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Title: GitHub - hexj/awesome-python-cn: Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。

Open Graph Title: GitHub - hexj/awesome-python-cn: Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。

X Title: GitHub - hexj/awesome-python-cn: Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。

Description: Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。 - hexj/awesome-python-cn

Open Graph Description: Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。 - hexj/awesome-python-cn

X Description: Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。 - hexj/awesome-python-cn

Opengraph URL: https://github.com/hexj/awesome-python-cn

X: @github

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logging	https://docs.python.org/2/library/logging.html
官网	https://www.red-dove.com/config-doc/
官网	http://www.voidspace.org.uk/python/configobj.html
官网	https://docs.python.org/2/library/configparser.html
官网	http://profig.readthedocs.org/en/default/
官网	https://github.com/henriquebastos/python-decouple
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#命令行工具
官网	https://github.com/peterbrittain/asciimatics
官网	http://builtoncement.com/
官网	http://click.pocoo.org/dev/
官网	http://docs.openstack.org/developer/cliff/
官网	https://github.com/kennethreitz/clint
官网	https://pypi.python.org/pypi/colorama
官网	http://docopt.org/
官网	https://github.com/chriskiehl/Gooey
官网	https://github.com/jonathanslenders/python-prompt-toolkit
官网	https://github.com/google/python-fire
Pythonpy	http://hao.jobbole.com/pythonpy/
官网	https://github.com/Russell91/pythonpy/wiki
官网	https://github.com/aws/aws-cli
官网	https://github.com/glamp/bashplotlib
官网	https://github.com/brettcannon/caniusepython3
官网	https://github.com/audreyr/cookiecutter
官网	https://github.com/sloria/doitlive
官网	https://github.com/giampaolo/pyftpdlib
官网	https://github.com/gleitz/howdoi
官网	https://github.com/jkbrzt/httpie
官网	https://github.com/facebook/PathPicker
官网	https://github.com/mooz/percol
官网	https://github.com/donnemartin/saws
官网	https://github.com/nvbn/thefuck
官网	https://github.com/dbcli/mycli
官网	https://github.com/dbcli/pgcli
官网	https://github.com/timofurrer/try
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#下载器
官网	https://github.com/s3tools/s3cmd
官网	https://github.com/bloomreach/s4cmd
官网	https://www.soimort.org/you-get/
官网	http://rg3.github.io/youtube-dl/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#图像处理
pillow	http://hao.jobbole.com/pillow/
PIL	http://www.pythonware.com/products/pil/
官网	http://pillow.readthedocs.org/en/latest/
官网	https://github.com/rossgoodwin/hmap
官网	https://sourceforge.net/projects/imgseek/
官网	https://github.com/hhatto/nude.py
官网	https://pythonhosted.org/pyBarcode/
官网	https://github.com/ajkumar25/pygram
官网	https://github.com/lincolnloop/python-qrcode
官网	https://github.com/fogleman/Quads
官网	http://scikit-image.org/
官网	https://github.com/thumbor/thumbor
MagickWand	http://www.imagemagick.org/script/magick-wand.php
官网	https://github.com/dahlia/wand
官网	https://github.com/ageitgey/face_recognition
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#ocr
官网	https://github.com/jflesch/pyocr
pytesseract	http://hao.jobbole.com/pytesseract/
Google Tesseract OCR	https://github.com/tesseract-ocr
官网	https://github.com/madmaze/pytesseract
Google Tesseract OCR	https://github.com/tesseract-ocr
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#音频
官网	https://github.com/danilobellini/audiolazy
官网	https://github.com/beetbox/audioread
MusicBrainz	https://musicbrainz.org/
官网	http://beets.io/
官网	https://github.com/worldveil/dejavu
django-elastic-transcoder	http://hao.jobbole.com/django-elastic-transcoder/
Amazon Elastic Transcoder	http://aws.amazon.com/elastictranscoder/
官网	https://github.com/StreetVoice/django-elastic-transcoder
官网	http://eyed3.nicfit.net/
官网	http://nedbatchelder.com/code/modules/id3reader.py
官网	https://github.com/globocom/m3u8
官网	https://bitbucket.org/lazka/mutagen
官网	https://github.com/jiaaro/pydub
Echo Nest	http://developer.echonest.com/
官网	https://github.com/echonest/pyechonest
官网	http://scikits.appspot.com/talkbox
官网	https://github.com/Parisson/TimeSide
官网	https://github.com/devsnd/tinytag
