René's URL Explorer Experiment

Title: GitHub - MyPerCollections/awesome-python: A curated list of awesome Python frameworks, libraries, software and resources

Open Graph Title: GitHub - MyPerCollections/awesome-python: A curated list of awesome Python frameworks, libraries, software and resources

X Title: GitHub - MyPerCollections/awesome-python: A curated list of awesome Python frameworks, libraries, software and resources

Description: A curated list of awesome Python frameworks, libraries, software and resources - MyPerCollections/awesome-python

Open Graph Description: A curated list of awesome Python frameworks, libraries, software and resources - MyPerCollections/awesome-python

X Description: A curated list of awesome Python frameworks, libraries, software and resources - MyPerCollections/awesome-python

Opengraph URL: https://github.com/MyPerCollections/awesome-python

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:5a8a0eac-c712-476b-2c21-5e59e5992456
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A902:AA1C4:115B1ED:16EF26A:6969AC32
html-safe-nonce	74c21c8be3c4f86edd2796ee581bdf22b258769226c50fc1da961baa49119389
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBOTAyOkFBMUM0OjExNUIxRUQ6MTZFRjI2QTo2OTY5QUMzMiIsInZpc2l0b3JfaWQiOiI1NjIyMjMxNzU5ODI3MDg2Mzg2IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	8815f68beaefaeefecc4ae7dc3e965fc0f76fe4f9f0d7823f6cc607f208775eb
hovercard-subject-tag	repository:211861873
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/MyPerCollections/awesome-python
twitter:image	https://opengraph.githubassets.com/5775de381013477e029b4e4c1d47721c37b30f04d4753d474cb9fb9d82db733e/MyPerCollections/awesome-python
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/5775de381013477e029b4e4c1d47721c37b30f04d4753d474cb9fb9d82db733e/MyPerCollections/awesome-python
og:image:alt	A curated list of awesome Python frameworks, libraries, software and resources - MyPerCollections/awesome-python
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	24c4c97a2d520cb286b35e1a4c22d7a4df3c26a2fa28dd7cdf0e65db327b4de7
turbo-cache-control	no-preview
go-import	github.com/MyPerCollections/awesome-python git https://github.com/MyPerCollections/awesome-python.git
octolytics-dimension-user_id	55952231
octolytics-dimension-user_login	MyPerCollections
octolytics-dimension-repository_id	211861873
octolytics-dimension-repository_nwo	MyPerCollections/awesome-python
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	21289110
octolytics-dimension-repository_parent_nwo	vinta/awesome-python
octolytics-dimension-repository_network_root_id	21289110
octolytics-dimension-repository_network_root_nwo	vinta/awesome-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	124667f43168afb6c9c03b7c02eb5b1d2e1be3d9
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/MyPerCollections/awesome-python#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMyPerCollections%2Fawesome-python
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%2FMyPerCollections%2Fawesome-python
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=MyPerCollections%2Fawesome-python
Reload	https://github.com/MyPerCollections/awesome-python
Reload	https://github.com/MyPerCollections/awesome-python
Reload	https://github.com/MyPerCollections/awesome-python
MyPerCollections	https://github.com/MyPerCollections
awesome-python	https://github.com/MyPerCollections/awesome-python
vinta/awesome-python	https://github.com/vinta/awesome-python
Notifications	https://github.com/login?return_to=%2FMyPerCollections%2Fawesome-python
Fork 0	https://github.com/login?return_to=%2FMyPerCollections%2Fawesome-python
Star 0	https://github.com/login?return_to=%2FMyPerCollections%2Fawesome-python
awesome-python.com/	https://awesome-python.com/
View license	https://github.com/MyPerCollections/awesome-python/blob/master/LICENSE
0 stars	https://github.com/MyPerCollections/awesome-python/stargazers
27.1k forks	https://github.com/MyPerCollections/awesome-python/forks
Branches	https://github.com/MyPerCollections/awesome-python/branches
Tags	https://github.com/MyPerCollections/awesome-python/tags
Activity	https://github.com/MyPerCollections/awesome-python/activity
Star	https://github.com/login?return_to=%2FMyPerCollections%2Fawesome-python
Notifications	https://github.com/login?return_to=%2FMyPerCollections%2Fawesome-python
Code	https://github.com/MyPerCollections/awesome-python
Pull requests 0	https://github.com/MyPerCollections/awesome-python/pulls
Actions	https://github.com/MyPerCollections/awesome-python/actions
Projects 0	https://github.com/MyPerCollections/awesome-python/projects
Security Uh oh! There was an error while loading. Please reload this page.	https://github.com/MyPerCollections/awesome-python/security
Please reload this page	https://github.com/MyPerCollections/awesome-python
Insights	https://github.com/MyPerCollections/awesome-python/pulse
Code	https://github.com/MyPerCollections/awesome-python
Pull requests	https://github.com/MyPerCollections/awesome-python/pulls
Actions	https://github.com/MyPerCollections/awesome-python/actions
Projects	https://github.com/MyPerCollections/awesome-python/projects
Security	https://github.com/MyPerCollections/awesome-python/security
Insights	https://github.com/MyPerCollections/awesome-python/pulse
Branches	https://github.com/MyPerCollections/awesome-python/branches
Tags	https://github.com/MyPerCollections/awesome-python/tags
	https://github.com/MyPerCollections/awesome-python/branches
	https://github.com/MyPerCollections/awesome-python/tags
1,381 Commits	https://github.com/MyPerCollections/awesome-python/commits/master/
	https://github.com/MyPerCollections/awesome-python/commits/master/
.github	https://github.com/MyPerCollections/awesome-python/tree/master/.github
.github	https://github.com/MyPerCollections/awesome-python/tree/master/.github
docs	https://github.com/MyPerCollections/awesome-python/tree/master/docs
docs	https://github.com/MyPerCollections/awesome-python/tree/master/docs
.gitignore	https://github.com/MyPerCollections/awesome-python/blob/master/.gitignore
.gitignore	https://github.com/MyPerCollections/awesome-python/blob/master/.gitignore
.travis.yml	https://github.com/MyPerCollections/awesome-python/blob/master/.travis.yml
.travis.yml	https://github.com/MyPerCollections/awesome-python/blob/master/.travis.yml
CONTRIBUTING.md	https://github.com/MyPerCollections/awesome-python/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/MyPerCollections/awesome-python/blob/master/CONTRIBUTING.md
LICENSE	https://github.com/MyPerCollections/awesome-python/blob/master/LICENSE
LICENSE	https://github.com/MyPerCollections/awesome-python/blob/master/LICENSE
Makefile	https://github.com/MyPerCollections/awesome-python/blob/master/Makefile
Makefile	https://github.com/MyPerCollections/awesome-python/blob/master/Makefile
README.md	https://github.com/MyPerCollections/awesome-python/blob/master/README.md
README.md	https://github.com/MyPerCollections/awesome-python/blob/master/README.md
mkdocs.yml	https://github.com/MyPerCollections/awesome-python/blob/master/mkdocs.yml
