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blackhttps://github.com/python/black
isorthttps://github.com/timothycrosley/isort
yapfhttps://github.com/google/yapf
awesome-python-typinghttps://github.com/typeddjango/awesome-python-typing
mypyhttp://mypy-lang.org/
pyre-checkhttps://github.com/facebook/pyre-check
typeshedhttps://github.com/python/typeshed
MonkeyTypehttps://github.com/Instagram/MonkeyType
pyannotatehttps://github.com/dropbox/pyannotate
pytypehttps://github.com/google/pytype
https://github.com/szyangming/awesome-python#command-line-interface-development
cementhttp://builtoncement.com/
clickhttp://click.pocoo.org/dev/
cliffhttps://docs.openstack.org/developer/cliff/
docopthttp://docopt.org/
python-firehttps://github.com/google/python-fire
python-prompt-toolkithttps://github.com/jonathanslenders/python-prompt-toolkit
alive-progresshttps://github.com/rsalmei/alive-progress
asciimaticshttps://github.com/peterbrittain/asciimatics
bashplotlibhttps://github.com/glamp/bashplotlib
coloramahttps://pypi.org/project/colorama/
richhttps://github.com/willmcgugan/rich
tqdmhttps://github.com/tqdm/tqdm
https://github.com/szyangming/awesome-python#command-line-tools
copierhttps://github.com/pykong/copier
cookiecutterhttps://github.com/audreyr/cookiecutter
doitlivehttps://github.com/sloria/doitlive
howdoihttps://github.com/gleitz/howdoi
Invokehttps://github.com/pyinvoke/invoke#readme
PathPickerhttps://github.com/facebook/PathPicker
percolhttps://github.com/mooz/percol
thefuckhttps://github.com/nvbn/thefuck
tmuxphttps://github.com/tony/tmuxp
tmuxhttps://github.com/tmux/tmux
tryhttps://github.com/timofurrer/try
httpiehttps://github.com/jakubroztocil/httpie
iredishttps://github.com/laixintao/iredis
kube-shellhttps://github.com/cloudnativelabs/kube-shell
liteclihttps://github.com/dbcli/litecli
myclihttps://github.com/dbcli/mycli
pgclihttps://github.com/dbcli/pgcli
sawshttps://github.com/donnemartin/saws
aws-clihttps://github.com/aws/aws-cli
https://github.com/szyangming/awesome-python#compatibility
python-futurehttp://python-future.org/index.html
modernizehttps://github.com/PyCQA/modernize
sixhttps://pypi.org/project/six/
https://github.com/szyangming/awesome-python#computer-vision
EasyOCRhttps://github.com/JaidedAI/EasyOCR
Face Recognitionhttps://github.com/ageitgey/face_recognition
Korniahttps://github.com/kornia/kornia/
OpenCVhttps://opencv.org/
pytesseracthttps://github.com/madmaze/pytesseract
Google Tesseract OCRhttps://github.com/tesseract-ocr
SimpleCVhttps://github.com/sightmachine/SimpleCV
tesserocrhttps://github.com/sirfz/tesserocr
https://github.com/szyangming/awesome-python#concurrency-and-parallelism
awesome-asynciohttps://github.com/timofurrer/awesome-asyncio
concurrent.futureshttps://docs.python.org/3/library/concurrent.futures.html
eventlethttp://eventlet.net/
geventhttp://www.gevent.org/
greenlethttps://github.com/python-greenlet/greenlet
multiprocessinghttps://docs.python.org/3/library/multiprocessing.html
scoophttps://github.com/soravux/scoop
uvloophttps://github.com/MagicStack/uvloop
https://github.com/szyangming/awesome-python#configuration
configobjhttps://github.com/DiffSK/configobj
configparserhttps://docs.python.org/3/library/configparser.html
hydrahttps://github.com/facebookresearch/hydra
profighttps://profig.readthedocs.io/en/latest/
python-decouplehttps://github.com/henriquebastos/python-decouple
https://github.com/szyangming/awesome-python#cryptography
cryptographyhttps://cryptography.io/en/latest/
paramikohttps://github.com/paramiko/paramiko