官网	http://bspaans.github.io/python-mingus/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#video
官网	http://zulko.github.io/moviepy/
官网	https://github.com/aizvorski/scikit-video
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#地理位置
官网	https://docs.djangoproject.com/en/dev/ref/contrib/gis/
官网	https://github.com/maxmind/geoip-api-python
官网	https://github.com/frewsxcv/python-geojson
官网	https://github.com/geopy/geopy
官网	https://github.com/appliedsec/pygeoip
官网	https://github.com/SmileyChris/django-countries
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#http
官网	https://github.com/aio-libs/aiohttp
官网	http://docs.python-requests.org/en/latest/
官网	https://github.com/kennethreitz/grequests
官网	https://github.com/jcgregorio/httplib2
官网	https://github.com/twisted/treq
官网	https://github.com/shazow/urllib3
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#数据库
官网	https://pythonhosted.org/pickleDB/
官网	https://www.pipelinedb.com/
官网	https://github.com/msiemens/tinydb
官网	http://www.zodb.org/en/latest/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#数据库驱动
awesome-mysql	http://shlomi-noach.github.io/awesome-mysql/
官网	https://github.com/aio-libs/aiomysql
官网	https://sourceforge.net/projects/mysql-python/
mysql-python	https://github.com/PyMySQL/mysqlclient-python
官网	https://pythonhosted.org/oursql/
官网	https://github.com/PyMySQL/PyMySQL
官网	http://initd.org/psycopg/
官网	https://github.com/gmr/queries
官网	http://txpostgres.readthedocs.org/en/latest/
官网	http://rogerbinns.github.io/apsw/
官网	http://www.pymssql.org/en/latest/
官网	https://github.com/jonathanslenders/asyncio-redis
官网	https://github.com/datastax/python-driver
官网	http://happybase.readthedocs.org/en/latest/
官网	https://plyvel.readthedocs.org/en/latest/
官网	http://py2neo.org/2.0/
官网	https://github.com/pycassa/pycassa
官网	https://docs.mongodb.org/ecosystem/drivers/python/
官网	https://github.com/andymccurdy/redis-py
官网	https://github.com/driftx/Telephus
官网	https://github.com/deldotdr/txRedis
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#orm
官网	https://docs.djangoproject.com/en/dev/topics/db/models/
官网	http://www.sqlalchemy.org/
awesome-sqlalchemy	https://github.com/dahlia/awesome-sqlalchemy
Peewee	http://hao.jobbole.com/peewee/
官网	https://github.com/coleifer/peewee
官网	https://ponyorm.com/
官网	https://pypi.python.org/pypi/python-sql
官网	https://github.com/django-nonrel/mongodb-engine
Amazon DynamoDB	https://aws.amazon.com/dynamodb/
官网	https://github.com/jlafon/PynamoDB
官网	https://github.com/mathcamp/flywheel
官网	http://mongoengine.org/
官网	https://github.com/stephenmcd/hot-redis
官网	https://github.com/kiddouk/redisco
官网	https://github.com/Widdershin/butterdb
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#web-框架
Django	http://hao.jobbole.com/django/
官网	https://www.djangoproject.com/
awesome-django	https://gitlab.com/rosarior/awesome-django
Flask	http://hao.jobbole.com/flask/
官网	http://flask.pocoo.org/
awesome-flask	https://github.com/humiaozuzu/awesome-flask
awesome-pyramid	https://github.com/uralbash/awesome-pyramid
Bottle	http://hao.jobbole.com/bottle/
官网	http://bottlepy.org/docs/dev/index.html
官网	http://www.cherrypy.org/
官网	http://www.turbogears.org/
web.py	http://hao.jobbole.com/python-webpy/
官网	http://webpy.org/
官网	http://www.web2py.com/
Tornado	http://hao.jobbole.com/tornado/
官网	http://www.tornadoweb.org/en/latest/
官网	https://github.com/channelcat/sanic/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#权限
官网	https://github.com/neuman/python-carteblanche/
官网	https://github.com/django-guardian/django-guardian
官网	https://github.com/dfunckt/django-rules
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#cms
官网	http://www.odoo.com
官网	http://www.django-cms.org/en/
官网	http://djedi-cms.org/
官网	http://www.feincms.org/
官网	http://kotti.pylonsproject.org/
官网	http://mezzanine.jupo.org/
官网	http://opps.github.io/opps/
官网	https://plone.org/
官网	http://quokkaproject.org/
Wagtail	http://hao.jobbole.com/wagtail/
官网	https://wagtail.io/
官网	https://wid.gy/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#电子商务
官网	http://oscarcommerce.com/
官网	https://github.com/awesto/django-shop
官网	https://github.com/stephenmcd/cartridge
官网	https://www.shoop.io/en/
官网	https://github.com/lxneng/alipay