mkdocs.yml	https://github.com/MyPerCollections/awesome-python/blob/master/mkdocs.yml
requirements.txt	https://github.com/MyPerCollections/awesome-python/blob/master/requirements.txt
requirements.txt	https://github.com/MyPerCollections/awesome-python/blob/master/requirements.txt
sort.py	https://github.com/MyPerCollections/awesome-python/blob/master/sort.py
sort.py	https://github.com/MyPerCollections/awesome-python/blob/master/sort.py
README	https://github.com/MyPerCollections/awesome-python
Contributing	https://github.com/MyPerCollections/awesome-python
License	https://github.com/MyPerCollections/awesome-python
	https://github.com/sindresorhus/awesome
	https://github.com/MyPerCollections/awesome-python#awesome-python-
awesome-php	https://github.com/ziadoz/awesome-php
Awesome Python	https://github.com/MyPerCollections/awesome-python#awesome-python
Admin Panels	https://github.com/MyPerCollections/awesome-python#admin-panels
Algorithms and Design Patterns	https://github.com/MyPerCollections/awesome-python#algorithms-and-design-patterns
Audio	https://github.com/MyPerCollections/awesome-python#audio
Authentication	https://github.com/MyPerCollections/awesome-python#authentication
Build Tools	https://github.com/MyPerCollections/awesome-python#build-tools
Built-in Classes Enhancement	https://github.com/MyPerCollections/awesome-python#built-in-classes-enhancement
Caching	https://github.com/MyPerCollections/awesome-python#caching
ChatOps Tools	https://github.com/MyPerCollections/awesome-python#chatops-tools
CMS	https://github.com/MyPerCollections/awesome-python#cms
Code Analysis	https://github.com/MyPerCollections/awesome-python#code-analysis
Command-line Interface Development	https://github.com/MyPerCollections/awesome-python#command-line-interface-development
Command-line Tools	https://github.com/MyPerCollections/awesome-python#command-line-tools
Compatibility	https://github.com/MyPerCollections/awesome-python#compatibility
Computer Vision	https://github.com/MyPerCollections/awesome-python#computer-vision
Concurrency and Parallelism	https://github.com/MyPerCollections/awesome-python#concurrency-and-parallelism
Configuration	https://github.com/MyPerCollections/awesome-python#configuration
Cryptography	https://github.com/MyPerCollections/awesome-python#cryptography
Data Analysis	https://github.com/MyPerCollections/awesome-python#data-analysis
Data Validation	https://github.com/MyPerCollections/awesome-python#data-validation
Data Visualization	https://github.com/MyPerCollections/awesome-python#data-visualization
Database	https://github.com/MyPerCollections/awesome-python#database
Database Drivers	https://github.com/MyPerCollections/awesome-python#database-drivers
Date and Time	https://github.com/MyPerCollections/awesome-python#date-and-time
Debugging Tools	https://github.com/MyPerCollections/awesome-python#debugging-tools
Deep Learning	https://github.com/MyPerCollections/awesome-python#deep-learning
DevOps Tools	https://github.com/MyPerCollections/awesome-python#devops-tools
Distributed Computing	https://github.com/MyPerCollections/awesome-python#distributed-computing
Distribution	https://github.com/MyPerCollections/awesome-python#distribution
Documentation	https://github.com/MyPerCollections/awesome-python#documentation
Downloader	https://github.com/MyPerCollections/awesome-python#downloader
E-commerce	https://github.com/MyPerCollections/awesome-python#e-commerce
Editor Plugins and IDEs	https://github.com/MyPerCollections/awesome-python#editor-plugins-and-ides
Email	https://github.com/MyPerCollections/awesome-python#email
Environment Management	https://github.com/MyPerCollections/awesome-python#environment-management
Files	https://github.com/MyPerCollections/awesome-python#files
Foreign Function Interface	https://github.com/MyPerCollections/awesome-python#foreign-function-interface
Forms	https://github.com/MyPerCollections/awesome-python#forms
Functional Programming	https://github.com/MyPerCollections/awesome-python#functional-programming
Game Development	https://github.com/MyPerCollections/awesome-python#game-development
Geolocation	https://github.com/MyPerCollections/awesome-python#geolocation
GUI Development	https://github.com/MyPerCollections/awesome-python#gui-development
Hardware	https://github.com/MyPerCollections/awesome-python#hardware
HTML Manipulation	https://github.com/MyPerCollections/awesome-python#html-manipulation
HTTP Clients	https://github.com/MyPerCollections/awesome-python#http-clients
Image Processing	https://github.com/MyPerCollections/awesome-python#image-processing
Implementations	https://github.com/MyPerCollections/awesome-python#implementations
Interactive Interpreter	https://github.com/MyPerCollections/awesome-python#interactive-interpreter
Internationalization	https://github.com/MyPerCollections/awesome-python#internationalization
Job Scheduler	https://github.com/MyPerCollections/awesome-python#job-scheduler
Logging	https://github.com/MyPerCollections/awesome-python#logging
Machine Learning	https://github.com/MyPerCollections/awesome-python#machine-learning
Miscellaneous	https://github.com/MyPerCollections/awesome-python#miscellaneous
Natural Language Processing	https://github.com/MyPerCollections/awesome-python#natural-language-processing
Network Virtualization	https://github.com/MyPerCollections/awesome-python#network-virtualization
Networking	https://github.com/MyPerCollections/awesome-python#networking
News Feed	https://github.com/MyPerCollections/awesome-python#news-feed
ORM	https://github.com/MyPerCollections/awesome-python#orm
Package Management	https://github.com/MyPerCollections/awesome-python#package-management
Package Repositories	https://github.com/MyPerCollections/awesome-python#package-repositories
Permissions	https://github.com/MyPerCollections/awesome-python#permissions
Processes	https://github.com/MyPerCollections/awesome-python#processes
Queue	https://github.com/MyPerCollections/awesome-python#queue
Recommender Systems	https://github.com/MyPerCollections/awesome-python#recommender-systems
RESTful API	https://github.com/MyPerCollections/awesome-python#restful-api
Robotics	https://github.com/MyPerCollections/awesome-python#robotics
RPC Servers	https://github.com/MyPerCollections/awesome-python#rpc-servers
Science	https://github.com/MyPerCollections/awesome-python#science
Search	https://github.com/MyPerCollections/awesome-python#search
Serialization	https://github.com/MyPerCollections/awesome-python#serialization
Serverless Frameworks	https://github.com/MyPerCollections/awesome-python#serverless-frameworks
Specific Formats Processing	https://github.com/MyPerCollections/awesome-python#specific-formats-processing
Static Site Generator	https://github.com/MyPerCollections/awesome-python#static-site-generator
Tagging	https://github.com/MyPerCollections/awesome-python#tagging
Template Engine	https://github.com/MyPerCollections/awesome-python#template-engine
Testing	https://github.com/MyPerCollections/awesome-python#testing
Text Processing	https://github.com/MyPerCollections/awesome-python#text-processing
Third-party APIs	https://github.com/MyPerCollections/awesome-python#third-party-apis