passlibhttps://passlib.readthedocs.io/en/stable/
pynaclhttps://github.com/pyca/pynacl
https://github.com/szyangming/awesome-python#data-analysis
AWS Data Wranglerhttps://github.com/awslabs/aws-data-wrangler
Blazehttps://github.com/blaze/blaze
Open Mininghttps://github.com/mining/mining
Optimushttps://github.com/ironmussa/Optimus
Orangehttps://orange.biolab.si/
Pandashttp://pandas.pydata.org/
https://github.com/szyangming/awesome-python#data-validation
Cerberushttps://github.com/pyeve/cerberus
colanderhttps://docs.pylonsproject.org/projects/colander/en/latest/
jsonschemahttps://github.com/Julian/jsonschema
JSON Schemahttp://json-schema.org/
schemahttps://github.com/keleshev/schema
Schematicshttps://github.com/schematics/schematics
valideerhttps://github.com/podio/valideer
voluptuoushttps://github.com/alecthomas/voluptuous
https://github.com/szyangming/awesome-python#data-visualization
awesome-javascripthttps://github.com/sorrycc/awesome-javascript#data-visualization
Altairhttps://github.com/altair-viz/altair
Bokehhttps://github.com/bokeh/bokeh
bqplothttps://github.com/bloomberg/bqplot
Cartopyhttps://github.com/SciTools/cartopy
Dashhttps://plot.ly/products/dash/
awesome-dashhttps://github.com/Acrotrend/awesome-dash
diagramshttps://github.com/mingrammer/diagrams
Matplotlibhttp://matplotlib.org/
plotninehttps://github.com/has2k1/plotnine
Pygalhttp://www.pygal.org/en/latest/
PyGraphvizhttps://pypi.org/project/pygraphviz/
Graphvizhttp://www.graphviz.org/
PyQtGraphhttp://www.pyqtgraph.org/
Seabornhttps://github.com/mwaskom/seaborn
VisPyhttps://github.com/vispy/vispy
https://github.com/szyangming/awesome-python#database
pickleDBhttps://github.com/patx/pickledb
tinydbhttps://github.com/msiemens/tinydb
ZODBhttps://github.com/zopefoundation/ZODB
https://github.com/szyangming/awesome-python#database-drivers
awesome-mysqlhttp://shlomi-noach.github.io/awesome-mysql/
mysqlclienthttps://github.com/PyMySQL/mysqlclient-python
mysql-pythonhttps://sourceforge.net/projects/mysql-python/
PyMySQLhttps://github.com/PyMySQL/PyMySQL
awesome-postgreshttps://github.com/dhamaniasad/awesome-postgres
psycopg2http://initd.org/psycopg/
querieshttps://github.com/gmr/queries
awesome-sqlitehttps://github.com/planetopendata/awesome-sqlite
sqlite3https://docs.python.org/3/library/sqlite3.html
SuperSQLitehttps://github.com/plasticityai/supersqlite
apswhttps://github.com/rogerbinns/apsw
pymssqlhttps://pymssql.readthedocs.io/en/latest/
clickhouse-driverhttps://github.com/mymarilyn/clickhouse-driver
cassandra-driverhttps://github.com/datastax/python-driver
happybasehttps://github.com/wbolster/happybase
kafka-pythonhttps://github.com/dpkp/kafka-python
py2neohttps://py2neo.org/
pymongohttps://github.com/mongodb/mongo-python-driver
redis-pyhttps://github.com/andymccurdy/redis-py
motorhttps://github.com/mongodb/motor
https://github.com/szyangming/awesome-python#date-and-time
Arrowhttps://arrow.readthedocs.io/en/latest/
Chronykhttps://github.com/KoffeinFlummi/Chronyk
dateutilhttps://github.com/dateutil/dateutil
datetimehttps://docs.python.org/3/library/datetime.html
deloreanhttps://github.com/myusuf3/delorean/
mayahttps://github.com/timofurrer/maya
momenthttps://github.com/zachwill/moment
Moment.jshttp://momentjs.com/
Pendulumhttps://github.com/sdispater/pendulum
PyTimehttps://github.com/shinux/PyTime
pytzhttps://launchpad.net/pytz
tz databasehttps://en.wikipedia.org/wiki/Tz_database
when.pyhttps://github.com/dirn/When.py
https://github.com/szyangming/awesome-python#debugging-tools