官网	https://github.com/agiliq/merchant
官网	https://github.com/carlospalol/money
官网	https://github.com/Alir3z4/python-currencies
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#restful-api
django-rest-framework	http://hao.jobbole.com/django-rest-framework/
官网	http://www.django-rest-framework.org/
官网	http://tastypieapi.org/
官网	https://github.com/5monkeys/django-formapi
官网	http://www.flaskapi.org/
官网	http://flask-restful.readthedocs.org/en/latest/
官网	https://flask-restless.readthedocs.org/en/latest/
官网	https://github.com/marselester/flask-api-utils
官网	https://github.com/nicolaiarocci/eve
官网	https://cornice.readthedocs.org/en/latest/
官网	http://falconframework.org/
官网	https://github.com/jeffknupp/sandman
官网	http://restless.readthedocs.org/en/latest/
官网	https://github.com/vertical-knowledge/ripozo
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#验证
官网	http://peterhudec.github.io/authomatic/
官网	https://github.com/pennersr/django-allauth
官网	https://github.com/evonove/django-oauth-toolkit
官网	https://github.com/caffeinehit/django-oauth2-provider
官网	https://github.com/lepture/flask-oauthlib
官网	https://github.com/idan/oauthlib
官网	https://github.com/joestump/python-oauth2
官网	https://github.com/omab/python-social-auth
官网	https://github.com/litl/rauth
官网	https://github.com/demianbrecht/sanction
官网	https://github.com/demonware/jose
官网	https://github.com/jpadilla/pyjwt
官网	https://github.com/brianloveswords/python-jws
官网	https://github.com/davedoesdev/python-jwt
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#模板引擎
Jinja2	http://hao.jobbole.com/jinja2/
官网	https://github.com/pallets/jinja
官网	https://chameleon.readthedocs.org/en/latest/
官网	https://genshi.edgewall.org/
官网	http://www.makotemplates.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#队列
官网	http://www.celeryproject.org/
官网	https://github.com/coleifer/huey
mrq	http://hao.jobbole.com/mrq/
官网	https://github.com/pricingassistant/mrq
官网	http://python-rq.org/
官网	https://github.com/rdegges/simpleq
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#搜索
官网	https://github.com/django-haystack/django-haystack
官网	https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html
官网	https://github.com/elastic/elasticsearch-dsl-py
solr	http://lucene.apache.org/solr/
官网	https://github.com/edsu/solrpy
官网	http://whoosh.readthedocs.org/en/latest/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#动态消息
官网	https://github.com/justquick/django-activity-stream
官网	https://github.com/tschellenbach/Stream-Framework
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#资源管理
官网	https://github.com/django-compressor/django-compressor
官网	http://django-storages.readthedocs.org/en/latest/
官网	http://www.fanstatic.org/en/latest/
官网	http://fileconveyor.org/
官网	http://flask-assets.readthedocs.org/en/latest/
官网	https://github.com/jaysonsantos/jinja-assets-compressor
官网	http://webassets.readthedocs.org/en/latest/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#缓存
官网	http://beaker.readthedocs.org/en/latest/
官网	https://github.com/django-cache-machine/django-cache-machine
官网	https://github.com/Suor/django-cacheops
官网	https://github.com/5monkeys/django-viewlet
官网	http://dogpilecache.readthedocs.org/en/latest/
官网	https://pypi.python.org/pypi/HermesCache
官网	https://github.com/jmoiron/johnny-cache
libmemcached	http://libmemcached.org/libMemcached.html
官网	https://github.com/lericson/pylibmc
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#电子邮件
官网	https://github.com/StreetVoice/django-celery-ses
官网	http://tomekwojcik.github.io/envelopes/
官网	https://github.com/mailgun/flanker
官网	https://github.com/martinrusev/imbox
官网	https://github.com/kennethreitz/inbox.py
官网	https://github.com/nylas/sync-engine
官网	https://github.com/zedshaw/lamson
官网	https://github.com/WoLpH/mailjet
官网	https://github.com/marrow/mailer
官网	https://github.com/tonioo/modoboa
官网	http://www.magiksys.net/pyzmail/
官网	https://github.com/mailgun/talon
官网	https://pypi.org/project/yagmail/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#国际化
官网	http://babel.pocoo.org/en/latest/
官网	https://korean.readthedocs.org/en/latest/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#url-处理
官网	https://github.com/gruns/furl
官网	https://github.com/codeinthehole/purl
