René's URL Explorer Experiment


Title: GitHub - jmapost/content: Official content for Harvard CS109

Open Graph Title: GitHub - jmapost/content: Official content for Harvard CS109

X Title: GitHub - jmapost/content: Official content for Harvard CS109

Description: Official content for Harvard CS109. Contribute to jmapost/content development by creating an account on GitHub.

Open Graph Description: Official content for Harvard CS109. Contribute to jmapost/content development by creating an account on GitHub.

X Description: Official content for Harvard CS109. Contribute to jmapost/content development by creating an account on GitHub.

Opengraph URL: https://github.com/jmapost/content

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:fc2101fe-2148-1bdc-103e-b4a7e46cc7a5
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE1EA:37FA71:12B976B:17FD3EC:697F9DB0
html-safe-nonce58e0e45a1cbf670cf31a47958fe3026d2316d915c38f119e0398541022efc0c8
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMUVBOjM3RkE3MToxMkI5NzZCOjE3RkQzRUM6Njk3RjlEQjAiLCJ2aXNpdG9yX2lkIjoiNzkxNTc0NDM1NjAyMjA2NjYwOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacf590b6693544c4943c14628849e163291811210298e89c31ceae4c40890a994a
hovercard-subject-tagrepository:54433881
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/jmapost/content
twitter:imagehttps://opengraph.githubassets.com/d41bc6f2ca70844dbb53f9562b9ea57f5beac0b00f47d8e3531100f850ddac15/jmapost/content
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/d41bc6f2ca70844dbb53f9562b9ea57f5beac0b00f47d8e3531100f850ddac15/jmapost/content
og:image:altOfficial content for Harvard CS109. Contribute to jmapost/content development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None60279d4097367e16897439d16d6bbe4180663db828c666eeed2656988ffe59f6
turbo-cache-controlno-preview
go-importgithub.com/jmapost/content git https://github.com/jmapost/content.git
octolytics-dimension-user_id16948103
octolytics-dimension-user_loginjmapost
octolytics-dimension-repository_id54433881
octolytics-dimension-repository_nwojmapost/content
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id12310747
octolytics-dimension-repository_parent_nwocs109/content
octolytics-dimension-repository_network_root_id12310747
octolytics-dimension-repository_network_root_nwocs109/content
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
release7c85641c598ad130c74f7bcc27f58575cac69551
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/jmapost/content#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjmapost%2Fcontent
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjmapost%2Fcontent
Sign up https://patch-diff.githubusercontent.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=jmapost%2Fcontent
Reloadhttps://patch-diff.githubusercontent.com/jmapost/content
Reloadhttps://patch-diff.githubusercontent.com/jmapost/content
Reloadhttps://patch-diff.githubusercontent.com/jmapost/content
jmapost https://patch-diff.githubusercontent.com/jmapost
contenthttps://patch-diff.githubusercontent.com/jmapost/content
cs109/contenthttps://patch-diff.githubusercontent.com/cs109/content
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fjmapost%2Fcontent
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fjmapost%2Fcontent
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fjmapost%2Fcontent
cs109.orghttp://cs109.org
MIT license https://patch-diff.githubusercontent.com/jmapost/content/blob/master/LICENSE
0 stars https://patch-diff.githubusercontent.com/jmapost/content/stargazers
1.6k forks https://patch-diff.githubusercontent.com/jmapost/content/forks
Branches https://patch-diff.githubusercontent.com/jmapost/content/branches
Tags https://patch-diff.githubusercontent.com/jmapost/content/tags
Activity https://patch-diff.githubusercontent.com/jmapost/content/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fjmapost%2Fcontent
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fjmapost%2Fcontent
Code https://patch-diff.githubusercontent.com/jmapost/content
Pull requests 0 https://patch-diff.githubusercontent.com/jmapost/content/pulls
Actions https://patch-diff.githubusercontent.com/jmapost/content/actions
Projects 0 https://patch-diff.githubusercontent.com/jmapost/content/projects
Wiki https://patch-diff.githubusercontent.com/jmapost/content/wiki
Security 0 https://patch-diff.githubusercontent.com/jmapost/content/security
Insights https://patch-diff.githubusercontent.com/jmapost/content/pulse
Code https://patch-diff.githubusercontent.com/jmapost/content
Pull requests https://patch-diff.githubusercontent.com/jmapost/content/pulls
Actions https://patch-diff.githubusercontent.com/jmapost/content/actions
Projects https://patch-diff.githubusercontent.com/jmapost/content/projects
Wiki https://patch-diff.githubusercontent.com/jmapost/content/wiki
Security https://patch-diff.githubusercontent.com/jmapost/content/security
Insights https://patch-diff.githubusercontent.com/jmapost/content/pulse
Brancheshttps://patch-diff.githubusercontent.com/jmapost/content/branches
Tagshttps://patch-diff.githubusercontent.com/jmapost/content/tags
https://patch-diff.githubusercontent.com/jmapost/content/branches
https://patch-diff.githubusercontent.com/jmapost/content/tags
137 Commitshttps://patch-diff.githubusercontent.com/jmapost/content/commits/master/
https://patch-diff.githubusercontent.com/jmapost/content/commits/master/
labshttps://patch-diff.githubusercontent.com/jmapost/content/tree/master/labs
labshttps://patch-diff.githubusercontent.com/jmapost/content/tree/master/labs
matplotlib_exampleshttps://patch-diff.githubusercontent.com/jmapost/content/tree/master/matplotlib_examples
matplotlib_exampleshttps://patch-diff.githubusercontent.com/jmapost/content/tree/master/matplotlib_examples
.gitignorehttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/.gitignore
HW0.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW0.ipynb
HW0.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW0.ipynb
HW0_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW0_solutions.ipynb
HW0_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW0_solutions.ipynb
HW1.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW1.ipynb
HW1.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW1.ipynb
HW1_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW1_solutions.ipynb
HW1_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW1_solutions.ipynb
HW2.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW2.ipynb
HW2.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW2.ipynb
HW2_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW2_solutions.ipynb
HW2_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW2_solutions.ipynb
HW3.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW3.ipynb