ipdbhttps://github.com/gotcha/ipdb
pdbhttps://docs.python.org/3/library/pdb.html
pdb++https://github.com/antocuni/pdb
pudbhttps://github.com/inducer/pudb
wdbhttps://github.com/Kozea/wdb
lptracehttps://github.com/khamidou/lptrace
stracehttp://man7.org/linux/man-pages/man1/strace.1.html
manholehttps://github.com/ionelmc/python-manhole
pyringehttps://github.com/google/pyringe
python-hunterhttps://github.com/ionelmc/python-hunter
line_profilerhttps://github.com/rkern/line_profiler
memory_profilerhttps://github.com/fabianp/memory_profiler
py-spyhttps://github.com/benfred/py-spy
pyflamehttps://github.com/uber/pyflame
vprofhttps://github.com/nvdv/vprof
django-debug-toolbarhttps://github.com/jazzband/django-debug-toolbar
django-devserverhttps://github.com/dcramer/django-devserver
flask-debugtoolbarhttps://github.com/mgood/flask-debugtoolbar
icecreamhttps://github.com/gruns/icecream
pyelftoolshttps://github.com/eliben/pyelftools
https://github.com/szyangming/awesome-python#deep-learning
awesome-deep-learninghttps://github.com/ChristosChristofidis/awesome-deep-learning
caffehttps://github.com/BVLC/caffe
kerashttps://github.com/keras-team/keras
mxnethttps://github.com/dmlc/mxnet
pytorchhttps://github.com/pytorch/pytorch
SerpentAIhttps://github.com/SerpentAI/SerpentAI
tensorflowhttps://github.com/tensorflow/tensorflow
Theanohttps://github.com/Theano/Theano
https://github.com/szyangming/awesome-python#devops-tools
ansiblehttps://github.com/ansible/ansible
cloudinithttps://cloudinit.readthedocs.io/en/latest/
OpenStackhttps://www.openstack.org/
pyinfrahttps://github.com/Fizzadar/pyinfra
saltstackhttps://github.com/saltstack/salt
cuisinehttps://github.com/sebastien/cuisine
fabrichttps://github.com/fabric/fabric
fabtoolshttps://github.com/fabtools/fabtools
honchohttps://github.com/nickstenning/honcho
Foremanhttps://github.com/ddollar/foreman
supervisorhttps://github.com/Supervisor/supervisor
psutilhttps://github.com/giampaolo/psutil
BorgBackuphttps://www.borgbackup.org/
docker-composehttps://docs.docker.com/compose/
Dockerhttps://www.docker.com/
https://github.com/szyangming/awesome-python#distributed-computing
daskhttps://github.com/dask/dask
luigihttps://github.com/spotify/luigi
mrjobhttps://github.com/Yelp/mrjob
PySparkhttps://pypi.org/project/pyspark/
Apache Sparkhttps://spark.apache.org/
Rayhttps://github.com/ray-project/ray/
fausthttps://github.com/robinhood/faust
Kafka Streamshttps://kafka.apache.org/documentation/streams/
streamparsehttps://github.com/Parsely/streamparse
Apache Stormhttp://storm.apache.org/
https://github.com/szyangming/awesome-python#distribution
dh-virtualenvhttps://github.com/spotify/dh-virtualenv
Nuitkahttp://nuitka.net/
py2apphttp://pythonhosted.org/py2app/
py2exehttp://www.py2exe.org/
pyarmorhttps://github.com/dashingsoft/pyarmor
PyInstallerhttps://github.com/pyinstaller/pyinstaller
pynsisthttp://pynsist.readthedocs.io/en/latest/
shivhttps://github.com/linkedin/shiv
https://github.com/szyangming/awesome-python#documentation
sphinxhttps://github.com/sphinx-doc/sphinx/
awesome-sphinxdochttps://github.com/yoloseem/awesome-sphinxdoc
pdochttps://github.com/mitmproxy/pdoc
pyccohttps://github.com/pycco-docs/pycco
https://github.com/szyangming/awesome-python#downloader
aksharehttps://github.com/jindaxiang/akshare
s3cmdhttps://github.com/s3tools/s3cmd
s4cmdhttps://github.com/bloomreach/s4cmd
you-gethttps://you-get.org/
youtube-dlhttps://rg3.github.io/youtube-dl/
https://github.com/szyangming/awesome-python#e-commerce
alipayhttps://github.com/lxneng/alipay