官网	https://github.com/ellisonleao/pyshorteners
官网	https://github.com/Alir3z4/python-shorturl
官网	https://github.com/sloria/webargs
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#html-处理
官网	http://www.crummy.com/software/BeautifulSoup/bs4/doc/
官网	http://bleach.readthedocs.org/en/latest/
官网	https://pypi.python.org/pypi/cssutils/
官网	https://github.com/html5lib/html5lib-python
官网	http://lxml.de/
官网	https://github.com/pallets/markupsafe
官网	https://github.com/gawel/pyquery
官网	https://github.com/kennethreitz/requests-html
官网	https://github.com/stchris/untangle
官网	https://github.com/xhtml2pdf/xhtml2pdf
官网	https://github.com/martinblech/xmltodict
官网	http://scrapy.org/
官网	https://github.com/chineking/cola
官网	https://github.com/matiasb/demiurge
官网	http://pythonhosted.org/feedparser/
官网	http://grablib.org/
官网	https://github.com/hickford/MechanicalSoup
官网	https://github.com/scrapinghub/portia
官网	https://github.com/binux/pyspider
官网	https://github.com/jmcarp/robobrowser
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#网页内容提取
官网	https://github.com/vinta/Haul
官网	https://github.com/Alir3z4/html2text
官网	https://github.com/michaelhelmick/lassie
官网	https://github.com/coleifer/micawber
newspaper	http://hao.jobbole.com/python-newspaper/
官网	https://github.com/codelucas/newspaper
官网	https://github.com/erikriver/opengraph
python-goose	http://hao.jobbole.com/python-goose/
官网	https://github.com/grangier/python-goose
官网	https://github.com/buriy/python-readability
官网	https://github.com/Alir3z4/python-sanitize
官网	https://github.com/miso-belica/sumy
官网	https://github.com/deanmalmgren/textract
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#表单
官网	http://deform.readthedocs.org/en/latest/
官网	https://github.com/dyve/django-bootstrap3
官网	http://django-crispy-forms.readthedocs.org/en/latest/
官网	https://github.com/WiserTogether/django-remote-forms
官网	http://wtforms.readthedocs.org/en/latest/
官网	http://wtforms-json.readthedocs.org/en/latest/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#数据验证
官网	http://docs.python-cerberus.org/en/stable/
官网	http://docs.pylonsproject.org/projects/colander/en/latest/
官网	https://github.com/ambitioninc/kmatch
官网	https://github.com/keleshev/schema
官网	https://github.com/schematics/schematics
官网	https://github.com/podio/valideer
官网	https://github.com/alecthomas/voluptuous
JSON Schema	http://json-schema.org/
官网	https://github.com/Julian/jsonschema
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#反垃圾技术
官网	https://github.com/mbi/django-simple-captcha
官网	https://github.com/moqada/django-simple-spam-blocker
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#标记
官网	https://github.com/alex/django-taggit
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#管理面板
官网	https://github.com/ajenti/ajenti
官网	http://djangosuit.com/
官网	https://github.com/sshwsfc/django-xadmin
官网	https://github.com/flask-admin/flask-admin
官网	https://github.com/mher/flower
官网	http://grappelliproject.com/
官网	https://github.com/wooey/wooey
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#静态站点生成器
官网	http://blog.getpelican.com/
官网	https://github.com/koenbok/Cactus/
官网	http://hyde.github.io/
官网	https://www.getnikola.com/
官网	http://tinkerer.me/
官网	https://www.getlektor.com/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#进程
subprocess	https://docs.python.org/2/library/subprocess.html
官网	https://github.com/kennethreitz/envoy
官网	http://sarge.readthedocs.org/en/latest/
官网	https://github.com/amoffat/sh
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#并发和并行
官网	https://docs.python.org/2/library/multiprocessing.html
官网	https://docs.python.org/2/library/threading.html
官网	http://eventlet.net/
greenlet	https://github.com/python-greenlet/greenlet
官网	http://www.gevent.org/
官网	https://github.com/madisonmay/Tomorrow
官网	https://github.com/MagicStack/uvloop
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#网络
官网	https://docs.python.org/3/library/asyncio.html
Twisted	http://hao.jobbole.com/twisted/
官网	https://twistedmatrix.com/trac/
官网	https://github.com/quantmind/pulsar
官网	https://github.com/dieseldev/diesel
官网	http://zeromq.github.io/pyzmq/
官网	https://github.com/gaojiuli/toapi
官网	https://github.com/smira/txZMQ
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#websocket
