René's URL Explorer Experiment

Title: Commits · Panfen/BuildingMachineLearningSystemsWithPython · GitHub

Open Graph Title: Commits · Panfen/BuildingMachineLearningSystemsWithPython

X Title: Commits · Panfen/BuildingMachineLearningSystemsWithPython

Description: Source Code for the book Building Machine Learning Systems with Python - Commits · Panfen/BuildingMachineLearningSystemsWithPython

Open Graph Description: Source Code for the book Building Machine Learning Systems with Python - Commits · Panfen/BuildingMachineLearningSystemsWithPython

X Description: Source Code for the book Building Machine Learning Systems with Python - Commits · Panfen/BuildingMachineLearningSystemsWithPython

Opengraph URL: https://github.com/Panfen/BuildingMachineLearningSystemsWithPython

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository/commits(/*name)
route-controller	commits
route-action	show
fetch-nonce	v2:537452d9-d646-650b-df13-5a285d75f743
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	AE90:1478A3:101F012:1697E73:696A2B4F
html-safe-nonce	ba20b3a5376165bd71703fad8899e731823ea2b83e4c4149172d4b0f89c905db
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBRTkwOjE0NzhBMzoxMDFGMDEyOjE2OTdFNzM6Njk2QTJCNEYiLCJ2aXNpdG9yX2lkIjoiNTQ2MDk1MjU1OTU4NjUxOTg4NyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	8f8708c400d6fbe7b0616d8d16b6ba079f9ad059fa4d3a19bfbe00851b322d37
hovercard-subject-tag	repository:103371642
github-keyboard-shortcuts	repository,commit-list,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	///commits/show
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master
twitter:image	https://opengraph.githubassets.com/51865d82aa9e1aa1aa265a32b383a0b0193978ad5e6b8d900cf49ff5509554ac/Panfen/BuildingMachineLearningSystemsWithPython
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/51865d82aa9e1aa1aa265a32b383a0b0193978ad5e6b8d900cf49ff5509554ac/Panfen/BuildingMachineLearningSystemsWithPython
og:image:alt	Source Code for the book Building Machine Learning Systems with Python - Commits · Panfen/BuildingMachineLearningSystemsWithPython
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	a1022f03e4f0d91ea173e4e5dac892c982e0588c62f1ce56121d755a320a3569
turbo-cache-control	no-cache
go-import	github.com/Panfen/BuildingMachineLearningSystemsWithPython git https://github.com/Panfen/BuildingMachineLearningSystemsWithPython.git
octolytics-dimension-user_id	16233686
octolytics-dimension-user_login	Panfen
octolytics-dimension-repository_id	103371642
octolytics-dimension-repository_nwo	Panfen/BuildingMachineLearningSystemsWithPython
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	13086750
octolytics-dimension-repository_parent_nwo	luispedro/BuildingMachineLearningSystemsWithPython
octolytics-dimension-repository_network_root_id	13086750
octolytics-dimension-repository_network_root_nwo	luispedro/BuildingMachineLearningSystemsWithPython
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	f472b8e6c7b3fdd5d0354972a3f4c516289bf0be
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master/#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FPanfen%2FBuildingMachineLearningSystemsWithPython%2Fcommits%2Fmaster%2F
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
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/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%2FPanfen%2FBuildingMachineLearningSystemsWithPython%2Fcommits%2Fmaster%2F
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%2Fcommits%2Fshow&source=header-repo&source_repo=Panfen%2FBuildingMachineLearningSystemsWithPython
Reload	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master/
Reload	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master/
Reload	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master/
Panfen	https://github.com/Panfen
BuildingMachineLearningSystemsWithPython	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython
luispedro/BuildingMachineLearningSystemsWithPython	https://github.com/luispedro/BuildingMachineLearningSystemsWithPython
Notifications	https://github.com/login?return_to=%2FPanfen%2FBuildingMachineLearningSystemsWithPython
Fork 0	https://github.com/login?return_to=%2FPanfen%2FBuildingMachineLearningSystemsWithPython
Star 0	https://github.com/login?return_to=%2FPanfen%2FBuildingMachineLearningSystemsWithPython
Code	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython
Pull requests 0	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/pulls
Actions	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/actions
Projects 0	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/projects
Wiki	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/wiki
Security Uh oh! There was an error while loading. Please reload this page.	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/security
Please reload this page	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master/
Insights	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/pulse
Code	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython
Pull requests	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/pulls
Actions	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/actions
Projects	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/projects
Wiki	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/wiki
Security	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/security
Insights	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/pulse
BUG Fixes API usage	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/a237d75979fe47d6505ea0c3bc731050503064e8
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
a237d75	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/a237d75979fe47d6505ea0c3bc731050503064e8
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/a237d75979fe47d6505ea0c3bc731050503064e8
MIN Update link to AP data	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c4c71a59644d6f9c80993aed3bae5eb6f453c00c
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
c4c71a5	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c4c71a59644d6f9c80993aed3bae5eb6f453c00c
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/c4c71a59644d6f9c80993aed3bae5eb6f453c00c
DOC Make explicit how to get AP data	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c0a3b3a397d22c6941012c78d24c0fcfefe740fc
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
c0a3b3a	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c0a3b3a397d22c6941012c78d24c0fcfefe740fc
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/c0a3b3a397d22c6941012c78d24c0fcfefe740fc
MIN Remove extraneous function call	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/98d66ea5b9775bda9efc25d0ce8710fb576f2be7
