René's URL Explorer Experiment


Title: GitHub - rjlovespy/Astro-Entity-Classifier: A Tkinter based ML tool that classifies astronomical entities as Galaxy, Star, and Quasar · GitHub

Open Graph Title: GitHub - rjlovespy/Astro-Entity-Classifier: A Tkinter based ML tool that classifies astronomical entities as Galaxy, Star, and Quasar

X Title: GitHub - rjlovespy/Astro-Entity-Classifier: A Tkinter based ML tool that classifies astronomical entities as Galaxy, Star, and Quasar

Description: A Tkinter based ML tool that classifies astronomical entities as Galaxy, Star, and Quasar - rjlovespy/Astro-Entity-Classifier

Open Graph Description: A Tkinter based ML tool that classifies astronomical entities as Galaxy, Star, and Quasar - rjlovespy/Astro-Entity-Classifier

X Description: A Tkinter based ML tool that classifies astronomical entities as Galaxy, Star, and Quasar - rjlovespy/Astro-Entity-Classifier

Opengraph URL: https://github.com/rjlovespy/Astro-Entity-Classifier

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:4bfb5e04-50da-47a0-2198-41cbff8e26b9
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id9662:73975:16B552B:1F774D2:6A4C0A79
html-safe-nonceb6982003dd06e3632dc9008a45033a60b6dc96fdc865a9cf1bc04638bbc95571
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5NjYyOjczOTc1OjE2QjU1MkI6MUY3NzREMjo2QTRDMEE3OSIsInZpc2l0b3JfaWQiOiIyNjU4NzUyNzE2OTk4NDQ1Njg5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmacd6bb42dcb7e4b5faa63c6ba33c37454e0c146ba4c5383b16888311275da377db
hovercard-subject-tagrepository:882574509
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/rjlovespy/Astro-Entity-Classifier
twitter:imagehttps://opengraph.githubassets.com/1361cacad3531b08242fcb75684eac65c1e8a331f3d099e2aa1d915780633fa2/rjlovespy/Astro-Entity-Classifier
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/1361cacad3531b08242fcb75684eac65c1e8a331f3d099e2aa1d915780633fa2/rjlovespy/Astro-Entity-Classifier
og:image:altA Tkinter based ML tool that classifies astronomical entities as Galaxy, Star, and Quasar - rjlovespy/Astro-Entity-Classifier
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None940b0dbb4d0fe72558ee760b2ff0f25a504383fdfe404f3a7691ec853b8dc17f
turbo-cache-controlno-cache
go-importgithub.com/rjlovespy/Astro-Entity-Classifier git https://github.com/rjlovespy/Astro-Entity-Classifier.git
octolytics-dimension-user_id88657690
octolytics-dimension-user_loginrjlovespy
octolytics-dimension-repository_id882574509
octolytics-dimension-repository_nworjlovespy/Astro-Entity-Classifier
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id882574509
octolytics-dimension-repository_network_root_nworjlovespy/Astro-Entity-Classifier
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
releaseb0267d17ea43e55446153a7e2c60bb6ac3cffd6b
ui-targetcanary-2
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/rjlovespy/Astro-Entity-Classifier#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Frjlovespy%2FAstro-Entity-Classifier
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
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%2Frjlovespy%2FAstro-Entity-Classifier
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=rjlovespy%2FAstro-Entity-Classifier
Reloadhttps://github.com/rjlovespy/Astro-Entity-Classifier
Reloadhttps://github.com/rjlovespy/Astro-Entity-Classifier
Reloadhttps://github.com/rjlovespy/Astro-Entity-Classifier
rjlovespy https://github.com/rjlovespy
Astro-Entity-Classifierhttps://github.com/rjlovespy/Astro-Entity-Classifier
Notifications https://github.com/login?return_to=%2Frjlovespy%2FAstro-Entity-Classifier
Fork 1 https://github.com/login?return_to=%2Frjlovespy%2FAstro-Entity-Classifier
Star 3 https://github.com/login?return_to=%2Frjlovespy%2FAstro-Entity-Classifier
Code https://github.com/rjlovespy/Astro-Entity-Classifier
Issues 0 https://github.com/rjlovespy/Astro-Entity-Classifier/issues
Pull requests 0 https://github.com/rjlovespy/Astro-Entity-Classifier/pulls
Discussions https://github.com/rjlovespy/Astro-Entity-Classifier/discussions
Actions https://github.com/rjlovespy/Astro-Entity-Classifier/actions
Projects https://github.com/rjlovespy/Astro-Entity-Classifier/projects
Security and quality 0 https://github.com/rjlovespy/Astro-Entity-Classifier/security
Insights https://github.com/rjlovespy/Astro-Entity-Classifier/pulse
Code https://github.com/rjlovespy/Astro-Entity-Classifier
Issues https://github.com/rjlovespy/Astro-Entity-Classifier/issues
Pull requests https://github.com/rjlovespy/Astro-Entity-Classifier/pulls
Discussions https://github.com/rjlovespy/Astro-Entity-Classifier/discussions
Actions https://github.com/rjlovespy/Astro-Entity-Classifier/actions