Cartridgehttps://github.com/stephenmcd/cartridge
django-oscarhttp://oscarcommerce.com/
django-shophttps://github.com/awesto/django-shop
forex-pythonhttps://github.com/MicroPyramid/forex-python
merchanthttps://github.com/agiliq/merchant
moneyhttps://github.com/carlospalol/money
python-currencieshttps://github.com/Alir3z4/python-currencies
saleorhttp://getsaleor.com/
shoophttps://www.shuup.com/en/
https://github.com/szyangming/awesome-python#editor-plugins-and-ides
elpyhttps://github.com/jorgenschaefer/elpy
anacondahttps://github.com/DamnWidget/anaconda
SublimeJEDIhttps://github.com/srusskih/SublimeJEDI
jedi-vimhttps://github.com/davidhalter/jedi-vim
python-modehttps://github.com/python-mode/python-mode
YouCompleteMehttps://github.com/Valloric/YouCompleteMe
Jedihttps://github.com/davidhalter/jedi
PTVShttps://github.com/Microsoft/PTVS
Pythonhttps://marketplace.visualstudio.com/items?itemName=ms-python.python
PyCharmhttps://www.jetbrains.com/pycharm/
spyderhttps://github.com/spyder-ide/spyder
https://github.com/szyangming/awesome-python#email
modoboahttps://github.com/modoboa/modoboa
salmonhttps://github.com/moggers87/salmon
imboxhttps://github.com/martinrusev/imbox
yagmailhttps://github.com/kootenpv/yagmail
flankerhttps://github.com/mailgun/flanker
mailerhttps://github.com/marrow/mailer
https://github.com/szyangming/awesome-python#enterprise-application-integrations
Zatohttps://zato.io
https://github.com/szyangming/awesome-python#environment-management
pyenvhttps://github.com/pyenv/pyenv
virtualenvhttps://github.com/pypa/virtualenv
https://github.com/szyangming/awesome-python#files
mimetypeshttps://docs.python.org/3/library/mimetypes.html
path.pyhttps://github.com/jaraco/path.py
os.pathhttps://docs.python.org/3/library/os.path.html
pathlibhttps://docs.python.org/3/library/pathlib.html
PyFilesystem2https://github.com/pyfilesystem/pyfilesystem2
python-magichttps://github.com/ahupp/python-magic
Unipathhttps://github.com/mikeorr/Unipath
watchdoghttps://github.com/gorakhargosh/watchdog
https://github.com/szyangming/awesome-python#foreign-function-interface
cffihttps://pypi.org/project/cffi/
ctypeshttps://docs.python.org/3/library/ctypes.html
PyCUDAhttps://mathema.tician.de/software/pycuda/
SWIGhttp://www.swig.org/Doc1.3/Python.html
https://github.com/szyangming/awesome-python#forms
Deformhttps://github.com/Pylons/deform
django-bootstrap3https://github.com/dyve/django-bootstrap3
django-bootstrap4https://github.com/zostera/django-bootstrap4
django-crispy-formshttps://github.com/django-crispy-forms/django-crispy-forms
django-remote-formshttps://github.com/WiserTogether/django-remote-forms
WTFormshttps://github.com/wtforms/wtforms
https://github.com/szyangming/awesome-python#functional-programming
Coconuthttps://github.com/evhub/coconut
CyToolzhttps://github.com/pytoolz/cytoolz/
fn.pyhttps://github.com/kachayev/fn.py
funcyhttps://github.com/Suor/funcy
more-itertoolshttps://github.com/erikrose/more-itertools
returnshttps://github.com/dry-python/returns
Toolzhttps://github.com/pytoolz/toolz
https://github.com/szyangming/awesome-python#gui-development
curseshttps://docs.python.org/3/library/curses.html
ncurseshttp://www.gnu.org/software/ncurses/
Eelhttps://github.com/ChrisKnott/Eel
enamlhttps://github.com/nucleic/enaml
Flexxhttps://github.com/zoofIO/flexx
Gooeyhttps://github.com/chriskiehl/Gooey
kivyhttps://kivy.org/
pyglethttps://github.com/pyglet/pyglet
PyGObjecthttps://wiki.gnome.org/Projects/PyGObject
PyQthttps://riverbankcomputing.com/software/pyqt/intro
Qthttps://www.qt.io/