URL Manipulation	https://github.com/MyPerCollections/awesome-python#url-manipulation
Video	https://github.com/MyPerCollections/awesome-python#video
Web Asset Management	https://github.com/MyPerCollections/awesome-python#web-asset-management
Web Content Extracting	https://github.com/MyPerCollections/awesome-python#web-content-extracting
Web Crawling	https://github.com/MyPerCollections/awesome-python#web-crawling
Web Frameworks	https://github.com/MyPerCollections/awesome-python#web-frameworks
WebSocket	https://github.com/MyPerCollections/awesome-python#websocket
WSGI Servers	https://github.com/MyPerCollections/awesome-python#wsgi-servers
Services	https://github.com/MyPerCollections/awesome-python#services
Code Quality	https://github.com/MyPerCollections/awesome-python#code-quality
Continuous Integration	https://github.com/MyPerCollections/awesome-python#continuous-integration
Resources	https://github.com/MyPerCollections/awesome-python#resources
Podcasts	https://github.com/MyPerCollections/awesome-python#podcasts
Twitter	https://github.com/MyPerCollections/awesome-python#twitter
Websites	https://github.com/MyPerCollections/awesome-python#websites
Weekly	https://github.com/MyPerCollections/awesome-python#weekly
Contributing	https://github.com/MyPerCollections/awesome-python#contributing
	https://github.com/MyPerCollections/awesome-python#admin-panels
ajenti	https://github.com/ajenti/ajenti
django-grappelli	https://grappelliproject.com/
django-jet	https://github.com/geex-arts/django-jet
django-suit	https://djangosuit.com/
django-xadmin	https://github.com/sshwsfc/xadmin
flask-admin	https://github.com/flask-admin/flask-admin
flower	https://github.com/mher/flower
wooey	https://github.com/wooey/wooey
	https://github.com/MyPerCollections/awesome-python#algorithms-and-design-patterns
algorithms	https://github.com/keon/algorithms
PyPattyrn	https://github.com/tylerlaberge/PyPattyrn
python-patterns	https://github.com/faif/python-patterns
sortedcontainers	https://github.com/grantjenks/python-sortedcontainers
	https://github.com/MyPerCollections/awesome-python#audio
audioread	https://github.com/beetbox/audioread
dejavu	https://github.com/worldveil/dejavu
mingus	http://bspaans.github.io/python-mingus/
pyAudioAnalysis	https://github.com/tyiannak/pyAudioAnalysis
pydub	https://github.com/jiaaro/pydub
TimeSide	https://github.com/Parisson/TimeSide
beets	https://github.com/beetbox/beets
MusicBrainz	https://musicbrainz.org/
eyeD3	https://github.com/nicfit/eyeD3
mutagen	https://github.com/quodlibet/mutagen
tinytag	https://github.com/devsnd/tinytag
	https://github.com/MyPerCollections/awesome-python#authentication
authlib	https://github.com/lepture/authlib
django-allauth	https://github.com/pennersr/django-allauth
django-oauth-toolkit	https://github.com/evonove/django-oauth-toolkit
oauthlib	https://github.com/idan/oauthlib
python-oauth2	https://github.com/joestump/python-oauth2
python-social-auth	https://github.com/omab/python-social-auth
pyjwt	https://github.com/jpadilla/pyjwt
python-jose	https://github.com/mpdavis/python-jose/
python-jwt	https://github.com/davedoesdev/python-jwt
	https://github.com/MyPerCollections/awesome-python#build-tools
BitBake	http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html
buildout	http://www.buildout.org/en/latest/
PlatformIO	https://github.com/platformio/platformio-core
pybuilder	https://github.com/pybuilder/pybuilder
SCons	http://www.scons.org/
	https://github.com/MyPerCollections/awesome-python#built-in-classes-enhancement
dataclasses	https://docs.python.org/3/library/dataclasses.html
attrs	https://github.com/python-attrs/attrs
bidict	https://github.com/jab/bidict
Box	https://github.com/cdgriffith/Box
DottedDict	https://github.com/carlosescri/DottedDict
	https://github.com/MyPerCollections/awesome-python#cms
wagtail	https://wagtail.io/
django-cms	https://www.django-cms.org/en/
feincms	https://github.com/feincms/feincms
Kotti	https://github.com/Kotti/Kotti
mezzanine	https://github.com/stephenmcd/mezzanine
plone	https://plone.org/
quokka	https://github.com/rochacbruno/quokka
	https://github.com/MyPerCollections/awesome-python#caching
beaker	https://github.com/bbangert/beaker
django-cache-machine	https://github.com/django-cache-machine/django-cache-machine
django-cacheops	https://github.com/Suor/django-cacheops
dogpile.cache	http://dogpilecache.readthedocs.io/en/latest/
HermesCache	https://pypi.org/project/HermesCache/
pylibmc	https://github.com/lericson/pylibmc
libmemcached	https://libmemcached.org/libMemcached.html
python-diskcache	http://www.grantjenks.com/docs/diskcache/
	https://github.com/MyPerCollections/awesome-python#chatops-tools
errbot	https://github.com/errbotio/errbot/
	https://github.com/MyPerCollections/awesome-python#code-analysis
awesome-static-analysis	https://github.com/mre/awesome-static-analysis
coala	https://github.com/coala/coala/
code2flow	https://github.com/scottrogowski/code2flow
prospector	https://github.com/PyCQA/prospector
pycallgraph	https://github.com/gak/pycallgraph
flake8	https://pypi.org/project/flake8/
awesome-flake8-extensions	https://github.com/DmytroLitvinov/awesome-flake8-extensions
pylint	https://www.pylint.org/
pylama	https://github.com/klen/pylama
black	https://github.com/python/black
yapf	https://github.com/google/yapf
awesome-python-typing	https://github.com/typeddjango/awesome-python-typing
mypy	http://mypy-lang.org/
pyre-check	https://github.com/facebook/pyre-check
MonkeyType	https://github.com/Instagram/MonkeyType
	https://github.com/MyPerCollections/awesome-python#command-line-interface-development
cement	http://builtoncement.com/
click	http://click.pocoo.org/dev/
cliff	https://docs.openstack.org/developer/cliff/
clint	https://github.com/kennethreitz/clint
docopt	http://docopt.org/
python-fire	https://github.com/google/python-fire
python-prompt-toolkit	https://github.com/jonathanslenders/python-prompt-toolkit
asciimatics	https://github.com/peterbrittain/asciimatics
bashplotlib	https://github.com/glamp/bashplotlib
colorama	https://pypi.org/project/colorama/
tqdm	https://github.com/tqdm/tqdm
	https://github.com/MyPerCollections/awesome-python#command-line-tools
cookiecutter	https://github.com/audreyr/cookiecutter
doitlive	https://github.com/sloria/doitlive
howdoi	https://github.com/gleitz/howdoi
PathPicker	https://github.com/facebook/PathPicker
percol	https://github.com/mooz/percol
thefuck	https://github.com/nvbn/thefuck
tmuxp	https://github.com/tony/tmuxp
tmux	https://github.com/tmux/tmux
try	https://github.com/timofurrer/try
httpie	https://github.com/jakubroztocil/httpie
kube-shell	https://github.com/cloudnativelabs/kube-shell
mycli	https://github.com/dbcli/mycli
pgcli	https://github.com/dbcli/pgcli
saws	https://github.com/donnemartin/saws
aws-cli	https://github.com/aws/aws-cli
	https://github.com/MyPerCollections/awesome-python#compatibility
python-future	http://python-future.org/index.html
python-modernize	https://github.com/mitsuhiko/python-modernize
six	https://pypi.org/project/six/
	https://github.com/MyPerCollections/awesome-python#computer-vision
OpenCV	https://opencv.org/
pytesseract	https://github.com/madmaze/pytesseract