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
98d66ea	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/98d66ea5b9775bda9efc25d0ce8710fb576f2be7
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/98d66ea5b9775bda9efc25d0ce8710fb576f2be7
Merge pull request #17 from ao-song/master	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/456a830e4a930eee3b0c574a2c4d208ff2c8d561
	https://github.com/wrichert
wrichert	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=wrichert
456a830	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/456a830e4a930eee3b0c574a2c4d208ff2c8d561
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/456a830e4a930eee3b0c574a2c4d208ff2c8d561
format this file	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/b97a0be7a45ca977442f195b3be1dbc42c12621d
	https://github.com/ao-song
ao-song	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=ao-song
b97a0be	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/b97a0be7a45ca977442f195b3be1dbc42c12621d
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/b97a0be7a45ca977442f195b3be1dbc42c12621d
Fix predict method called	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c71430360ececfe2bbe7dbc79add793dab85e5d9
tomahawk28	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=tomahawk28
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
c714303	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c71430360ececfe2bbe7dbc79add793dab85e5d9
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/c71430360ececfe2bbe7dbc79add793dab85e5d9
BUG Fix name of function chist	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/db795e08dc720fce5a1f327f1ce3de154cf2303c
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
db795e0	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/db795e08dc720fce5a1f327f1ce3de154cf2303c
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/db795e08dc720fce5a1f327f1ce3de154cf2303c
Merge pull request #13 from juanpabloaj/webstats_pep8	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/90b8207c0281fc5f3476c10f08d82bc805e00943
	https://github.com/wrichert
wrichert	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=wrichert
90b8207	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/90b8207c0281fc5f3476c10f08d82bc805e00943
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/90b8207c0281fc5f3476c10f08d82bc805e00943
analyze_webstats with PEP8	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/6536b1b5d4f54a6e45014fc589e5819b1582b9bb
	https://github.com/juanpabloaj
juanpabloaj	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=juanpabloaj
6536b1b	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/6536b1b5d4f54a6e45014fc589e5819b1582b9bb
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/6536b1b5d4f54a6e45014fc589e5819b1582b9bb
ENH Better spacing & comments	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/8386e856c562d9ddd8f0d7f59fc7d9150c73acbe
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
8386e85	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/8386e856c562d9ddd8f0d7f59fc7d9150c73acbe
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/8386e856c562d9ddd8f0d7f59fc7d9150c73acbe
Merge pull request #9 from iory/master	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/0999da11908fad7cce6f9f8400984d802b9ef53c
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
0999da1	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/0999da11908fad7cce6f9f8400984d802b9ef53c
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/0999da11908fad7cce6f9f8400984d802b9ef53c
rename missed name	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/79581d2c19ceb91614a3dd06da4a85176059c783
	https://github.com/iory
iory	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=iory
79581d2	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/79581d2c19ceb91614a3dd06da4a85176059c783
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/79581d2c19ceb91614a3dd06da4a85176059c783
DOC Clarify that this is the second edition code	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/e28dfc48be757e24dcc7631861ebbbcd60042e78
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
e28dfc4	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/e28dfc48be757e24dcc7631861ebbbcd60042e78
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/e28dfc48be757e24dcc7631861ebbbcd60042e78
Merge branch 'master' into second_edition	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/77b13d87d71ae32c061104c243160802079d6e31
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
77b13d8	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/77b13d87d71ae32c061104c243160802079d6e31
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/77b13d87d71ae32c061104c243160802079d6e31
DAT Add example image	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/309ab17ba0feec52719a4805409d56dceeeaf795
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
309ab17	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/309ab17ba0feec52719a4805409d56dceeeaf795
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/309ab17ba0feec52719a4805409d56dceeeaf795
ENH Add script to process Wikipedia with HDP	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/24ac39d08259a1fc06a8749767f91eb5f6eef68e
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
24ac39d	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/24ac39d08259a1fc06a8749767f91eb5f6eef68e
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/24ac39d08259a1fc06a8749767f91eb5f6eef68e
BLD Update gitignore files	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/3ae4c9daf6eb31ab1579c7dee4d07298734b1c24
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
3ae4c9d	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/3ae4c9daf6eb31ab1579c7dee4d07298734b1c24
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/3ae4c9daf6eb31ab1579c7dee4d07298734b1c24
ENH Add chapter.py files	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/afcdc0bd9fdb8d1e12a0786b42833664c551901e
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
afcdc0b	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/afcdc0bd9fdb8d1e12a0786b42833664c551901e
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/afcdc0bd9fdb8d1e12a0786b42833664c551901e
ENH Average methods (instead of stacked learning)	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/bb9b8de532a5250b7b1842314d5a975148aea9b9
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
bb9b8de	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/bb9b8de532a5250b7b1842314d5a975148aea9b9
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/bb9b8de532a5250b7b1842314d5a975148aea9b9
