttps://github.com/lucasimi/tda-mapper-python/tree/main/resources
resourceshttps://github.com/lucasimi/tda-mapper-python/tree/main/resources
src/tdamapperhttps://github.com/lucasimi/tda-mapper-python/tree/main/src/tdamapper
src/tdamapperhttps://github.com/lucasimi/tda-mapper-python/tree/main/src/tdamapper
testshttps://github.com/lucasimi/tda-mapper-python/tree/main/tests
testshttps://github.com/lucasimi/tda-mapper-python/tree/main/tests
.flake8https://github.com/lucasimi/tda-mapper-python/blob/main/.flake8
.flake8https://github.com/lucasimi/tda-mapper-python/blob/main/.flake8
.gitignorehttps://github.com/lucasimi/tda-mapper-python/blob/main/.gitignore
.gitignorehttps://github.com/lucasimi/tda-mapper-python/blob/main/.gitignore
.readthedocs.ymlhttps://github.com/lucasimi/tda-mapper-python/blob/main/.readthedocs.yml
.readthedocs.ymlhttps://github.com/lucasimi/tda-mapper-python/blob/main/.readthedocs.yml
.zenodo.jsonhttps://github.com/lucasimi/tda-mapper-python/blob/main/.zenodo.json
.zenodo.jsonhttps://github.com/lucasimi/tda-mapper-python/blob/main/.zenodo.json
CODE_OF_CONDUCT.mdhttps://github.com/lucasimi/tda-mapper-python/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.mdhttps://github.com/lucasimi/tda-mapper-python/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.mdhttps://github.com/lucasimi/tda-mapper-python/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/lucasimi/tda-mapper-python/blob/main/CONTRIBUTING.md
LICENSEhttps://github.com/lucasimi/tda-mapper-python/blob/main/LICENSE
LICENSEhttps://github.com/lucasimi/tda-mapper-python/blob/main/LICENSE
Makefilehttps://github.com/lucasimi/tda-mapper-python/blob/main/Makefile
Makefilehttps://github.com/lucasimi/tda-mapper-python/blob/main/Makefile
README.mdhttps://github.com/lucasimi/tda-mapper-python/blob/main/README.md
README.mdhttps://github.com/lucasimi/tda-mapper-python/blob/main/README.md
pyproject.tomlhttps://github.com/lucasimi/tda-mapper-python/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/lucasimi/tda-mapper-python/blob/main/pyproject.toml
READMEhttps://github.com/lucasimi/tda-mapper-python
Code of conducthttps://github.com/lucasimi/tda-mapper-python
Contributinghttps://github.com/lucasimi/tda-mapper-python
Apache-2.0 licensehttps://github.com/lucasimi/tda-mapper-python
https://github.com/lucasimi/tda-mapper-python/raw/main/docs/source/logos/tda-mapper-logo-horizontal.png
https://www.repostatus.org/#active
https://pypi.python.org/pypi/tda-mapper
https://pypi.python.org/pypi/tda-mapper
https://codecov.io/github/lucasimi/tda-mapper-python
https://github.com/lucasimi/tda-mapper-python/actions/workflows/test-unit.yml
https://github.com/lucasimi/tda-mapper-python/actions/workflows/publish-pypi.yml
https://tda-mapper.readthedocs.io/en/main/
https://doi.org/10.5281/zenodo.10642381
https://github.com/lucasimi/tda-mapper-python#tda-mapper
documentationhttps://tda-mapper.readthedocs.io/en/main/
paperhttps://openreview.net/pdf?id=lTX4bYREAZ
https://github.com/lucasimi/tda-mapper-python#core-features
https://github.com/lucasimi/tda-mapper-python#background
the original paperhttps://research.math.osu.edu/tgda/mapperPBG.pdf
https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_1.png
https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_2.png
https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_3.png
https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_4.png
https://github.com/lucasimi/tda-mapper-python#quick-start
https://github.com/lucasimi/tda-mapper-python#installation
https://github.com/lucasimi/tda-mapper-python#how-to-use
https://github.com/lucasimi/tda-mapper-python/raw/main/resources/circles_dataset_v2.png
https://github.com/lucasimi/tda-mapper-python/raw/main/resources/circles_mean_v2.png
documentationhttps://tda-mapper.readthedocs.io/en/main/examples.html
https://github.com/lucasimi/tda-mapper-python#interactive-app
our live demohttps://tda-mapper-app.up.railway.app/
https://github.com/lucasimi/tda-mapper-python/raw/main/resources/tda-mapper-app.png
https://github.com/lucasimi/tda-mapper-python#citations
libraryhttps://doi.org/10.5281/zenodo.10642381
paperhttps://openreview.net/pdf?id=lTX4bYREAZ
documentationhttps://tda-mapper.readthedocs.io/en/main/#citations
tda-mapper.readthedocs.io/en/main/https://tda-mapper.readthedocs.io/en/main/
topology https://github.com/topics/topology
mapper https://github.com/topics/mapper
topological-data-analysis https://github.com/topics/topological-data-analysis
tda https://github.com/topics/tda
mapper-algorithm https://github.com/topics/mapper-algorithm
topology-visualization https://github.com/topics/topology-visualization
topological-machine-learning https://github.com/topics/topological-machine-learning
Readme https://github.com/lucasimi/tda-mapper-python#readme-ov-file
Apache-2.0 license https://github.com/lucasimi/tda-mapper-python#Apache-2.0-1-ov-file
Code of conduct https://github.com/lucasimi/tda-mapper-python#coc-ov-file
Contributing https://github.com/lucasimi/tda-mapper-python#contributing-ov-file
Please reload this pagehttps://github.com/lucasimi/tda-mapper-python
Activityhttps://github.com/lucasimi/tda-mapper-python/activity
17 starshttps://github.com/lucasimi/tda-mapper-python/stargazers
3 watchinghttps://github.com/lucasimi/tda-mapper-python/watchers
6 forkshttps://github.com/lucasimi/tda-mapper-python/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flucasimi%2Ftda-mapper-python&report=lucasimi+%28user%29
Releases 20https://github.com/lucasimi/tda-mapper-python/releases
v0.12.0 Latest Jun 19, 2025 https://github.com/lucasimi/tda-mapper-python/releases/tag/v0.12.0
+ 19 releaseshttps://github.com/lucasimi/tda-mapper-python/releases
Packages 0https://github.com/users/lucasimi/packages?repo_name=tda-mapper-python
Please reload this pagehttps://github.com/lucasimi/tda-mapper-python
Python 99.8% https://github.com/lucasimi/tda-mapper-python/search?l=python
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.