Projects https://github.com/rjlovespy/Astro-Entity-Classifier/projects
Security and quality https://github.com/rjlovespy/Astro-Entity-Classifier/security
Insights https://github.com/rjlovespy/Astro-Entity-Classifier/pulse
https://github.com/rjlovespy/Astro-Entity-Classifier
Brancheshttps://github.com/rjlovespy/Astro-Entity-Classifier/branches
Tagshttps://github.com/rjlovespy/Astro-Entity-Classifier/tags
https://github.com/rjlovespy/Astro-Entity-Classifier/branches
https://github.com/rjlovespy/Astro-Entity-Classifier/tags
25 Commitshttps://github.com/rjlovespy/Astro-Entity-Classifier/commits/main/
https://github.com/rjlovespy/Astro-Entity-Classifier/commits/main/
Training Confusion Matrixhttps://github.com/rjlovespy/Astro-Entity-Classifier/tree/main/Training%20Confusion%20Matrix
Training Confusion Matrixhttps://github.com/rjlovespy/Astro-Entity-Classifier/tree/main/Training%20Confusion%20Matrix
build/exe.win-amd64-3.12https://github.com/rjlovespy/Astro-Entity-Classifier/tree/main/build/exe.win-amd64-3.12
build/exe.win-amd64-3.12https://github.com/rjlovespy/Astro-Entity-Classifier/tree/main/build/exe.win-amd64-3.12
.gitattributeshttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/.gitattributes
.gitattributeshttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/.gitattributes
Astro_Entity_Classifier.ipynbhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Astro_Entity_Classifier.ipynb
Astro_Entity_Classifier.ipynbhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Astro_Entity_Classifier.ipynb
Astro_Entity_Classifier.pnghttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Astro_Entity_Classifier.png
Astro_Entity_Classifier.pnghttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Astro_Entity_Classifier.png
Astro_Entity_Classifier.pyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Astro_Entity_Classifier.py
Astro_Entity_Classifier.pyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Astro_Entity_Classifier.py
Git_LFS_Commands.txthttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Git_LFS_Commands.txt
Git_LFS_Commands.txthttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Git_LFS_Commands.txt
LICENSE.mdhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/LICENSE.md
LICENSE.mdhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/LICENSE.md
Model.joblibhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Model.joblib
Model.joblibhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Model.joblib
Outliers.pyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Outliers.py
Outliers.pyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/Outliers.py
README.mdhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/README.md
README.mdhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/README.md
SDSS_DR17.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/SDSS_DR17.csv
SDSS_DR17.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/SDSS_DR17.csv
SDSS_DR18-SDSS_DR17.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/SDSS_DR18-SDSS_DR17.csv
SDSS_DR18-SDSS_DR17.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/SDSS_DR18-SDSS_DR17.csv
SDSS_DR18.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/SDSS_DR18.csv
SDSS_DR18.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/SDSS_DR18.csv
astro_entity.icohttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/astro_entity.ico
astro_entity.icohttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/astro_entity.ico
inlier_index.npyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/inlier_index.npy
inlier_index.npyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/inlier_index.npy
model_usage.ipynbhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/model_usage.ipynb
model_usage.ipynbhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/model_usage.ipynb
pip_commands.txthttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/pip_commands.txt
pip_commands.txthttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/pip_commands.txt
pre_processable_dataset.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/pre_processable_dataset.csv
pre_processable_dataset.csvhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/pre_processable_dataset.csv
pre_processor.joblibhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/pre_processor.joblib
pre_processor.joblibhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/pre_processor.joblib
setup.pyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/setup.py
setup.pyhttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/setup.py
test_confusion_matrix_Bagging_Classifier.pnghttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/test_confusion_matrix_Bagging_Classifier.png