ENH Single file with the code as in book	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/42052080ceabd373844d45a5ce460b2d3d44f290
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
4205208	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/42052080ceabd373844d45a5ce460b2d3d44f290
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/42052080ceabd373844d45a5ce460b2d3d44f290
Modify UnicodeDecodeError text in Python 2.x	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/1d8fd230cda177d916d3e73eaeae12a49ef6a587
neoneo40	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=neoneo40
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
1d8fd23	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/1d8fd230cda177d916d3e73eaeae12a49ef6a587
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/1d8fd230cda177d916d3e73eaeae12a49ef6a587
Modify UnicodeDecodeError text. You'll use utf-8	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/22bc1405ec5c5b3f9351233880390d044b48c625
neoneo40	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=neoneo40
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
22bc140	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/22bc1405ec5c5b3f9351233880390d044b48c625
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/22bc1405ec5c5b3f9351233880390d044b48c625
Remove deprecated parameter 'indices'	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/9b8b80ac97bdcfcd63b52fa7b78c96d74ffa9af9
wrichert	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=wrichert
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
9b8b80a	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/9b8b80ac97bdcfcd63b52fa7b78c96d74ffa9af9
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/9b8b80ac97bdcfcd63b52fa7b78c96d74ffa9af9
grace wait time	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/fbd6a3d8ef3b36b1fcc18c922697e94239ffa5f7
wrichert	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=wrichert
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
fbd6a3d	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/fbd6a3d8ef3b36b1fcc18c922697e94239ffa5f7
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/fbd6a3d8ef3b36b1fcc18c922697e94239ffa5f7
py3-compliant; help message for missing SentiWordNet	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/37920fbcfff0b98c3ec7d2e3dbcdce727daa81c4
wrichert	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=wrichert
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
37920fb	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/37920fbcfff0b98c3ec7d2e3dbcdce727daa81c4
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/37920fbcfff0b98c3ec7d2e3dbcdce727daa81c4
py3 compliant	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/2f8ee9e5a62a386acf3262db6b21d88fc087dfe5
wrichert	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=wrichert
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
2f8ee9e	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/2f8ee9e5a62a386acf3262db6b21d88fc087dfe5
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/2f8ee9e5a62a386acf3262db6b21d88fc087dfe5
Switching to py3-complaint twitter library; improving handling of rate limiting.	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c1881c9f86c7c95337d047734f67715fd6d8e0ba
wrichert	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=wrichert
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
c1881c9	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c1881c9f86c7c95337d047734f67715fd6d8e0ba
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/c1881c9f86c7c95337d047734f67715fd6d8e0ba
DOC Add note on randomness	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c03c2f3caf67fdb7533f6540d59a4b53b598a9f4
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
c03c2f3	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/c03c2f3caf67fdb7533f6540d59a4b53b598a9f4
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/c03c2f3caf67fdb7533f6540d59a4b53b598a9f4
RFCT Simpler code	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/694856399378a72fe421bf966004f60328c5eedc
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
6948563	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/694856399378a72fe421bf966004f60328c5eedc
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/694856399378a72fe421bf966004f60328c5eedc
MIN Use same function name as in book	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/2c530e1b623a6cf3ada68a042577182b9c71885b
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
2c530e1	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/2c530e1b623a6cf3ada68a042577182b9c71885b
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/2c530e1b623a6cf3ada68a042577182b9c71885b
ENH Use matutils.corpus2dense instead of looping	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/30a1512cd0c1acfd4046ec76426cb01654261841
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
30a1512	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/30a1512cd0c1acfd4046ec76426cb01654261841
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/30a1512cd0c1acfd4046ec76426cb01654261841
ENH More readable code	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/cd69e60ecdf61edc13102e9945d697cd66ed910b
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
cd69e60	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/cd69e60ecdf61edc13102e9945d697cd66ed910b
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/cd69e60ecdf61edc13102e9945d697cd66ed910b
MIN Better filename for output	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/f2b5bdf0ba3944052ffd16b6793e89084e0f7192
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
f2b5bdf	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/f2b5bdf0ba3944052ffd16b6793e89084e0f7192
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/f2b5bdf0ba3944052ffd16b6793e89084e0f7192
ENH Improve code readability	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/d192bee488717763791e8b94eb064a6e7c9092b7
	https://github.com/luispedro
luispedro	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits?author=luispedro
d192bee	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commit/d192bee488717763791e8b94eb064a6e7c9092b7
	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/tree/d192bee488717763791e8b94eb064a6e7c9092b7
Previous	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master?before=a237d75979fe47d6505ea0c3bc731050503064e8+0
Next	https://github.com/Panfen/BuildingMachineLearningSystemsWithPython/commits/master?after=a237d75979fe47d6505ea0c3bc731050503064e8+34
	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.