PySimpleGUIhttps://github.com/PySimpleGUI/PySimpleGUI
pywebviewhttps://github.com/r0x0r/pywebview/
Tkinterhttps://wiki.python.org/moin/TkInter
Togahttps://github.com/pybee/toga
urwidhttp://urwid.org/
wxPythonhttps://wxpython.org/
DearPyGuihttps://github.com/RaylockLLC/DearPyGui/
https://github.com/szyangming/awesome-python#graphql
graphenehttps://github.com/graphql-python/graphene/
tartiflette-aiohttphttps://github.com/tartiflette/tartiflette-aiohttp/
tartiflette-asgihttps://github.com/tartiflette/tartiflette-asgi/
tartiflettehttps://tartiflette.io
https://github.com/szyangming/awesome-python#game-development
Arcadehttps://arcade.academy/index.html
Cocos2dhttp://cocos2d.org/
Harfang3Dhttp://www.harfang3d.com
Panda3Dhttps://www.panda3d.org/
Pygamehttp://www.pygame.org/news.html
PyOgrehttp://www.ogre3d.org/tikiwiki/PyOgre
PyOpenGLhttp://pyopengl.sourceforge.net/
PySDL2https://pysdl2.readthedocs.io
RenPyhttps://www.renpy.org/
https://github.com/szyangming/awesome-python#geolocation
django-countrieshttps://github.com/SmileyChris/django-countries
GeoDjangohttps://docs.djangoproject.com/en/dev/ref/contrib/gis/
GeoIPhttps://github.com/maxmind/geoip-api-python
geojsonhttps://github.com/frewsxcv/python-geojson
geopyhttps://github.com/geopy/geopy
https://github.com/szyangming/awesome-python#html-manipulation
BeautifulSouphttps://www.crummy.com/software/BeautifulSoup/bs4/doc/
bleachhttps://github.com/mozilla/bleach
cssutilshttps://pypi.org/project/cssutils/
html5libhttps://github.com/html5lib/html5lib-python
lxmlhttp://lxml.de/
MarkupSafehttps://github.com/pallets/markupsafe
pyqueryhttps://github.com/gawel/pyquery
untanglehttps://github.com/stchris/untangle
WeasyPrinthttp://weasyprint.org
xmldatasethttps://xmldataset.readthedocs.io/en/latest/
xmltodicthttps://github.com/martinblech/xmltodict
https://github.com/szyangming/awesome-python#http-clients
grequestshttps://github.com/spyoungtech/grequests
httplib2https://github.com/httplib2/httplib2
httpxhttps://github.com/encode/httpx
requestshttps://github.com/psf/requests
treqhttps://github.com/twisted/treq
urllib3https://github.com/shazow/urllib3
https://github.com/szyangming/awesome-python#hardware
inohttp://inotool.org/
Arduinohttps://www.arduino.cc/
keyboardhttps://github.com/boppreh/keyboard
mousehttps://github.com/boppreh/mouse
Pingohttp://www.pingo.io/
PyUserInputhttps://github.com/SavinaRoja/PyUserInput
scapyhttps://github.com/secdev/scapy
https://github.com/szyangming/awesome-python#image-processing
hmaphttps://github.com/rossgoodwin/hmap
imgSeekhttps://sourceforge.net/projects/imgseek/
nude.pyhttps://github.com/hhatto/nude.py
paganhttps://github.com/daboth/pagan
pillowhttps://github.com/python-pillow/Pillow
PILhttp://www.pythonware.com/products/pil/
python-barcodehttps://github.com/WhyNotHugo/python-barcode
pygramhttps://github.com/ajkumar25/pygram
PyMattinghttp://github.com/pymatting/pymatting
python-qrcodehttps://github.com/lincolnloop/python-qrcode
pywalhttps://github.com/dylanaraps/pywal
pyvipshttps://github.com/libvips/pyvips
Quadshttps://github.com/fogleman/Quads
scikit-imagehttp://scikit-image.org/
thumborhttps://github.com/thumbor/thumbor
wandhttps://github.com/dahlia/wand
MagickWandhttp://www.imagemagick.org/script/magick-wand.php
https://github.com/szyangming/awesome-python#implementations
CLPythonhttps://github.com/metawilm/cl-python
CPythonhttps://github.com/python/cpython
Cythonhttp://cython.org/
Grumpyhttps://github.com/google/grumpy
IronPythonhttps://github.com/IronLanguages/ironpython3
Jythonhttps://hg.python.org/jython
