René's URL Explorer Experiment

Title: GitHub - yuechengYin/PythonMachineLearning: Practice and tutorial-style notebooks covering wide variety of machine learning techniques · GitHub

Open Graph Title: GitHub - yuechengYin/PythonMachineLearning: Practice and tutorial-style notebooks covering wide variety of machine learning techniques

X Title: GitHub - yuechengYin/PythonMachineLearning: Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Description: Practice and tutorial-style notebooks covering wide variety of machine learning techniques - yuechengYin/PythonMachineLearning

Open Graph Description: Practice and tutorial-style notebooks covering wide variety of machine learning techniques - yuechengYin/PythonMachineLearning

X Description: Practice and tutorial-style notebooks covering wide variety of machine learning techniques - yuechengYin/PythonMachineLearning

Opengraph URL: https://github.com/yuechengYin/PythonMachineLearning

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:8f2962cf-aadc-4e0b-f8a3-e63686cef29c
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	D7F6:3D61D8:2AFDB1:3BA826:6A58657A
html-safe-nonce	37ae17a94b689d057d5f9a14576bbb3dd4816622fd92eaa1201c673ef701a324
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEN0Y2OjNENjFEODoyQUZEQjE6M0JBODI2OjZBNTg2NTdBIiwidmlzaXRvcl9pZCI6IjM2NjQ2ODQxNDk5MjYwMjg2NjYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	adfcd40966a05bfb6ccb32726891ea53e1544b00aab9e0af9120a6148a81227a
hovercard-subject-tag	repository:117685051
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/yuechengYin/PythonMachineLearning
twitter:image	https://opengraph.githubassets.com/251665084e29bc10809a4c7bec11cfb1bf025f3540e9392bc006dcd386e10e6b/yuechengYin/PythonMachineLearning
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/251665084e29bc10809a4c7bec11cfb1bf025f3540e9392bc006dcd386e10e6b/yuechengYin/PythonMachineLearning
og:image:alt	Practice and tutorial-style notebooks covering wide variety of machine learning techniques - yuechengYin/PythonMachineLearning
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5f2a0c7865178af3d91dd9f13b0cdfc3c73a2529c873d2780bb4c01271a57ec6
turbo-cache-control	no-cache
go-import	github.com/yuechengYin/PythonMachineLearning git https://github.com/yuechengYin/PythonMachineLearning.git
octolytics-dimension-user_id	25575459
octolytics-dimension-user_login	yuechengYin
octolytics-dimension-repository_id	117685051
octolytics-dimension-repository_nwo	yuechengYin/PythonMachineLearning
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	97429942
octolytics-dimension-repository_parent_nwo	tirthajyoti/Machine-Learning-with-Python
octolytics-dimension-repository_network_root_id	97429942
octolytics-dimension-repository_network_root_nwo	tirthajyoti/Machine-Learning-with-Python
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	8aae7b8d6caacacf5c66eaeb2702d8dc88d85b4a
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/yuechengYin/PythonMachineLearning#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FyuechengYin%2FPythonMachineLearning
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%2FyuechengYin%2FPythonMachineLearning
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=yuechengYin%2FPythonMachineLearning
Reload	https://github.com/yuechengYin/PythonMachineLearning
Reload	https://github.com/yuechengYin/PythonMachineLearning
Reload	https://github.com/yuechengYin/PythonMachineLearning
yuechengYin	https://github.com/yuechengYin
PythonMachineLearning	https://github.com/yuechengYin/PythonMachineLearning
tirthajyoti/Machine-Learning-with-Python	https://github.com/tirthajyoti/Machine-Learning-with-Python
Notifications	https://github.com/login?return_to=%2FyuechengYin%2FPythonMachineLearning
Fork 0	https://github.com/login?return_to=%2FyuechengYin%2FPythonMachineLearning
Star 0	https://github.com/login?return_to=%2FyuechengYin%2FPythonMachineLearning
Code	https://github.com/yuechengYin/PythonMachineLearning
Pull requests 0	https://github.com/yuechengYin/PythonMachineLearning/pulls
Actions	https://github.com/yuechengYin/PythonMachineLearning/actions
Projects	https://github.com/yuechengYin/PythonMachineLearning/projects
Wiki	https://github.com/yuechengYin/PythonMachineLearning/wiki
Security and quality 0	https://github.com/yuechengYin/PythonMachineLearning/security
Insights	https://github.com/yuechengYin/PythonMachineLearning/pulse
Code	https://github.com/yuechengYin/PythonMachineLearning
Pull requests	https://github.com/yuechengYin/PythonMachineLearning/pulls