asyncio	https://docs.python.org/3/library/asyncio.html
官网	https://github.com/crossbario/autobahn-python
官网	https://github.com/crossbario/crossbar/
官网	https://github.com/stephenmcd/django-socketio
官网	https://github.com/Lawouach/WebSocket-for-Python
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#wsgi-服务器
官网	https://pypi.python.org/pypi/gunicorn
官网	https://uwsgi-docs.readthedocs.org/en/latest/
bjoern	http://hao.jobbole.com/bjoern/
官网	https://pypi.python.org/pypi/bjoern
官网	http://www.fapws.org/
官网	https://pypi.python.org/pypi/meinheld
官网	https://github.com/hivesolutions/netius
官网	http://pythonpaste.org/
官网	https://pypi.python.org/pypi/rocket
官网	https://waitress.readthedocs.org/en/latest/
官网	http://werkzeug.pocoo.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#rpc-服务器
官网	https://github.com/joshmarshall/jsonrpclib/
官网	https://docs.python.org/2/library/simplexmlrpcserver.html
官网	https://github.com/0rpc/zerorpc-python
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#密码学
官网	https://cryptography.io/en/latest/
hashids	http://hashids.org/
官网	https://github.com/davidaurelio/hashids-python
官网	http://www.paramiko.org/
官网	https://pythonhosted.org/passlib/
官网	https://www.dlitz.net/software/pycrypto/
官网	https://github.com/pyca/pynacl
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#图形用户界面
ncurses	http://www.gnu.org/software/ncurses/
官网	https://docs.python.org/2/library/curses.html#module-curses
官网	https://github.com/nucleic/enaml
kivy	http://hao.jobbole.com/kivy/
官网	https://kivy.org/
官网	https://bitbucket.org/pyglet/pyglet/wiki/Home
Qt	http://www.qt.io/
官网	https://riverbankcomputing.com/software/pyqt/intro
Qt	http://www.qt.io/
官网	https://wiki.qt.io/PySide
官网	https://wiki.python.org/moin/TkInter
官网	https://github.com/pybee/toga
官网	http://urwid.org/
官网	http://wxpython.org/
官网	https://wiki.gnome.org/Projects/PyGObject
官网	https://github.com/zoofIO/flexx
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#游戏开发
官网	http://cocos2d.org/
官网	https://www.panda3d.org/
官网	http://www.pygame.org/news.html
官网	http://www.ogre3d.org/tikiwiki/PyOgre
官网	http://pyopengl.sourceforge.net/
官网	http://pysdl2.readthedocs.org/en/latest/
官网	https://www.renpy.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#日志
官网	https://docs.python.org/2/library/logging.html
官网	http://pythonhosted.org/Logbook/
官网	https://eliot.readthedocs.org/en/latest/
官网	http://raven.readthedocs.org/en/latest/
官网	https://pypi.python.org/pypi/sentry
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#测试
官网	https://docs.python.org/2/library/unittest.html
官网	https://nose.readthedocs.org/en/latest/
官网	https://github.com/benjamin-hodgson/Contexts
官网	https://github.com/DRMacIver/hypothesis
官网	http://nestorsalceda.github.io/mamba/
官网	https://github.com/asweigart/pyautogui
PyHamcrest	https://github.com/hamcrest/PyHamcrest
官网	https://github.com/drslump/pyshould
官网	http://pytest.org/latest/
官网	https://github.com/CleanCut/green
官网	http://heynemann.github.io/pyvows/
官网	https://github.com/robotframework/robotframework
Selenium	http://www.seleniumhq.org/
官网	https://pypi.python.org/pypi/selenium
官网	https://github.com/locustio/locust
官网	https://github.com/seatgeek/sixpack
官网	https://splinter.readthedocs.org/en/latest/
官网	https://docs.python.org/3/library/unittest.mock.html
官网	https://pypi.python.org/pypi/doublex
官网	https://github.com/spulec/freezegun
官网	https://github.com/patrys/httmock
官网	http://falcao.it/HTTPretty/
官网	https://github.com/getsentry/responses
官网	https://github.com/kevin1024/vcrpy
官网	https://github.com/rbarrois/factoryboy
官网	https://github.com/klen/mixer
官网	https://github.com/vandersonmota/modelmommy
官网	https://pypi.python.org/pypi/coverage
官网	https://codecov.io/
官网	http://www.joke2k.net/faker/
官网	https://github.com/emirozer/fake2db
官网	https://pypi.python.org/pypi/radar
官网	https://github.com/ajalt/fuckitpy
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#代码分析和-lint-工具
官网	http://coala-analyzer.org/
官网	https://github.com/scottrogowski/code2flow
官网	https://github.com/gak/pycallgraph
官网	https://github.com/yinwang0/pysonar2
官网	https://pypi.python.org/pypi/flake8
官网	https://www.pylint.org/
官网	https://github.com/google/yapf
官网	https://pylama.readthedocs.org/en/latest/