MicroPythonhttps://github.com/micropython/micropython
Numbahttp://numba.pydata.org/
PeachPyhttps://github.com/Maratyszcza/PeachPy
Pyjionhttps://github.com/Microsoft/Pyjion
PyPyhttps://foss.heptapod.net/pypy/pypy
Pystonhttps://github.com/dropbox/pyston
Stackless Pythonhttps://github.com/stackless-dev/stackless
https://github.com/szyangming/awesome-python#interactive-interpreter
bpythonhttps://github.com/bpython/bpython
Jupyter Notebook (IPython)https://jupyter.org
awesome-jupyterhttps://github.com/markusschanta/awesome-jupyter
ptpythonhttps://github.com/jonathanslenders/ptpython
python-prompt-toolkithttps://github.com/jonathanslenders/python-prompt-toolkit
https://github.com/szyangming/awesome-python#internationalization
Babelhttp://babel.pocoo.org/en/latest/
PyICUhttps://github.com/ovalhub/pyicu
ICUhttp://site.icu-project.org/
https://github.com/szyangming/awesome-python#job-scheduler
Airflowhttps://airflow.apache.org/
APSchedulerhttp://apscheduler.readthedocs.io/en/latest/
django-schedulehttps://github.com/thauber/django-schedule
doithttp://pydoit.org/
gunneryhttps://github.com/gunnery/gunnery
Joblibhttps://joblib.readthedocs.io/
Planhttps://github.com/fengsp/plan
Prefecthttps://github.com/PrefectHQ/prefect
schedulehttps://github.com/dbader/schedule
Spiffhttps://github.com/knipknap/SpiffWorkflow
TaskFlowhttps://docs.openstack.org/developer/taskflow/
https://github.com/szyangming/awesome-python#logging
logbookhttp://logbook.readthedocs.io/en/stable/
logginghttps://docs.python.org/3/library/logging.html
loguruhttps://github.com/Delgan/loguru
sentry-pythonhttps://github.com/getsentry/sentry-python
structloghttps://www.structlog.org/en/stable/
https://github.com/szyangming/awesome-python#machine-learning
awesome-machine-learninghttps://github.com/josephmisiti/awesome-machine-learning#python
gymhttps://github.com/openai/gym
H2Ohttps://github.com/h2oai/h2o-3
Metricshttps://github.com/benhamner/Metrics
NuPIChttps://github.com/numenta/nupic
scikit-learnhttp://scikit-learn.org/
Spark MLhttp://spark.apache.org/docs/latest/ml-guide.html
Apache Sparkhttp://spark.apache.org/
vowpal_porpoisehttps://github.com/josephreisinger/vowpal_porpoise
Vowpal Wabbithttps://github.com/JohnLangford/vowpal_wabbit/
xgboosthttps://github.com/dmlc/xgboost
MindsDBhttps://github.com/mindsdb/mindsdb
https://github.com/szyangming/awesome-python#microsoft-windows
Python(x,y)http://python-xy.github.io/
pythonlibshttp://www.lfd.uci.edu/~gohlke/pythonlibs/
PythonNethttps://github.com/pythonnet/pythonnet
PyWin32https://github.com/mhammond/pywin32
WinPythonhttps://winpython.github.io/
https://github.com/szyangming/awesome-python#miscellaneous
blinkerhttps://github.com/jek/blinker
boltonshttps://github.com/mahmoud/boltons
itsdangeroushttps://github.com/pallets/itsdangerous
magentahttps://github.com/magenta/magenta
pluginbasehttps://github.com/mitsuhiko/pluginbase
trytonhttp://www.tryton.org/
https://github.com/szyangming/awesome-python#natural-language-processing
gensimhttps://github.com/RaRe-Technologies/gensim
langid.pyhttps://github.com/saffsd/langid.py
nltkhttp://www.nltk.org/
patternhttps://github.com/clips/pattern
polyglothttps://github.com/aboSamoor/polyglot
pytexthttps://github.com/facebookresearch/pytext
PyTorch-NLPhttps://github.com/PetrochukM/PyTorch-NLP
spacyhttps://spacy.io/
Stanzahttps://github.com/stanfordnlp/stanza
funNLPhttps://github.com/fighting41love/funNLP
jiebahttps://github.com/fxsjy/jieba
pkuseg-pythonhttps://github.com/lancopku/pkuseg-python