Actions	https://github.com/yuechengYin/PythonMachineLearning/actions
Projects	https://github.com/yuechengYin/PythonMachineLearning/projects
Wiki	https://github.com/yuechengYin/PythonMachineLearning/wiki
Security and quality	https://github.com/yuechengYin/PythonMachineLearning/security
Insights	https://github.com/yuechengYin/PythonMachineLearning/pulse
	https://github.com/yuechengYin/PythonMachineLearning
Branches	https://github.com/yuechengYin/PythonMachineLearning/branches
Tags	https://github.com/yuechengYin/PythonMachineLearning/tags
	https://github.com/yuechengYin/PythonMachineLearning/branches
	https://github.com/yuechengYin/PythonMachineLearning/tags
133 Commits	https://github.com/yuechengYin/PythonMachineLearning/commits/master/
	https://github.com/yuechengYin/PythonMachineLearning/commits/master/
Datasets	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Datasets
Datasets	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Datasets
Function Approximation by Neural Network	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Function%20Approximation%20by%20Neural%20Network
Function Approximation by Neural Network	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Function%20Approximation%20by%20Neural%20Network
Images	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Images
Images	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Images
Pandas and Numpy	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Pandas%20and%20Numpy
Pandas and Numpy	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Pandas%20and%20Numpy
Real Dataset Problems	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Real%20Dataset%20Problems
Real Dataset Problems	https://github.com/yuechengYin/PythonMachineLearning/tree/master/Real%20Dataset%20Problems
.gitignore	https://github.com/yuechengYin/PythonMachineLearning/blob/master/.gitignore
.gitignore	https://github.com/yuechengYin/PythonMachineLearning/blob/master/.gitignore
Affinity_Propagation.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Affinity_Propagation.ipynb
Affinity_Propagation.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Affinity_Propagation.ipynb
DBSCAN Clustering.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/DBSCAN%20Clustering.ipynb
DBSCAN Clustering.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/DBSCAN%20Clustering.ipynb
DecisionTrees_RandomForest_Project_LendingData.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/DecisionTrees_RandomForest_Project_LendingData.ipynb
DecisionTrees_RandomForest_Project_LendingData.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/DecisionTrees_RandomForest_Project_LendingData.ipynb
Hierarchical_Clustering.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Hierarchical_Clustering.ipynb
Hierarchical_Clustering.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Hierarchical_Clustering.ipynb
Interactive ML-1.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Interactive%20ML-1.ipynb
Interactive ML-1.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Interactive%20ML-1.ipynb
Jupyter_Markdown_Primer.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Jupyter_Markdown_Primer.ipynb
Jupyter_Markdown_Primer.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Jupyter_Markdown_Primer.ipynb
KNN_Classifier.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/KNN_Classifier.ipynb
KNN_Classifier.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/KNN_Classifier.ipynb
K_Means_Clustering_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/K_Means_Clustering_Practice.ipynb
K_Means_Clustering_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/K_Means_Clustering_Practice.ipynb
LICENSE	https://github.com/yuechengYin/PythonMachineLearning/blob/master/LICENSE
LICENSE	https://github.com/yuechengYin/PythonMachineLearning/blob/master/LICENSE
Linear_Regression_Methods.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Linear_Regression_Methods.ipynb
Linear_Regression_Methods.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Linear_Regression_Methods.ipynb
Linear_Regression_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Linear_Regression_Practice.ipynb
Linear_Regression_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Linear_Regression_Practice.ipynb
LogisticRegressionTitanic.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/LogisticRegressionTitanic.ipynb
LogisticRegressionTitanic.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/LogisticRegressionTitanic.ipynb
Mean_Shift_Clustering.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Mean_Shift_Clustering.ipynb
