René's URL Explorer Experiment


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

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

X Title: GitHub - nanduriprabhakar/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 - nanduriprabhakar/PythonMachineLearning

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

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

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

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:20362cf3-7339-593a-c81b-a629543ac282
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA60E:23F0C1:95428F:CCC4B8:6A57E26E
html-safe-nonce4e4ea0fd77f8ed52434491408787e758ba5cf93b25c9f90b18cd2e0751e478f7
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNjBFOjIzRjBDMTo5NTQyOEY6Q0NDNEI4OjZBNTdFMjZFIiwidmlzaXRvcl9pZCI6IjY4ODQ4MzE2NzUzMjkwMTIzMzQiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac692074f30d46b4ed7be6e98cf1a2f74201f8b80b0699b9e6b8990360df928da1
hovercard-subject-tagrepository:116411139
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/nanduriprabhakar/PythonMachineLearning
twitter:imagehttps://opengraph.githubassets.com/a1a2f33afcae8f098ea943aba992a19e94dc4c4aede09d0c01c85f712a1cac4a/nanduriprabhakar/PythonMachineLearning
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/a1a2f33afcae8f098ea943aba992a19e94dc4c4aede09d0c01c85f712a1cac4a/nanduriprabhakar/PythonMachineLearning
og:image:altPractice and tutorial-style notebooks covering wide variety of machine learning techniques - nanduriprabhakar/PythonMachineLearning
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None837767abbd14b05f219fd812ef2842c659968b63619e1b966dded83972ab5bca
turbo-cache-controlno-cache
go-importgithub.com/nanduriprabhakar/PythonMachineLearning git https://github.com/nanduriprabhakar/PythonMachineLearning.git
octolytics-dimension-user_id16772261
octolytics-dimension-user_loginnanduriprabhakar
octolytics-dimension-repository_id116411139
octolytics-dimension-repository_nwonanduriprabhakar/PythonMachineLearning
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id97429942
octolytics-dimension-repository_parent_nwotirthajyoti/Machine-Learning-with-Python
octolytics-dimension-repository_network_root_id97429942
octolytics-dimension-repository_network_root_nwotirthajyoti/Machine-Learning-with-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
release36b9c371e4e031091f1b89adf913d9e6993943df
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/nanduriprabhakar/PythonMachineLearning#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnanduriprabhakar%2FPythonMachineLearning
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/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/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/enterprise/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%2Fnanduriprabhakar%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=nanduriprabhakar%2FPythonMachineLearning
Reloadhttps://github.com/nanduriprabhakar/PythonMachineLearning
Reloadhttps://github.com/nanduriprabhakar/PythonMachineLearning
Reloadhttps://github.com/nanduriprabhakar/PythonMachineLearning
nanduriprabhakar https://github.com/nanduriprabhakar
PythonMachineLearninghttps://github.com/nanduriprabhakar/PythonMachineLearning
tirthajyoti/Machine-Learning-with-Pythonhttps://github.com/tirthajyoti/Machine-Learning-with-Python
Notifications https://github.com/login?return_to=%2Fnanduriprabhakar%2FPythonMachineLearning
Fork 0 https://github.com/login?return_to=%2Fnanduriprabhakar%2FPythonMachineLearning
Star 0 https://github.com/login?return_to=%2Fnanduriprabhakar%2FPythonMachineLearning
Code https://github.com/nanduriprabhakar/PythonMachineLearning
Pull requests 0 https://github.com/nanduriprabhakar/PythonMachineLearning/pulls
Actions https://github.com/nanduriprabhakar/PythonMachineLearning/actions
Projects https://github.com/nanduriprabhakar/PythonMachineLearning/projects
Wiki https://github.com/nanduriprabhakar/PythonMachineLearning/wiki
Security and quality 0 https://github.com/nanduriprabhakar/PythonMachineLearning/security
Insights https://github.com/nanduriprabhakar/PythonMachineLearning/pulse
Code https://github.com/nanduriprabhakar/PythonMachineLearning
Pull requests https://github.com/nanduriprabhakar/PythonMachineLearning/pulls
Actions https://github.com/nanduriprabhakar/PythonMachineLearning/actions
Projects https://github.com/nanduriprabhakar/PythonMachineLearning/projects
Wiki https://github.com/nanduriprabhakar/PythonMachineLearning/wiki
Security and quality https://github.com/nanduriprabhakar/PythonMachineLearning/security
Insights https://github.com/nanduriprabhakar/PythonMachineLearning/pulse
https://github.com/nanduriprabhakar/PythonMachineLearning
Brancheshttps://github.com/nanduriprabhakar/PythonMachineLearning/branches
Tagshttps://github.com/nanduriprabhakar/PythonMachineLearning/tags
https://github.com/nanduriprabhakar/PythonMachineLearning/branches
https://github.com/nanduriprabhakar/PythonMachineLearning/tags
84 Commitshttps://github.com/nanduriprabhakar/PythonMachineLearning/commits/master/
https://github.com/nanduriprabhakar/PythonMachineLearning/commits/master/
Datasetshttps://github.com/nanduriprabhakar/PythonMachineLearning/tree/master/Datasets
Datasetshttps://github.com/nanduriprabhakar/PythonMachineLearning/tree/master/Datasets
Function Approximation by Neural Networkhttps://github.com/nanduriprabhakar/PythonMachineLearning/tree/master/Function%20Approximation%20by%20Neural%20Network