Google Tesseract OCR	https://github.com/tesseract-ocr
SimpleCV	http://simplecv.org/
	https://github.com/MyPerCollections/awesome-python#concurrency-and-parallelism
awesome-asyncio	https://github.com/timofurrer/awesome-asyncio
concurrent.futures	https://docs.python.org/3/library/concurrent.futures.html
multiprocessing	https://docs.python.org/3/library/multiprocessing.html
eventlet	http://eventlet.net/
gevent	http://www.gevent.org/
greenlet	https://github.com/python-greenlet/greenlet
uvloop	https://github.com/MagicStack/uvloop
scoop	https://github.com/soravux/scoop
	https://github.com/MyPerCollections/awesome-python#configuration
configobj	https://github.com/DiffSK/configobj
configparser	https://docs.python.org/3/library/configparser.html
profig	https://profig.readthedocs.io/en/default/
python-decouple	https://github.com/henriquebastos/python-decouple
	https://github.com/MyPerCollections/awesome-python#cryptography
cryptography	https://cryptography.io/en/latest/
paramiko	https://github.com/paramiko/paramiko
passlib	https://passlib.readthedocs.io/en/stable/
pynacl	https://github.com/pyca/pynacl
	https://github.com/MyPerCollections/awesome-python#data-analysis
Blaze	https://github.com/blaze/blaze
Open Mining	https://github.com/mining/mining
Orange	https://orange.biolab.si/
Pandas	http://pandas.pydata.org/
Optimus	https://github.com/ironmussa/Optimus
	https://github.com/MyPerCollections/awesome-python#data-validation
Cerberus	https://github.com/pyeve/cerberus
colander	https://docs.pylonsproject.org/projects/colander/en/latest/
jsonschema	https://github.com/Julian/jsonschema
JSON Schema	http://json-schema.org/
schema	https://github.com/keleshev/schema
Schematics	https://github.com/schematics/schematics
valideer	https://github.com/podio/valideer
voluptuous	https://github.com/alecthomas/voluptuous
	https://github.com/MyPerCollections/awesome-python#data-visualization
awesome-javascript	https://github.com/sorrycc/awesome-javascript#data-visualization
Altair	https://github.com/altair-viz/altair
Bokeh	https://github.com/bokeh/bokeh
bqplot	https://github.com/bloomberg/bqplot
Dash	https://plot.ly/products/dash/
awesome-dash	https://github.com/Acrotrend/awesome-dash
plotnine	https://github.com/has2k1/plotnine
Matplotlib	http://matplotlib.org/
Pygal	http://www.pygal.org/en/latest/
PyGraphviz	https://pypi.org/project/pygraphviz/
Graphviz	http://www.graphviz.org/
PyQtGraph	http://www.pyqtgraph.org/
Seaborn	https://github.com/mwaskom/seaborn
VisPy	https://github.com/vispy/vispy
	https://github.com/MyPerCollections/awesome-python#database
pickleDB	https://github.com/patx/pickledb
tinydb	https://github.com/msiemens/tinydb
ZODB	https://github.com/zopefoundation/ZODB
	https://github.com/MyPerCollections/awesome-python#database-drivers
awesome-mysql	http://shlomi-noach.github.io/awesome-mysql/
mysqlclient	https://github.com/PyMySQL/mysqlclient-python
mysql-python	https://sourceforge.net/projects/mysql-python/
PyMySQL	https://github.com/PyMySQL/PyMySQL
awesome-postgres	https://github.com/dhamaniasad/awesome-postgres
psycopg2	http://initd.org/psycopg/
queries	https://github.com/gmr/queries
pymssql	http://www.pymssql.org/en/latest/
cassandra-driver	https://github.com/datastax/python-driver
happybase	https://github.com/wbolster/happybase
kafka-python	https://github.com/dpkp/kafka-python
py2neo	https://py2neo.org/
pymongo	https://github.com/mongodb/mongo-python-driver
redis-py	https://github.com/andymccurdy/redis-py
motor	https://github.com/mongodb/motor
Telephus	https://github.com/driftx/Telephus
txpostgres	https://github.com/wulczer/txpostgres
txRedis	https://github.com/deldotdr/txRedis
	https://github.com/MyPerCollections/awesome-python#date-and-time
Chronyk	https://github.com/KoffeinFlummi/Chronyk
dateutil	https://github.com/dateutil/dateutil
datetime	https://docs.python.org/3/library/datetime.html
delorean	https://github.com/myusuf3/delorean/
moment	https://github.com/zachwill/moment
Moment.js	http://momentjs.com/
Pendulum	https://github.com/sdispater/pendulum
PyTime	https://github.com/shinux/PyTime
pytz	https://launchpad.net/pytz
tz database	https://en.wikipedia.org/wiki/Tz_database
when.py	https://github.com/dirn/When.py
maya	https://github.com/kennethreitz/maya
	https://github.com/MyPerCollections/awesome-python#debugging-tools
ipdb	https://github.com/gotcha/ipdb
pdb	https://docs.python.org/3/library/pdb.html
pdb++	https://github.com/antocuni/pdb
pudb	https://github.com/inducer/pudb
wdb	https://github.com/Kozea/wdb
lptrace	https://github.com/khamidou/lptrace
strace	http://man7.org/linux/man-pages/man1/strace.1.html
manhole	https://github.com/ionelmc/python-manhole
pyringe	https://github.com/google/pyringe
python-hunter	https://github.com/ionelmc/python-hunter
line_profiler	https://github.com/rkern/line_profiler
memory_profiler	https://github.com/fabianp/memory_profiler
profiling	https://github.com/what-studio/profiling
py-spy	https://github.com/benfred/py-spy
pyflame	https://github.com/uber/pyflame
vprof	https://github.com/nvdv/vprof
icecream	https://github.com/gruns/icecream
django-debug-toolbar	https://github.com/jazzband/django-debug-toolbar
django-devserver	https://github.com/dcramer/django-devserver
flask-debugtoolbar	https://github.com/mgood/flask-debugtoolbar
pyelftools	https://github.com/eliben/pyelftools
	https://github.com/MyPerCollections/awesome-python#deep-learning
awesome-deep-learning	https://github.com/ChristosChristofidis/awesome-deep-learning
caffe	https://github.com/BVLC/caffe
keras	https://github.com/keras-team/keras
mxnet	https://github.com/dmlc/mxnet
pytorch	https://github.com/pytorch/pytorch
SerpentAI	https://github.com/SerpentAI/SerpentAI
tensorflow	https://github.com/tensorflow/tensorflow
Theano	https://github.com/Theano/Theano
	https://github.com/MyPerCollections/awesome-python#devops-tools
ansible	https://github.com/ansible/ansible
cloudinit	https://cloudinit.readthedocs.io/en/latest/
cuisine	https://github.com/sebastien/cuisine
docker-compose	https://docs.docker.com/compose/
Docker	https://www.docker.com/
fabric	https://github.com/fabric/fabric
fabtools	https://github.com/fabtools/fabtools
honcho	https://github.com/nickstenning/honcho
Foreman	https://github.com/ddollar/foreman
OpenStack	https://www.openstack.org/
pexpect	https://github.com/pexpect/pexpect
psutil	https://github.com/giampaolo/psutil
saltstack	https://github.com/saltstack/salt
supervisor	https://github.com/Supervisor/supervisor
	https://github.com/MyPerCollections/awesome-python#distributed-computing
PySpark	https://pypi.org/project/pyspark/
Apache Spark	https://spark.apache.org/
dask	https://github.com/dask/dask
luigi	https://github.com/spotify/luigi
mrjob	https://github.com/Yelp/mrjob
Ray	https://github.com/ray-project/ray/
faust	https://github.com/robinhood/faust
Kafka Streams	https://kafka.apache.org/documentation/streams/
streamparse	https://github.com/Parsely/streamparse
Apache Storm	http://storm.apache.org/
	https://github.com/MyPerCollections/awesome-python#distribution
dh-virtualenv	https://github.com/spotify/dh-virtualenv
Nuitka	http://nuitka.net/
py2app	http://pythonhosted.org/py2app/