Mean_Shift_Clustering.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Mean_Shift_Clustering.ipynb
Multi-variate LASSO regression with CV.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Multi-variate%20LASSO%20regression%20with%20CV.ipynb
Multi-variate LASSO regression with CV.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Multi-variate%20LASSO%20regression%20with%20CV.ipynb
Naive_Bayes_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Naive_Bayes_Practice.ipynb
Naive_Bayes_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Naive_Bayes_Practice.ipynb
Principal Component Analysis.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Principal%20Component%20Analysis.ipynb
Principal Component Analysis.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Principal%20Component%20Analysis.ipynb
README.md	https://github.com/yuechengYin/PythonMachineLearning/blob/master/README.md
README.md	https://github.com/yuechengYin/PythonMachineLearning/blob/master/README.md
Random_Forest_Regression_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Random_Forest_Regression_Practice.ipynb
Random_Forest_Regression_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Random_Forest_Regression_Practice.ipynb
Regularized polynomial regression with linear and random sampling.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Regularized%20polynomial%20regression%20with%20linear%20and%20random%20sampling.ipynb
Regularized polynomial regression with linear and random sampling.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Regularized%20polynomial%20regression%20with%20linear%20and%20random%20sampling.ipynb
Support_Vector_Machine_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Support_Vector_Machine_Practice.ipynb
Support_Vector_Machine_Practice.ipynb	https://github.com/yuechengYin/PythonMachineLearning/blob/master/Support_Vector_Machine_Practice.ipynb
README	https://github.com/yuechengYin/PythonMachineLearning
BSD-2-Clause license	https://github.com/yuechengYin/PythonMachineLearning
	https://github.com/yuechengYin/PythonMachineLearning#python-machine-learning-notebooks
	https://github.com/yuechengYin/PythonMachineLearning#essential-tutorial-type-notebooks-on-pandas-and-numpy
	https://github.com/yuechengYin/PythonMachineLearning#tutorial-type-notebooks-covering-regression-classification-clustering-dimensionality-reduction-and-some-basic-neural-network-algorithms
	https://github.com/yuechengYin/PythonMachineLearning#regression
check the article I wrote on freeCodeCamp	https://medium.freecodecamp.org/data-science-with-python-8-ways-to-do-linear-regression-and-measure-their-speed-b5577d75f8b
check the article I wrote on Towards Data Science	https://towardsdatascience.com/machine-learning-with-python-easy-and-robust-method-to-fit-nonlinear-data-19e8a1ddbd49
	https://github.com/yuechengYin/PythonMachineLearning#classification
	https://github.com/yuechengYin/PythonMachineLearning#clustering
	https://github.com/yuechengYin/PythonMachineLearning#dimensionality-reduction
	https://github.com/yuechengYin/PythonMachineLearning#deep-learningneural-network
	https://github.com/yuechengYin/PythonMachineLearning#basic-interactive-controls-demo
	https://github.com/yuechengYin/PythonMachineLearning#run-jupyter-using-docker
https://github.com/machine-learning-helpers/docker-python-jupyter	https://github.com/machine-learning-helpers/docker-python-jupyter
http://localhost:9000	http://localhost:9000
add me on LinkedIn here	https://www.linkedin.com/in/tirthajyoti-sarkar-2127aa7/
Readme	https://github.com/yuechengYin/PythonMachineLearning#readme-ov-file
BSD-2-Clause license	https://github.com/yuechengYin/PythonMachineLearning#BSD-2-Clause-1-ov-file
Please reload this page	https://github.com/yuechengYin/PythonMachineLearning
Activity	https://github.com/yuechengYin/PythonMachineLearning/activity
0 forks	https://github.com/yuechengYin/PythonMachineLearning/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FyuechengYin%2FPythonMachineLearning&report=yuechengYin+%28user%29
Releases	https://github.com/yuechengYin/PythonMachineLearning/releases
Packages 0	https://github.com/users/yuechengYin/packages?repo_name=PythonMachineLearning
Please reload this page	https://github.com/yuechengYin/PythonMachineLearning
Contributors	https://github.com/yuechengYin/PythonMachineLearning/graphs/contributors
Please reload this page	https://github.com/yuechengYin/PythonMachineLearning
	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.