官网	https://github.com/hhatto/autopep8
官网	https://github.com/ambv/black
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#调试工具
pdb	https://docs.python.org/2/library/pdb.html
官网	https://pypi.python.org/pypi/ipdb
官网	https://pypi.python.org/pypi/pudb
官网	https://github.com/google/pyringe
官网	https://github.com/Kozea/wdb
官网	http://winpdb.org/
官网	https://github.com/django-debug-toolbar/django-debug-toolbar
官网	https://github.com/dcramer/django-devserver
官网	https://github.com/mgood/flask-debugtoolbar
官网	https://github.com/rkern/lineprofiler
Memory Profiler	http://hao.jobbole.com/memory_profiler/
官网	http://pypi.python.org/pypi/memory_profiler
内存	https://github.com/fabianp/memoryprofiler
官网	https://github.com/what-studio/profiling
官网	https://github.com/eliben/pyelftools
statsd	https://github.com/etsy/statsd/
官网	https://github.com/WoLpH/python-statsd
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#科学计算和数据分析
官网	http://www.astropy.org/
bcbio-nextgen	http://hao.jobbole.com/bcbio-nextgen/
官网	https://github.com/chapmanb/bcbio-nextgen
官网	https://github.com/chapmanb/bcbb
官网	http://biopython.org/wiki/MainPage
blaze	http://hao.jobbole.com/blaze/
官网	http://blaze.readthedocs.org/en/latest/index.html
cclib	http://hao.jobbole.com/cclib/
官网	http://cclib.github.io/
官网	https://networkx.github.io/
官网	http://neupy.com/pages/home.html
官网	http://numba.pydata.org/
NumPy	http://hao.jobbole.com/numpy/
官网	http://www.numpy.org/
官网	http://openbabel.org/wiki/MainPage
Open Mining	http://hao.jobbole.com/open-mining/
官网	https://github.com/mining/mining
orange	http://hao.jobbole.com/orange/
官网	http://orange.biolab.si/
官网	http://pandas.pydata.org/
官网	http://www.pydy.org/
PyMC	http://hao.jobbole.com/pymc/
官网	https://github.com/pymc-devs/pymc3
官网	http://www.rdkit.org/
SciPy	http://hao.jobbole.com/scipy/
官网	http://www.scipy.org/
statsmodels	http://hao.jobbole.com/statsmodels/
官网	https://github.com/statsmodels/statsmodels
官网	https://github.com/sympy/sympy
官网	https://github.com/quantopian/zipline
Bayesian-belief-networks	http://hao.jobbole.com/bayesian-belief-networks/
官网	https://github.com/eBay/bayesian-belief-networks
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#数据可视化
awesome-javascript	https://github.com/sorrycc/awesome-javascript#data-visualization
官网	http://matplotlib.org/
官网	https://github.com/bokeh/bokeh
官网	https://github.com/yhat/ggplot
官网	https://plot.ly/python/
官网	https://github.com/chenjiandongx/pyecharts
官网	http://www.pygal.org/en/latest/
官网	https://pypi.python.org/pypi/pygraphviz
官网	http://www.pyqtgraph.org/
官网	http://jiffyclub.github.io/snakeviz/
官网	https://github.com/wrobstory/vincent
官网	http://vispy.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#计算机视觉
官网	http://opencv.org/
官网	https://github.com/jflesch/pyocr
Google Tesseract OCR	https://github.com/tesseract-ocr
官网	https://github.com/madmaze/pytesseract
SimpleCV	http://hao.jobbole.com/simplecv/
官网	http://simplecv.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#机器学习
awesome-machine-learning	https://github.com/josephmisiti/awesome-machine-learning#python
Caffe	https://github.com/BVLC/caffe
官网	http://caffe.berkeleyvision.org
Caffe2	https://github.com/caffe2/caffe2/
官网	https://caffe2.ai/
官网	https://github.com/muricoca/crab
官网	https://github.com/piskvorky/gensim
官网	https://github.com/hannes-brt/hebel
keras	https://github.com/keras-team/keras
官网	https://keras.io/
MXNet	https://github.com/apache/incubator-mxnet
官网	http://mxnet.incubator.apache.org/
官网	https://github.com/numenta/nupic
官网	https://github.com/clips/pattern
PyBrain	http://hao.jobbole.com/pybrain/
官网	https://github.com/pybrain/pybrain
官网	https://github.com/andersbll/deeppy
Pylearn2	http://hao.jobbole.com/pylearn2/
Theano	https://github.com/Theano/Theano
官网	https://github.com/lisa-lab/pylearn2
python-recsys	http://hao.jobbole.com/python-recsys/
官网	https://github.com/ocelma/python-recsys
Pytorch	https://github.com/pytorch/pytorch
官网	http://pytorch.org/
官网	http://scikit-learn.org/
TensorFlow	https://github.com/tensorflow/tensorflow
官网	https://github.com/tensorflow/skflow
TensorFlow	https://github.com/tensorflow/tensorflow
官网	http://tensorflow.org/
官网	https://github.com/Theano/Theano
Vowpal Wabbit	https://github.com/JohnLangford/vowpalwabbit/