py2exe	http://www.py2exe.org/
PyInstaller	https://github.com/pyinstaller/pyinstaller
pynsist	http://pynsist.readthedocs.io/en/latest/
	https://github.com/MyPerCollections/awesome-python#documentation
sphinx	https://github.com/sphinx-doc/sphinx/
awesome-sphinxdoc	https://github.com/yoloseem/awesome-sphinxdoc
pdoc	https://github.com/mitmproxy/pdoc
pycco	https://github.com/pycco-docs/pycco
	https://github.com/MyPerCollections/awesome-python#downloader
s3cmd	https://github.com/s3tools/s3cmd
s4cmd	https://github.com/bloomreach/s4cmd
you-get	https://you-get.org/
youtube-dl	https://rg3.github.io/youtube-dl/
	https://github.com/MyPerCollections/awesome-python#e-commerce
alipay	https://github.com/lxneng/alipay
Cartridge	https://github.com/stephenmcd/cartridge
django-oscar	http://oscarcommerce.com/
django-shop	https://github.com/awesto/django-shop
merchant	https://github.com/agiliq/merchant
money	https://github.com/carlospalol/money
python-currencies	https://github.com/Alir3z4/python-currencies
forex-python	https://github.com/MicroPyramid/forex-python
saleor	http://getsaleor.com/
shoop	https://www.shuup.com/en/
	https://github.com/MyPerCollections/awesome-python#editor-plugins-and-ides
elpy	https://github.com/jorgenschaefer/elpy
anaconda	https://github.com/DamnWidget/anaconda
SublimeJEDI	https://github.com/srusskih/SublimeJEDI
jedi-vim	https://github.com/davidhalter/jedi-vim
python-mode	https://github.com/python-mode/python-mode
YouCompleteMe	https://github.com/Valloric/YouCompleteMe
Jedi	https://github.com/davidhalter/jedi
PTVS	https://github.com/Microsoft/PTVS
Python	https://marketplace.visualstudio.com/items?itemName=ms-python.python
PyCharm	https://www.jetbrains.com/pycharm/
spyder	https://github.com/spyder-ide/spyder
	https://github.com/MyPerCollections/awesome-python#email
envelopes	http://tomekwojcik.github.io/envelopes/
flanker	https://github.com/mailgun/flanker
imbox	https://github.com/martinrusev/imbox
inbox.py	https://github.com/kennethreitz/inbox.py
lamson	https://github.com/zedshaw/lamson
Marrow Mailer	https://github.com/marrow/mailer
modoboa	https://github.com/modoboa/modoboa
Nylas Sync Engine	https://github.com/nylas/sync-engine
yagmail	https://github.com/kootenpv/yagmail
	https://github.com/MyPerCollections/awesome-python#environment-management
pyenv	https://github.com/pyenv/pyenv
pipenv	https://github.com/pypa/pipenv
poetry	https://github.com/sdispater/poetry
virtualenv	https://github.com/pypa/virtualenv
	https://github.com/MyPerCollections/awesome-python#files
mimetypes	https://docs.python.org/3/library/mimetypes.html
path.py	https://github.com/jaraco/path.py
os.path	https://docs.python.org/3/library/os.path.html
pathlib	https://docs.python.org/3/library/pathlib.html
PyFilesystem2	https://github.com/pyfilesystem/pyfilesystem2
python-magic	https://github.com/ahupp/python-magic
Unipath	https://github.com/mikeorr/Unipath
watchdog	https://github.com/gorakhargosh/watchdog
	https://github.com/MyPerCollections/awesome-python#foreign-function-interface
cffi	https://pypi.org/project/cffi/
ctypes	https://docs.python.org/3/library/ctypes.html
PyCUDA	https://mathema.tician.de/software/pycuda/
SWIG	http://www.swig.org/Doc1.3/Python.html
	https://github.com/MyPerCollections/awesome-python#forms
Deform	https://github.com/Pylons/deform
django-bootstrap3	https://github.com/dyve/django-bootstrap3
django-bootstrap4	https://github.com/zostera/django-bootstrap4
django-crispy-forms	https://github.com/django-crispy-forms/django-crispy-forms
django-remote-forms	https://github.com/WiserTogether/django-remote-forms
WTForms	https://github.com/wtforms/wtforms
	https://github.com/MyPerCollections/awesome-python#functional-programming
Coconut	http://coconut-lang.org/
CyToolz	https://github.com/pytoolz/cytoolz/
fn.py	https://github.com/kachayev/fn.py
funcy	https://github.com/Suor/funcy
Toolz	https://github.com/pytoolz/toolz
	https://github.com/MyPerCollections/awesome-python#gui-development
curses	https://docs.python.org/3/library/curses.html
ncurses	http://www.gnu.org/software/ncurses/
Eel	https://github.com/ChrisKnott/Eel
enaml	https://github.com/nucleic/enaml
Flexx	https://github.com/zoofIO/flexx
Gooey	https://github.com/chriskiehl/Gooey
kivy	https://kivy.org/
pyglet	https://bitbucket.org/pyglet/pyglet/wiki/Home
PyGObject	https://wiki.gnome.org/Projects/PyGObject
PyQt	https://riverbankcomputing.com/software/pyqt/intro
Qt	https://www.qt.io/
PySimpleGUI	https://github.com/PySimpleGUI/PySimpleGUI
pywebview	https://github.com/r0x0r/pywebview/
Tkinter	https://wiki.python.org/moin/TkInter
Toga	https://github.com/pybee/toga
urwid	http://urwid.org/
wxPython	https://wxpython.org/
	https://github.com/MyPerCollections/awesome-python#game-development
Cocos2d	http://cocos2d.org/
Harfang3D	http://www.harfang3d.com
Panda3D	https://www.panda3d.org/
Pygame	http://www.pygame.org/news.html
PyOgre	http://www.ogre3d.org/tikiwiki/PyOgre
PyOpenGL	http://pyopengl.sourceforge.net/
PySDL2	https://pysdl2.readthedocs.io
RenPy	https://www.renpy.org/
	https://github.com/MyPerCollections/awesome-python#geolocation
django-countries	https://github.com/SmileyChris/django-countries
GeoDjango	https://docs.djangoproject.com/en/dev/ref/contrib/gis/
GeoIP	https://github.com/maxmind/geoip-api-python
geojson	https://github.com/frewsxcv/python-geojson
geopy	https://github.com/geopy/geopy
pygeoip	https://github.com/appliedsec/pygeoip
	https://github.com/MyPerCollections/awesome-python#html-manipulation
BeautifulSoup	https://www.crummy.com/software/BeautifulSoup/bs4/doc/
bleach	https://github.com/mozilla/bleach
cssutils	https://pypi.org/project/cssutils/
html5lib	https://github.com/html5lib/html5lib-python
lxml	http://lxml.de/
MarkupSafe	https://github.com/pallets/markupsafe
pyquery	https://github.com/gawel/pyquery
untangle	https://github.com/stchris/untangle
WeasyPrint	http://weasyprint.org
xmldataset	https://xmldataset.readthedocs.io/en/latest/
xmltodict	https://github.com/martinblech/xmltodict
	https://github.com/MyPerCollections/awesome-python#http-clients
grequests	https://github.com/kennethreitz/grequests
httplib2	https://github.com/httplib2/httplib2
requests	http://docs.python-requests.org/en/latest/
treq	https://github.com/twisted/treq
urllib3	https://github.com/shazow/urllib3
	https://github.com/MyPerCollections/awesome-python#hardware
ino	http://inotool.org/
Arduino	https://www.arduino.cc/
keyboard	https://github.com/boppreh/keyboard
mouse	https://github.com/boppreh/mouse
Pingo	http://www.pingo.io/
PyUserInput	https://github.com/SavinaRoja/PyUserInput
scapy	https://github.com/secdev/scapy
wifi	https://github.com/rockymeza/wifi
	https://github.com/MyPerCollections/awesome-python#image-processing
hmap	https://github.com/rossgoodwin/hmap
imgSeek	https://sourceforge.net/projects/imgseek/
nude.py	https://github.com/hhatto/nude.py
pagan	https://github.com/daboth/pagan
pillow	https://github.com/python-pillow/Pillow
PIL	http://www.pythonware.com/products/pil/
pyBarcode	https://pythonhosted.org/pyBarcode/
pygram	https://github.com/ajkumar25/pygram
python-qrcode	https://github.com/lincolnloop/python-qrcode
Quads	https://github.com/fogleman/Quads