Function Approximation by Neural Networkhttps://github.com/nanduriprabhakar/PythonMachineLearning/tree/master/Function%20Approximation%20by%20Neural%20Network
Pandas and Numpyhttps://github.com/nanduriprabhakar/PythonMachineLearning/tree/master/Pandas%20and%20Numpy
Pandas and Numpyhttps://github.com/nanduriprabhakar/PythonMachineLearning/tree/master/Pandas%20and%20Numpy
.gitignorehttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/.gitignore
.gitignorehttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/.gitignore
DecisionTrees_RandomForest_Project_LendingData.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/DecisionTrees_RandomForest_Project_LendingData.ipynb
DecisionTrees_RandomForest_Project_LendingData.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/DecisionTrees_RandomForest_Project_LendingData.ipynb
Interactive ML-1.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Interactive%20ML-1.ipynb
Interactive ML-1.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Interactive%20ML-1.ipynb
KNN_Classifier.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/KNN_Classifier.ipynb
KNN_Classifier.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/KNN_Classifier.ipynb
K_Means_Clustering_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/K_Means_Clustering_Practice.ipynb
K_Means_Clustering_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/K_Means_Clustering_Practice.ipynb
LICENSEhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/LICENSE
LICENSEhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/LICENSE
Linear_Regression_Methods.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Linear_Regression_Methods.ipynb
Linear_Regression_Methods.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Linear_Regression_Methods.ipynb
Linear_Regression_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Linear_Regression_Practice.ipynb
Linear_Regression_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Linear_Regression_Practice.ipynb
LogisticRegressionTitanic.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/LogisticRegressionTitanic.ipynb
LogisticRegressionTitanic.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/LogisticRegressionTitanic.ipynb
Multi-variate LASSO regression with CV.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Multi-variate%20LASSO%20regression%20with%20CV.ipynb
Multi-variate LASSO regression with CV.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Multi-variate%20LASSO%20regression%20with%20CV.ipynb
README.mdhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/README.md
README.mdhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/README.md
Random_Forest_Regression_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Random_Forest_Regression_Practice.ipynb
Random_Forest_Regression_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Random_Forest_Regression_Practice.ipynb
Regularized polynomial regression with linear and random sampling.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Regularized%20polynomial%20regression%20with%20linear%20and%20random%20sampling.ipynb
Regularized polynomial regression with linear and random sampling.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Regularized%20polynomial%20regression%20with%20linear%20and%20random%20sampling.ipynb
Support_Vector_Machine_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Support_Vector_Machine_Practice.ipynb
Support_Vector_Machine_Practice.ipynbhttps://github.com/nanduriprabhakar/PythonMachineLearning/blob/master/Support_Vector_Machine_Practice.ipynb
READMEhttps://github.com/nanduriprabhakar/PythonMachineLearning
BSD-2-Clause licensehttps://github.com/nanduriprabhakar/PythonMachineLearning
https://github.com/nanduriprabhakar/PythonMachineLearning#python-machine-learning-notebooks
https://github.com/nanduriprabhakar/PythonMachineLearning#essential-tutorial-type-notebooks-on-pandas-and-numpy
https://github.com/nanduriprabhakar/PythonMachineLearning#tutorial-type-notebooks-covering-regression-classification-clustering-and-some-basic-neural-network-algorithms
check the article I wrote on freeCodeCamphttps://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 Sciencehttps://towardsdatascience.com/machine-learning-with-python-easy-and-robust-method-to-fit-nonlinear-data-19e8a1ddbd49
https://github.com/nanduriprabhakar/PythonMachineLearning#function-approximation-by-linear-model-and-deep-learning-method
https://github.com/nanduriprabhakar/PythonMachineLearning#basic-interactive-controls-demo
add me on LinkedIn herehttps://www.linkedin.com/in/tirthajyoti-sarkar-2127aa7/
Readme https://github.com/nanduriprabhakar/PythonMachineLearning#readme-ov-file
BSD-2-Clause license https://github.com/nanduriprabhakar/PythonMachineLearning#BSD-2-Clause-1-ov-file
Please reload this pagehttps://github.com/nanduriprabhakar/PythonMachineLearning
Activityhttps://github.com/nanduriprabhakar/PythonMachineLearning/activity
0 forkshttps://github.com/nanduriprabhakar/PythonMachineLearning/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fnanduriprabhakar%2FPythonMachineLearning&report=nanduriprabhakar+%28user%29
Releaseshttps://github.com/nanduriprabhakar/PythonMachineLearning/releases
Packages 0https://github.com/users/nanduriprabhakar/packages?repo_name=PythonMachineLearning
Please reload this pagehttps://github.com/nanduriprabhakar/PythonMachineLearning
Contributorshttps://github.com/nanduriprabhakar/PythonMachineLearning/graphs/contributors
Please reload this pagehttps://github.com/nanduriprabhakar/PythonMachineLearning
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.