snownlphttps://github.com/isnowfy/snownlp
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mininethttps://github.com/mininet/mininet
napalmhttps://github.com/napalm-automation/napalm
poxhttps://github.com/noxrepo/pox
https://github.com/szyangming/awesome-python#news-feed
django-activity-streamhttps://github.com/justquick/django-activity-stream
Stream Frameworkhttps://github.com/tschellenbach/Stream-Framework
https://github.com/szyangming/awesome-python#orm
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datasethttps://github.com/pudo/dataset
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mongoenginehttps://github.com/MongoEngine/mongoengine
PynamoDBhttps://github.com/pynamodb/PynamoDB
Amazon DynamoDBhttps://aws.amazon.com/dynamodb/
rediscohttps://github.com/kiddouk/redisco
https://github.com/szyangming/awesome-python#package-management
piphttps://pip.pypa.io/en/stable/
pip-toolshttps://github.com/jazzband/pip-tools
PyPIhttps://pypi.org/
condahttps://github.com/conda/conda/
poetryhttps://github.com/sdispater/poetry
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bandersnatchhttps://github.com/pypa/bandersnatch/
devpihttps://github.com/devpi/devpi
localshophttps://github.com/jazzband/localshop
warehousehttps://github.com/pypa/warehouse
https://github.com/szyangming/awesome-python#penetration-testing
fsocietyhttps://github.com/Manisso/fsociety
setoolkithttps://github.com/trustedsec/social-engineer-toolkit
sqlmaphttps://github.com/sqlmapproject/sqlmap
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django-guardianhttps://github.com/django-guardian/django-guardian
django-ruleshttps://github.com/dfunckt/django-rules
https://github.com/szyangming/awesome-python#processes
delegator.pyhttps://github.com/amitt001/delegator.py
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sargehttps://sarge.readthedocs.io/en/latest/
shhttps://github.com/amoffat/sh
https://github.com/szyangming/awesome-python#recommender-systems
annoyhttps://github.com/spotify/annoy
fastFMhttps://github.com/ibayer/fastFM
implicithttps://github.com/benfred/implicit
libffmhttps://github.com/guestwalk/libffm
lightfmhttps://github.com/lyst/lightfm
spotlighthttps://github.com/maciejkula/spotlight
Surprisehttps://github.com/NicolasHug/Surprise
tensorrechttps://github.com/jfkirk/tensorrec
https://github.com/szyangming/awesome-python#refactoring
Bicycle Repair Manhttp://bicyclerepair.sourceforge.net/
Bowlerhttps://pybowler.io/
Ropehttps://github.com/python-rope/rope
https://github.com/szyangming/awesome-python#restful-api
django-rest-frameworkhttp://www.django-rest-framework.org/
django-tastypiehttp://tastypieapi.org/
evehttps://github.com/pyeve/eve
flask-apihttps://github.com/flask-api/flask-api
flask-restfulhttps://github.com/flask-restful/flask-restful
cornicehttps://github.com/Cornices/cornice
apistarhttps://github.com/encode/apistar
falconhttps://github.com/falconry/falcon
fastapihttps://github.com/tiangolo/fastapi
hughttps://github.com/hugapi/hug
sandman2https://github.com/jeffknupp/sandman2
sanichttps://github.com/huge-success/sanic
viborahttps://vibora.io/
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PythonRoboticshttps://github.com/AtsushiSakai/PythonRobotics
rospyhttp://wiki.ros.org/rospy
https://github.com/szyangming/awesome-python#rpc-servers
RPyChttps://github.com/tomerfiliba/rpyc
zeroRPChttps://github.com/0rpc/zerorpc-python
ZeroMQhttp://zeromq.org/
MessagePackhttp://msgpack.org/
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Python-for-Scientistshttps://github.com/TomNicholas/Python-for-Scientists