scikit-image	http://scikit-image.org/
thumbor	https://github.com/thumbor/thumbor
wand	https://github.com/dahlia/wand
MagickWand	http://www.imagemagick.org/script/magick-wand.php
	https://github.com/MyPerCollections/awesome-python#implementations
CPython	https://github.com/python/cpython
Cython	http://cython.org/
CLPython	https://github.com/metawilm/cl-python
Grumpy	https://github.com/google/grumpy
IronPython	https://github.com/IronLanguages/ironpython3
Jython	https://hg.python.org/jython
MicroPython	https://github.com/micropython/micropython
Numba	http://numba.pydata.org/
PeachPy	https://github.com/Maratyszcza/PeachPy
Pyjion	https://github.com/Microsoft/Pyjion
PyPy	https://bitbucket.org/pypy/pypy
Pyston	https://github.com/dropbox/pyston
Stackless Python	https://github.com/stackless-dev/stackless
	https://github.com/MyPerCollections/awesome-python#interactive-interpreter
bpython	https://github.com/bpython/bpython
Jupyter Notebook (IPython)	https://jupyter.org
awesome-jupyter	https://github.com/markusschanta/awesome-jupyter
ptpython	https://github.com/jonathanslenders/ptpython
python-prompt-toolkit	https://github.com/jonathanslenders/python-prompt-toolkit
	https://github.com/MyPerCollections/awesome-python#internationalization
Babel	http://babel.pocoo.org/en/latest/
PyICU	https://github.com/ovalhub/pyicu
ICU	http://site.icu-project.org/
	https://github.com/MyPerCollections/awesome-python#job-scheduler
APScheduler	http://apscheduler.readthedocs.io/en/latest/
django-schedule	https://github.com/thauber/django-schedule
doit	http://pydoit.org/
gunnery	https://github.com/gunnery/gunnery
Joblib	https://joblib.readthedocs.io/
Plan	https://github.com/fengsp/plan
schedule	https://github.com/dbader/schedule
Spiff	https://github.com/knipknap/SpiffWorkflow
TaskFlow	https://docs.openstack.org/developer/taskflow/
Airflow	https://airflow.apache.org/
	https://github.com/MyPerCollections/awesome-python#logging
Eliot	https://github.com/ScatterHQ/eliot
logbook	http://logbook.readthedocs.io/en/stable/
logging	https://docs.python.org/3/library/logging.html
raven	https://github.com/getsentry/raven-python
	https://github.com/MyPerCollections/awesome-python#machine-learning
awesome-machine-learning	https://github.com/josephmisiti/awesome-machine-learning#python
H2O	https://github.com/h2oai/h2o-3
Metrics	https://github.com/benhamner/Metrics
NuPIC	https://github.com/numenta/nupic
scikit-learn	http://scikit-learn.org/
Spark ML	http://spark.apache.org/docs/latest/ml-guide.html
Apache Spark	http://spark.apache.org/
vowpal_porpoise	https://github.com/josephreisinger/vowpal_porpoise
Vowpal Wabbit	https://github.com/JohnLangford/vowpal_wabbit/
xgboost	https://github.com/dmlc/xgboost
	https://github.com/MyPerCollections/awesome-python#microsoft-windows
Python(x,y)	http://python-xy.github.io/
pythonlibs	http://www.lfd.uci.edu/~gohlke/pythonlibs/
PythonNet	https://github.com/pythonnet/pythonnet
PyWin32	https://sourceforge.net/projects/pywin32/
WinPython	https://winpython.github.io/
	https://github.com/MyPerCollections/awesome-python#miscellaneous
blinker	https://github.com/jek/blinker
boltons	https://github.com/mahmoud/boltons
itsdangerous	https://github.com/pallets/itsdangerous
pluginbase	https://github.com/mitsuhiko/pluginbase
tryton	http://www.tryton.org/
	https://github.com/MyPerCollections/awesome-python#natural-language-processing
gensim	https://github.com/RaRe-Technologies/gensim
langid.py	https://github.com/saffsd/langid.py
nltk	http://www.nltk.org/
pattern	https://github.com/clips/pattern
polyglot	https://github.com/aboSamoor/polyglot
pytext	https://github.com/facebookresearch/pytext
PyTorch-NLP	https://github.com/PetrochukM/PyTorch-NLP
spacy	https://spacy.io/
stanfordnlp	https://github.com/stanfordnlp/stanfordnlp
jieba	https://github.com/fxsjy/jieba
pkuseg-python	https://github.com/lancopku/pkuseg-python
snownlp	https://github.com/isnowfy/snownlp
funNLP	https://github.com/fighting41love/funNLP
	https://github.com/MyPerCollections/awesome-python#network-virtualization
mininet	https://github.com/mininet/mininet
pox	https://github.com/noxrepo/pox
	https://github.com/MyPerCollections/awesome-python#networking
asyncio	https://docs.python.org/3/library/asyncio.html
awesome-asyncio	https://github.com/timofurrer/awesome-asyncio
pulsar	https://github.com/quantmind/pulsar
pyzmq	https://github.com/zeromq/pyzmq
Twisted	https://twistedmatrix.com/trac/
napalm	https://github.com/napalm-automation/napalm
	https://github.com/MyPerCollections/awesome-python#news-feed
django-activity-stream	https://github.com/justquick/django-activity-stream
Stream Framework	https://github.com/tschellenbach/Stream-Framework
	https://github.com/MyPerCollections/awesome-python#orm
Django Models	https://docs.djangoproject.com/en/dev/topics/db/models/
SQLAlchemy	https://www.sqlalchemy.org/
awesome-sqlalchemy	https://github.com/dahlia/awesome-sqlalchemy
dataset	https://github.com/pudo/dataset
orator	https://github.com/sdispater/orator
peewee	https://github.com/coleifer/peewee
pony	https://github.com/ponyorm/pony/
pydal	https://github.com/web2py/pydal/
hot-redis	https://github.com/stephenmcd/hot-redis
mongoengine	https://github.com/MongoEngine/mongoengine
PynamoDB	https://github.com/pynamodb/PynamoDB
Amazon DynamoDB	https://aws.amazon.com/dynamodb/
redisco	https://github.com/kiddouk/redisco
	https://github.com/MyPerCollections/awesome-python#package-management
pip	https://pip.pypa.io/en/stable/
PyPI	https://pypi.org/
pip-tools	https://github.com/jazzband/pip-tools
conda	https://github.com/conda/conda/
	https://github.com/MyPerCollections/awesome-python#package-repositories
warehouse	https://github.com/pypa/warehouse
bandersnatch	https://github.com/pypa/bandersnatch/
devpi	https://github.com/devpi/devpi
localshop	https://github.com/jazzband/localshop
	https://github.com/MyPerCollections/awesome-python#permissions
django-guardian	https://github.com/django-guardian/django-guardian
django-rules	https://github.com/dfunckt/django-rules
	https://github.com/MyPerCollections/awesome-python#processes
delegator.py	https://github.com/kennethreitz/delegator.py
Subprocesses	https://docs.python.org/3.6/library/subprocess.html
sarge	https://sarge.readthedocs.io/en/latest/
sh	https://github.com/amoffat/sh
	https://github.com/MyPerCollections/awesome-python#queue
celery	http://www.celeryproject.org/
huey	https://github.com/coleifer/huey
mrq	https://github.com/pricingassistant/mrq
rq	https://github.com/rq/rq
	https://github.com/MyPerCollections/awesome-python#recommender-systems
annoy	https://github.com/spotify/annoy
fastFM	https://github.com/ibayer/fastFM
implicit	https://github.com/benfred/implicit
libffm	https://github.com/guestwalk/libffm
lightfm	https://github.com/lyst/lightfm
spotlight	https://github.com/maciejkula/spotlight
Surprise	https://github.com/NicolasHug/Surprise
tensorrec	https://github.com/jfkirk/tensorrec
	https://github.com/MyPerCollections/awesome-python#restful-api
django-rest-framework	http://www.django-rest-framework.org/
django-tastypie	http://tastypieapi.org/
eve	https://github.com/pyeve/eve
flask-api-utils	https://github.com/marselester/flask-api-utils