官网	https://github.com/josephreisinger/vowpalporpoise
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#mapreduce
dpark	http://hao.jobbole.com/dpark/
官网	https://github.com/douban/dpark
官网	https://github.com/klbostee/dumbo
官网	https://github.com/spotify/luigi
官网	https://github.com/Yelp/mrjob
官网	http://spark.apache.org/docs/latest/programming-guide.html
Apache Storm	http://storm.apache.org/
官网	https://github.com/Parsely/streamparse
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#函数式编程
官网	https://github.com/pytoolz/cytoolz/
官网	https://github.com/kachayev/fn.py
官网	https://github.com/Suor/funcy
官网	https://github.com/pytoolz/toolz
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#第三方-api
List of Python API Wrappers and Libraries	https://github.com/realpython/list-of-python-api-wrappers
官网	https://libcloud.apache.org/
官网	https://github.com/boto/boto
官网	https://github.com/sunlightlabs/django-wordpress/
官网	https://github.com/mobolic/facebook-sdk
官网	https://github.com/jgorset/facepy
官网	https://github.com/charlierguo/gmail
官网	https://github.com/google/google-api-python-client
官网	https://github.com/burnash/gspread
官网	https://github.com/ryanmcgrath/twython
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#devops-工具
官网	https://github.com/ansible/ansible
官网	https://github.com/saltstack/salt
官网	http://www.openstack.org/
官网	https://docs.docker.com/compose/
官网	http://www.fabfile.org/
官网	https://github.com/sebastien/cuisine
官网	https://github.com/ronnix/fabtools
官网	https://bitbucket.org/haard/gitapi
官网	https://bitbucket.org/haard/hgapi
Foreman	https://github.com/ddollar/foreman
Procfile	https://devcenter.heroku.com/articles/procfile
官网	https://github.com/nickstenning/honcho
官网	https://github.com/pexpect/pexpect
官网	https://github.com/giampaolo/psutil
官网	https://github.com/Supervisor/supervisor
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#任务调度
官网	http://apscheduler.readthedocs.org/en/latest/
官网	https://github.com/thauber/django-schedule
官网	http://pydoit.org/
官网	https://github.com/gunnery/gunnery
官网	http://pythonhosted.org/joblib/index.html
官网	https://github.com/fengsp/plan
官网	https://github.com/dbader/schedule
官网	https://github.com/knipknap/SpiffWorkflow
官网	http://docs.openstack.org/developer/taskflow/
官方	https://airflow.incubator.apache.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#外来函数接口
官网	https://pypi.python.org/pypi/cffi
ctypes	http://hao.jobbole.com/ctypes/
官网	https://docs.python.org/2/library/ctypes.html
官网	https://mathema.tician.de/software/pycuda/
官网	http://www.swig.org/Doc1.3/Python.html
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#高性能
官网	http://cython.org/
官网	https://github.com/Maratyszcza/PeachPy
官网	http://pypy.org/
Pyston	http://hao.jobbole.com/pyston-llvm-jit/
官网	https://github.com/dropbox/pyston
官网	https://bitbucket.org/stackless-dev/stackless/overview
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#微软的-windows-平台
官网	http://python-xy.github.io/
官网	http://www.lfd.uci.edu/~gohlke/pythonlibs/
官网	https://github.com/pythonnet/pythonnet
官网	https://sourceforge.net/projects/pywin32/
官网	https://winpython.github.io/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#网络可视化和-sdn
官网	http://mininet.org/
官网	https://github.com/noxrepo/pox
官网	http://frenetic-lang.org/pyretic/
官网	https://github.com/sdn-ixp/internet2award
官网	http://ryu.readthedocs.io/en/latest/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#硬件
Arduino	https://www.arduino.cc/
官网	http://inotool.org/
官网	http://pyrorobotics.com/
官网	https://github.com/SavinaRoja/PyUserInput
官网	https://github.com/secdev/scapy
官网	https://wifi.readthedocs.org/en/latest/
官网	http://www.pingo.io/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#兼容性
官网	http://python-future.org/index.html
官网	https://github.com/mitsuhiko/python-modernize
官网	https://pypi.python.org/pypi/six
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#杂项
官网	https://github.com/jek/blinker
官网	https://github.com/pallets/itsdangerous
官网	https://github.com/mitsuhiko/pluginbase
官网	https://github.com/PacketPerception/pychievements
Tryton	http://hao.jobbole.com/tryton/
官网	http://www.tryton.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#算法和设计模式
algorithms	http://hao.jobbole.com/algorithms/