HW3.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW3.ipynb
HW3_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW3_solutions.ipynb
HW3_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW3_solutions.ipynb
HW4.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW4.ipynb
HW4.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW4.ipynb
HW4_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW4_solutions.ipynb
HW4_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW4_solutions.ipynb
HW5.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW5.ipynb
HW5.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW5.ipynb
HW5_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW5_solutions.ipynb
HW5_solutions.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/HW5_solutions.ipynb
InstructionsForAmazonEMR.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/InstructionsForAmazonEMR.ipynb
InstructionsForAmazonEMR.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/InstructionsForAmazonEMR.ipynb
LICENSEhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/README.md
computesim.pyhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/computesim.py
computesim.pyhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/computesim.py
computesim2.pyhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/computesim2.py
computesim2.pyhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/computesim2.py
imdb_top_10000.txthttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/imdb_top_10000.txt
imdb_top_10000.txthttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/imdb_top_10000.txt
lec_03_statistical_graphs.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_03_statistical_graphs.ipynb
lec_03_statistical_graphs.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_03_statistical_graphs.ipynb
lec_03_statistical_graphs_mpl_default.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_03_statistical_graphs_mpl_default.ipynb
lec_03_statistical_graphs_mpl_default.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_03_statistical_graphs_mpl_default.ipynb
lec_04_scraping.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_04_scraping.ipynb
lec_04_scraping.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_04_scraping.ipynb
lec_04_wrangling.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_04_wrangling.ipynb
lec_04_wrangling.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_04_wrangling.ipynb
lec_10_cross_val.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_10_cross_val.ipynb
lec_10_cross_val.ipynbhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/lec_10_cross_val.ipynb
skeleton.pyhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/skeleton.py
skeleton.pyhttps://patch-diff.githubusercontent.com/jmapost/content/blob/master/skeleton.py
READMEhttps://patch-diff.githubusercontent.com/jmapost/content
MIT licensehttps://patch-diff.githubusercontent.com/jmapost/content
https://patch-diff.githubusercontent.com/jmapost/content#welcome-to-cs109-data-science
Official Course Pagehttp://cs109.org
https://patch-diff.githubusercontent.com/jmapost/content#assignments
Homework 0http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW0.ipynb
solutionshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW0_solutions.ipynb
Homework 1http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW1.ipynb
solutionshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW1_solutions.ipynb
Homework 2http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW2.ipynb
solutionshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW2_solutions.ipynb
Homework 3http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW3.ipynb
solutionshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW3_solutions.ipynb
Homework 4http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW4.ipynb
solutionshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW4_solutions.ipynb
Homework 5http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW5.ipynb
solutionshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/HW5_solutions.ipynb
https://patch-diff.githubusercontent.com/jmapost/content#lecture-supplements
A gallery of statistical graphs with matplotlibhttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_03_statistical_graphs.ipynb
default matplotlib styleshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_03_statistical_graphs_mpl_default.ipynb
A rubric for data wrangling and exploratory data analysishttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_04_wrangling.ipynb
Web Scraping and Parsing Demohttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_04_scraping.ipynb
Cross Validation: The Right and Wrong Wayhttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_10_cross_val.ipynb
https://patch-diff.githubusercontent.com/jmapost/content#labs
Lab 2: Web Scrapinghttps://github.com/cs109/content/tree/master/labs/lab2
Lab 3: EDA, Pandas, Matplotlibhttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab3/lab3full.ipynb
Lab 4: Scikit-Learn, Regression, PCAhttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab4/Lab4full.ipynb
Lab 5: Bias, Variance, Cross-Validationhttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab5/Lab5.ipynb
Lab 6: Bayes, Linear Regression, and Metropolis Samplinghttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab6/BayesLinear.ipynb
Lab 7: Gibbs Samplinghttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab7/GibbsSampler.ipynb
Lab 8: MapReducehttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab8/lab8_mapreduce.ipynb
Lab 9: Networkshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab9/lab_9.ipynb
Lab 10: Support Vector Machineshttp://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/labs/lab10/Lab_10.ipynb
https://patch-diff.githubusercontent.com/jmapost/content#other-resources
Setting up Pythonhttps://github.com/cs109/content/wiki/Installing-Python
cs109.orghttp://cs109.org
Readme https://patch-diff.githubusercontent.com/jmapost/content#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/jmapost/content#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/jmapost/content
Activityhttps://patch-diff.githubusercontent.com/jmapost/content/activity
0 starshttps://patch-diff.githubusercontent.com/jmapost/content/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/jmapost/content/watchers
0 forkshttps://patch-diff.githubusercontent.com/jmapost/content/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fjmapost%2Fcontent&report=jmapost+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/jmapost/content/releases
Packages 0https://patch-diff.githubusercontent.com/users/jmapost/packages?repo_name=content
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.