flask-api	http://www.flaskapi.org/
flask-restful	https://github.com/flask-restful/flask-restful
flask-restless	https://github.com/jfinkels/flask-restless
cornice	https://github.com/Cornices/cornice
apistar	https://github.com/encode/apistar
falcon	http://falconframework.org/
hug	https://github.com/timothycrosley/hug
restless	https://github.com/toastdriven/restless
ripozo	https://github.com/vertical-knowledge/ripozo
sandman	https://github.com/jeffknupp/sandman
	https://github.com/MyPerCollections/awesome-python#robotics
PythonRobotics	https://github.com/AtsushiSakai/PythonRobotics
rospy	http://wiki.ros.org/rospy
	https://github.com/MyPerCollections/awesome-python#rpc-servers
SimpleJSONRPCServer	https://github.com/joshmarshall/jsonrpclib/
SimpleXMLRPCServer	https://docs.python.org/3/library/xmlrpc.server.html
zeroRPC	https://github.com/0rpc/zerorpc-python
ZeroMQ	http://zeromq.org/
MessagePack	http://msgpack.org/
	https://github.com/MyPerCollections/awesome-python#science
Python-for-Scientists	https://github.com/TomNicholas/Python-for-Scientists
astropy	http://www.astropy.org/
bcbio-nextgen	https://github.com/chapmanb/bcbio-nextgen
bccb	https://github.com/chapmanb/bcbb
Biopython	http://biopython.org/wiki/Main_Page
cclib	http://cclib.github.io/
Colour	http://colour-science.org/
NetworkX	https://networkx.github.io/
NIPY	http://nipy.org
NumPy	http://www.numpy.org/
Open Babel	http://openbabel.org/wiki/Main_Page
ObsPy	https://github.com/obspy/obspy/wiki/
PyDy	http://www.pydy.org/
PyMC	https://github.com/pymc-devs/pymc3
QuTiP	http://qutip.org/
RDKit	http://www.rdkit.org/
SciPy	https://www.scipy.org/
statsmodels	https://github.com/statsmodels/statsmodels
SymPy	https://github.com/sympy/sympy
Zipline	https://github.com/quantopian/zipline
SimPy	https://bitbucket.org/simpy/simpy
	https://github.com/MyPerCollections/awesome-python#search
elasticsearch-py	https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html
Elasticsearch	https://www.elastic.co/products/elasticsearch
elasticsearch-dsl-py	https://github.com/elastic/elasticsearch-dsl-py
django-haystack	https://github.com/django-haystack/django-haystack
pysolr	https://github.com/django-haystack/pysolr
Apache Solr	https://lucene.apache.org/solr/
whoosh	http://whoosh.readthedocs.io/en/latest/
	https://github.com/MyPerCollections/awesome-python#serialization
marshmallow	https://github.com/marshmallow-code/marshmallow
pysimdjson	https://github.com/TkTech/pysimdjson
simdjson	https://github.com/lemire/simdjson
python-rapidjson	https://github.com/python-rapidjson/python-rapidjson
RapidJSON	https://github.com/Tencent/rapidjson
	https://github.com/MyPerCollections/awesome-python#serverless-frameworks
python-lambda	https://github.com/nficano/python-lambda
Zappa	https://github.com/Miserlou/Zappa
	https://github.com/MyPerCollections/awesome-python#specific-formats-processing
tablib	https://github.com/kennethreitz/tablib
openpyxl	https://openpyxl.readthedocs.io/en/stable/
pyexcel	https://github.com/pyexcel/pyexcel
python-docx	https://github.com/python-openxml/python-docx
python-pptx	https://github.com/scanny/python-pptx
unoconv	https://github.com/unoconv/unoconv
XlsxWriter	https://github.com/jmcnamara/XlsxWriter
xlwings	https://github.com/ZoomerAnalytics/xlwings
xlwt	https://github.com/python-excel/xlwt
xlrd	https://github.com/python-excel/xlrd
PDFMiner	https://github.com/euske/pdfminer
PyPDF2	https://github.com/mstamy2/PyPDF2
ReportLab	https://www.reportlab.com/opensource/
Mistune	https://github.com/lepture/mistune
Python-Markdown	https://github.com/waylan/Python-Markdown
PyYAML	http://pyyaml.org/
csvkit	https://github.com/wireservice/csvkit
unp	https://github.com/mitsuhiko/unp
	https://github.com/MyPerCollections/awesome-python#static-site-generator
mkdocs	https://github.com/mkdocs/mkdocs/
pelican	https://github.com/getpelican/pelican
lektor	https://github.com/lektor/lektor
nikola	https://github.com/getnikola/nikola
	https://github.com/MyPerCollections/awesome-python#tagging
django-taggit	https://github.com/jazzband/django-taggit
	https://github.com/MyPerCollections/awesome-python#template-engine
Jinja2	https://github.com/pallets/jinja
Genshi	https://genshi.edgewall.org/
Mako	http://www.makotemplates.org/
	https://github.com/MyPerCollections/awesome-python#testing
pytest	https://docs.pytest.org/en/latest/
hypothesis	https://github.com/HypothesisWorks/hypothesis
nose2	https://github.com/nose-devs/nose2
Robot Framework	https://github.com/robotframework/robotframework
unittest	https://docs.python.org/3/library/unittest.html
green	https://github.com/CleanCut/green
mamba	http://nestorsalceda.github.io/mamba/
tox	https://tox.readthedocs.io/en/latest/
locust	https://github.com/locustio/locust
PyAutoGUI	https://github.com/asweigart/pyautogui
Selenium	https://pypi.org/project/selenium/
Selenium	http://www.seleniumhq.org/
sixpack	https://github.com/seatgeek/sixpack
splinter	https://github.com/cobrateam/splinter
mock	https://docs.python.org/3/library/unittest.mock.html
doublex	https://pypi.org/project/doublex/
freezegun	https://github.com/spulec/freezegun
httmock	https://github.com/patrys/httmock
httpretty	https://github.com/gabrielfalcao/HTTPretty
mocket	https://github.com/mindflayer/python-mocket
responses	https://github.com/getsentry/responses
VCR.py	https://github.com/kevin1024/vcrpy
factory_boy	https://github.com/FactoryBoy/factory_boy
mixer	https://github.com/klen/mixer
model_mommy	https://github.com/vandersonmota/model_mommy
coverage	https://pypi.org/project/coverage/
mimesis	https://github.com/lk-geimfari/mimesis
fake2db	https://github.com/emirozer/fake2db
faker	https://github.com/joke2k/faker
radar	https://pypi.org/project/radar/
	https://github.com/MyPerCollections/awesome-python#text-processing
chardet	https://github.com/chardet/chardet
difflib	https://docs.python.org/3/library/difflib.html
ftfy	https://github.com/LuminosoInsight/python-ftfy
fuzzywuzzy	https://github.com/seatgeek/fuzzywuzzy
Levenshtein	https://github.com/ztane/python-Levenshtein/
pangu.py	https://github.com/vinta/pangu.py
pyfiglet	https://github.com/pwaller/pyfiglet
pypinyin	https://github.com/mozillazg/python-pinyin
textdistance	https://github.com/orsinium/textdistance
unidecode	https://pypi.org/project/Unidecode/
awesome-slugify	https://github.com/dimka665/awesome-slugify
python-slugify	https://github.com/un33k/python-slugify
unicode-slugify	https://github.com/mozilla/unicode-slugify
hashids	https://github.com/davidaurelio/hashids-python
hashids	http://hashids.org
shortuuid	https://github.com/skorokithakis/shortuuid
ply	https://github.com/dabeaz/ply
pygments	http://pygments.org/
pyparsing	https://github.com/pyparsing/pyparsing
python-nameparser	https://github.com/derek73/python-nameparser
python-phonenumbers	https://github.com/daviddrysdale/python-phonenumbers
python-user-agents	https://github.com/selwin/python-user-agents
sqlparse	https://github.com/andialbrecht/sqlparse
	https://github.com/MyPerCollections/awesome-python#third-party-apis
List of Python API Wrappers and Libraries	https://github.com/realpython/list-of-python-api-wrappers
apache-libcloud	https://libcloud.apache.org/
boto3	https://github.com/boto/boto3