test_confusion_matrix_Bagging_Classifier.pnghttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/test_confusion_matrix_Bagging_Classifier.png
training_confusion_matrix_Bagging_Classifier.pnghttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/training_confusion_matrix_Bagging_Classifier.png
training_confusion_matrix_Bagging_Classifier.pnghttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/training_confusion_matrix_Bagging_Classifier.png
tried_models.txthttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/tried_models.txt
tried_models.txthttps://github.com/rjlovespy/Astro-Entity-Classifier/blob/main/tried_models.txt
READMEhttps://github.com/rjlovespy/Astro-Entity-Classifier
Licensehttps://github.com/rjlovespy/Astro-Entity-Classifier
https://github.com/rjlovespy/Astro-Entity-Classifier#astro-entity-classifier
https://github.com/rjlovespy/Astro-Entity-Classifier#overview
Pythonhttps://www.python.org/downloads/release/python-3125/
Tkinterhttps://docs.python.org/3/library/tkinter.html
https://github.com/rjlovespy/Astro-Entity-Classifier#features
Tkinterhttps://docs.python.org/3/library/tkinter.html
Bagging Classifierhttps://scikit-learn.org/1.5/modules/generated/sklearn.ensemble.BaggingClassifier.html
cx_Freezehttps://cx-freeze.readthedocs.io/en/stable/
https://github.com/rjlovespy/Astro-Entity-Classifier#installation
https://github.com/rjlovespy/Astro-Entity-Classifier#usage
https://github.com/rjlovespy/Astro-Entity-Classifier#development
Rishikesh G. Jhahttps://github.com/rjlovespy
Abhishek G. Jhahttps://github.com/govind663
SDSS DR17 via kagglehttps://www.kaggle.com/datasets/fedesoriano/stellar-classification-dataset-sdss17
https://github.com/rjlovespy/Astro-Entity-Classifier#license
CC BY-NC 4.0https://github.com/rjlovespy/Astro-Entity-Classifier?tab=License-1-ov-file#readme
https://github.com/rjlovespy/Astro-Entity-Classifier#acknowledgments
Sloan Digital Sky Survey (SDSS)https://www.sdss4.org/science/image-gallery/
Scikit-learnhttps://scikit-learn.org/stable/
Tkinterhttps://docs.python.org/3/library/tkinter.html
cx_Freezehttps://cx-freeze.readthedocs.io/en/stable/
python https://github.com/topics/python
machine-learning https://github.com/topics/machine-learning
astronomy https://github.com/topics/astronomy
numpy https://github.com/topics/numpy
scikit-learn https://github.com/topics/scikit-learn
pandas https://github.com/topics/pandas
astrophysics https://github.com/topics/astrophysics
matplotlib https://github.com/topics/matplotlib
redshift https://github.com/topics/redshift
classification-algorithm https://github.com/topics/classification-algorithm
supervised-machine-learning https://github.com/topics/supervised-machine-learning
cx-freeze https://github.com/topics/cx-freeze
tkinter-gui https://github.com/topics/tkinter-gui
celestial-coordinates https://github.com/topics/celestial-coordinates
py-to-exe https://github.com/topics/py-to-exe
bagging-classifier https://github.com/topics/bagging-classifier
galaxy-star-quasar-identifier https://github.com/topics/galaxy-star-quasar-identifier
photometric-color-indices https://github.com/topics/photometric-color-indices
sloan-digital-sky-survey-dr17 https://github.com/topics/sloan-digital-sky-survey-dr17
Readme https://github.com/rjlovespy/Astro-Entity-Classifier#readme-ov-file
View license https://github.com/rjlovespy/Astro-Entity-Classifier#License-1-ov-file
Please reload this pagehttps://github.com/rjlovespy/Astro-Entity-Classifier
Activityhttps://github.com/rjlovespy/Astro-Entity-Classifier/activity
1 forkhttps://github.com/rjlovespy/Astro-Entity-Classifier/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Frjlovespy%2FAstro-Entity-Classifier&report=rjlovespy+%28user%29
Releaseshttps://github.com/rjlovespy/Astro-Entity-Classifier/releases
Packages 0https://github.com/users/rjlovespy/packages?repo_name=Astro-Entity-Classifier
Please reload this pagehttps://github.com/rjlovespy/Astro-Entity-Classifier
Please reload this pagehttps://github.com/rjlovespy/Astro-Entity-Classifier
Contributorshttps://github.com/rjlovespy/Astro-Entity-Classifier/graphs/contributors
Please reload this pagehttps://github.com/rjlovespy/Astro-Entity-Classifier
Jupyter Notebook 44.0% https://github.com/rjlovespy/Astro-Entity-Classifier/search?l=jupyter-notebook
Cython 22.9% https://github.com/rjlovespy/Astro-Entity-Classifier/search?l=cython
Tcl 14.0% https://github.com/rjlovespy/Astro-Entity-Classifier/search?l=tcl
Python 10.6% https://github.com/rjlovespy/Astro-Entity-Classifier/search?l=python
C++ 4.4% https://github.com/rjlovespy/Astro-Entity-Classifier/search?l=c%2B%2B
C 3.2% https://github.com/rjlovespy/Astro-Entity-Classifier/search?l=c
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.