官网	https://github.com/nryoung/algorithms
官网	https://github.com/faif/python-patterns
官网	http://www.grantjenks.com/docs/sortedcontainers/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#编辑器插件
官网	https://github.com/jorgenschaefer/elpy
官网	https://github.com/srusskih/SublimeJEDI
官网	https://github.com/DamnWidget/anaconda
YouCompleteMe	http://hao.jobbole.com/youcompleteme/
Jedi	https://github.com/davidhalter/jedi
官网	https://github.com/Valloric/YouCompleteMe
官网	https://github.com/davidhalter/jedi-vim
官网	https://github.com/klen/python-mode
官网	https://github.com/Microsoft/PTVS
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#集成开发环境
官网	https://www.jetbrains.com/pycharm/
官网	http://www.liclipse.com/
官网	https://github.com/spyder-ide/spyder
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#自动聊天工具
官网	http://errbot.io/en/latest/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#服务
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#金融数据
官网	http://tushare.org
官网	https://www.ta-lib.org/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#持续集成
awesome-CIandCD	https://github.com/ciandcd/awesome-ciandcd#online-build-system
私人	https://travis-ci.com/
官网	https://travis-ci.org/
官网	https://circleci.com/
官网	https://vexor.io/
官网	http://wercker.com/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#代码质量
官网	https://www.codacy.com/
官网	https://www.quantifiedcode.com/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#资源
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#网站
r/Python	https://www.reddit.com/r/python
CoolGithubProjects	https://www.coolgithubprojects.com/
Django Packages	https://www.djangopackages.com/
Full Stack Python	http://www.fullstackpython.com/
Python 3 Wall of Superpowers	http://python3wos.appspot.com/
Python Hackers	http://pythonhackers.com/open-source/
Python ZEEF	https://python.zeef.com/alan.richmond
Trending Python repositories on GitHub today	https://github.com/trending?l=python
PyPI Ranking	http://pypi-ranking.info/alltime
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#周刊
Import Python Newsletter	http://importpython.com/newsletter/
Pycoder's Weekly	http://pycoders.com/
Python Weekly	http://www.pythonweekly.com/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#twitter
@codetengu	https://twitter.com/codetengu
@getpy	https://twitter.com/getpy
@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
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#学习指南
Scipy-lecture-notes	http://hao.jobbole.com/scipy-lecture-notes/
官网	https://github.com/scipy-lectures/scipy-lecture-notes
SScientific-python-lectures	http://hao.jobbole.com/scientific-python-lectures/
官网	https://github.com/jrjohansson/scientific-python-lectures
Mario-Level-1	http://hao.jobbole.com/mario-level-1/
官网	https://github.com/justinmeister/Mario-Level-1
Python Koans	http://hao.jobbole.com/python-koans/
官网	https://github.com/gregmalcolm/python_koans
Minecraft	http://hao.jobbole.com/minecraft-python/
官网	https://github.com/fogleman/Minecraft
pycrumbs	http://hao.jobbole.com/python-pycrumbs/
官网	https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md
python-patterns	http://hao.jobbole.com/python-patterns/
官网	https://github.com/faif/python-patterns
Projects	http://hao.jobbole.com/python-projects/
官网	https://github.com/karan/Projects
The Hitchhiker’s Guide to Python	http://hao.jobbole.com/the-hitchhikers-guide-to-python/
官网	http://docs.python-guide.org/en/latest/
Code Like a Pythonista: Idiomatic Python	http://top.jobbole.com/18767/
官网	http://python.net/~goodger/projects/pycon/2007/idiomatic/handout.html
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#知名网站
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#中文站点
官网	http://python.jobbole.com/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#英文站点
值得关注的 10 个 Python 英文博客	http://python.jobbole.com/81730/
	https://patch-diff.githubusercontent.com/hexj/awesome-python-cn#微博微信公众号
@Python开发者	http://weibo.com/u/5305630013
	https://camo.githubusercontent.com/f8d2a5c7c8745fb9236b8c4867bd14e8d3b28322761efa3ddf469e648ce057ab/687474703a2f2f7777332e73696e61696d672e636e2f736d616c6c2f36333931383631316777316570623263626d36636d6a3230343630343677656b2e6a7067
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