django-wordpress	https://github.com/istrategylabs/django-wordpress
facebook-sdk	https://github.com/mobolic/facebook-sdk
google-api-python-client	https://github.com/google/google-api-python-client
gspread	https://github.com/burnash/gspread
twython	https://github.com/ryanmcgrath/twython
	https://github.com/MyPerCollections/awesome-python#url-manipulation
furl	https://github.com/gruns/furl
purl	https://github.com/codeinthehole/purl
pyshorteners	https://github.com/ellisonleao/pyshorteners
webargs	https://github.com/marshmallow-code/webargs
	https://github.com/MyPerCollections/awesome-python#video
moviepy	https://zulko.github.io/moviepy/
scikit-video	https://github.com/aizvorski/scikit-video
	https://github.com/MyPerCollections/awesome-python#wsgi-servers
bjoern	https://github.com/jonashaag/bjoern
gunicorn	https://github.com/benoitc/gunicorn
uWSGI	https://uwsgi-docs.readthedocs.io/en/latest/
waitress	https://github.com/Pylons/waitress
werkzeug	https://github.com/pallets/werkzeug
	https://github.com/MyPerCollections/awesome-python#web-asset-management
django-compressor	https://github.com/django-compressor/django-compressor
django-pipeline	https://github.com/jazzband/django-pipeline
django-storages	https://github.com/jschneier/django-storages
fanstatic	http://www.fanstatic.org/en/latest/
fileconveyor	http://wimleers.com/fileconveyor
flask-assets	https://github.com/miracle2k/flask-assets
webassets	https://github.com/miracle2k/webassets
	https://github.com/MyPerCollections/awesome-python#web-content-extracting
html2text	https://github.com/Alir3z4/html2text
lassie	https://github.com/michaelhelmick/lassie
micawber	https://github.com/coleifer/micawber
newspaper	https://github.com/codelucas/newspaper
python-readability	https://github.com/buriy/python-readability
requests-html	https://github.com/kennethreitz/requests-html
sumy	https://github.com/miso-belica/sumy
textract	https://github.com/deanmalmgren/textract
toapi	https://github.com/gaojiuli/toapi
	https://github.com/MyPerCollections/awesome-python#web-crawling
cola	https://github.com/chineking/cola
feedparser	https://pythonhosted.org/feedparser/
grab	https://github.com/lorien/grab
MechanicalSoup	https://github.com/MechanicalSoup/MechanicalSoup
pyspider	https://github.com/binux/pyspider
robobrowser	https://github.com/jmcarp/robobrowser
scrapy	https://scrapy.org/
portia	https://github.com/scrapinghub/portia
	https://github.com/MyPerCollections/awesome-python#web-frameworks
Django	https://www.djangoproject.com/
awesome-django	https://github.com/shahraizali/awesome-django
Flask	http://flask.pocoo.org/
awesome-flask	https://github.com/humiaozuzu/awesome-flask
Masonite	https://github.com/MasoniteFramework/masonite
Pyramid	https://pylonsproject.org/
awesome-pyramid	https://github.com/uralbash/awesome-pyramid
Sanic	https://github.com/channelcat/sanic
Vibora	https://vibora.io/
Tornado	http://www.tornadoweb.org/en/latest/
	https://github.com/MyPerCollections/awesome-python#websocket
autobahn-python	https://github.com/crossbario/autobahn-python
asyncio	https://docs.python.org/3/library/asyncio.html
crossbar	https://github.com/crossbario/crossbar/
django-channels	https://github.com/django/channels
django-socketio	https://github.com/stephenmcd/django-socketio
WebSocket-for-Python	https://github.com/Lawouach/WebSocket-for-Python
	https://github.com/MyPerCollections/awesome-python#services
	https://github.com/MyPerCollections/awesome-python#continuous-integration
awesome-CIandCD	https://github.com/ciandcd/awesome-ciandcd#online-build-system
CircleCI	https://circleci.com/
Travis CI	https://travis-ci.org
private	https://travis-ci.com
Vexor CI	https://vexor.io
Wercker	http://www.wercker.com/
	https://github.com/MyPerCollections/awesome-python#code-quality
Codacy	https://www.codacy.com/
Codecov	https://codecov.io/
CodeFactor	https://www.codefactor.io/
Landscape	https://landscape.io/
PEP 8 Speaks	https://pep8speaks.com/
	https://github.com/MyPerCollections/awesome-python#resources
	https://github.com/MyPerCollections/awesome-python#podcasts
From Python Import Podcast	http://frompythonimportpodcast.com/
Podcast.init	https://podcastinit.com/
Python Bytes	https://pythonbytes.fm
Python Testing	http://pythontesting.net
Radio Free Python	http://radiofreepython.com/
Talk Python To Me	https://talkpython.fm/
Test and Code	https://testandcode.com/
	https://github.com/MyPerCollections/awesome-python#twitter
@codetengu	https://twitter.com/codetengu
@getpy	https://twitter.com/getpy
@importpython	https://twitter.com/importpython
@planetpython	https://twitter.com/planetpython
@pycoders	https://twitter.com/pycoders
@pypi	https://twitter.com/pypi
@pythontrending	https://twitter.com/pythontrending
@PythonWeekly	https://twitter.com/PythonWeekly
@TalkPython	https://twitter.com/talkpython
@realpython	https://twitter.com/realpython
	https://github.com/MyPerCollections/awesome-python#websites
/r/CoolGithubProjects	https://www.reddit.com/r/coolgithubprojects/
/r/Python	https://www.reddit.com/r/python
Awesome Python @LibHunt	https://python.libhunt.com/
Django Packages	https://djangopackages.org/
Full Stack Python	https://www.fullstackpython.com/
Python Cheatsheet	https://www.pythoncheatsheet.org/
Python Hackers	http://www.oss.io/open-source/
Python ZEEF	https://python.zeef.com/alan.richmond
Python 开发社区	https://www.ctolib.com/python/
Real Python	https://realpython.com
Trending Python repositories on GitHub today	https://github.com/trending?l=python
Сообщество Python Программистов	https://python-scripts.com/
	https://github.com/MyPerCollections/awesome-python#weekly
CodeTengu Weekly 碼天狗週刊	https://weekly.codetengu.com/
Import Python Newsletter	http://importpython.com/newsletter/
Pycoder's Weekly	http://pycoders.com/
Python Weekly	http://www.pythonweekly.com/
Python Tricks	https://realpython.com/python-tricks/
	https://github.com/MyPerCollections/awesome-python#contributing
contribution guidelines	https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md
vote for them	https://github.com/vinta/awesome-python/pulls
@vinta	https://twitter.com/vinta
awesome-python.com/	https://awesome-python.com/
Readme	https://github.com/MyPerCollections/awesome-python#readme-ov-file
View license	https://github.com/MyPerCollections/awesome-python#License-1-ov-file
Contributing	https://github.com/MyPerCollections/awesome-python#contributing-ov-file
Please reload this page	https://github.com/MyPerCollections/awesome-python
Activity	https://github.com/MyPerCollections/awesome-python/activity
Custom properties	https://github.com/MyPerCollections/awesome-python/custom-properties
0 stars	https://github.com/MyPerCollections/awesome-python/stargazers
0 watching	https://github.com/MyPerCollections/awesome-python/watchers
0 forks	https://github.com/MyPerCollections/awesome-python/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FMyPerCollections%2Fawesome-python&report=MyPerCollections+%28user%29
Releases	https://github.com/MyPerCollections/awesome-python/releases
Packages 0	https://github.com/orgs/MyPerCollections/packages?repo_name=awesome-python
	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.