astropyhttp://www.astropy.org/
bcbio-nextgenhttps://github.com/chapmanb/bcbio-nextgen
bccbhttps://github.com/chapmanb/bcbb
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Colourhttp://colour-science.org/
Karate Clubhttps://github.com/benedekrozemberczki/karateclub
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PyMChttps://github.com/pymc-devs/pymc3
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whooshhttp://whoosh.readthedocs.io/en/latest/
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marshmallowhttps://github.com/marshmallow-code/marshmallow
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simdjsonhttps://github.com/lemire/simdjson
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RapidJSONhttps://github.com/Tencent/rapidjson
ultrajsonhttps://github.com/esnme/ultrajson
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python-lambdahttps://github.com/nficano/python-lambda
Zappahttps://github.com/Miserlou/Zappa
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xonshhttps://github.com/xonsh/xonsh/
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tablibhttps://github.com/jazzband/tablib
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csvkithttps://github.com/wireservice/csvkit
unphttps://github.com/mitsuhiko/unp
https://github.com/szyangming/awesome-python#static-site-generator
lektorhttps://github.com/lektor/lektor
mkdocshttps://github.com/mkdocs/mkdocs/
makesitehttps://github.com/sunainapai/makesite
nikolahttps://github.com/getnikola/nikola
pelicanhttps://github.com/getpelican/pelican
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django-taggithttps://github.com/jazzband/django-taggit
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celeryhttps://docs.celeryproject.org/en/stable/
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hueyhttps://github.com/coleifer/huey
mrqhttps://github.com/pricingassistant/mrq
rqhttps://github.com/rq/rq
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Jinja2https://github.com/pallets/jinja
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hypothesishttps://github.com/HypothesisWorks/hypothesis
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pytesthttps://docs.pytest.org/en/latest/
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freezegunhttps://github.com/spulec/freezegun
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mockethttps://github.com/mindflayer/python-mocket
responseshttps://github.com/getsentry/responses
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mixerhttps://github.com/klen/mixer
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fakerhttps://github.com/joke2k/faker
mimesishttps://github.com/lk-geimfari/mimesis
radarhttps://pypi.org/project/radar/
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chardethttps://github.com/chardet/chardet
difflibhttps://docs.python.org/3/library/difflib.html
ftfyhttps://github.com/LuminosoInsight/python-ftfy
fuzzywuzzyhttps://github.com/seatgeek/fuzzywuzzy
Levenshteinhttps://github.com/ztane/python-Levenshtein/
pangu.pyhttps://github.com/vinta/pangu.py
pyfiglethttps://github.com/pwaller/pyfiglet
pypinyinhttps://github.com/mozillazg/python-pinyin
textdistancehttps://github.com/orsinium/textdistance
unidecodehttps://pypi.org/project/Unidecode/
awesome-slugifyhttps://github.com/dimka665/awesome-slugify
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plyhttps://github.com/dabeaz/ply
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pyparsinghttps://github.com/pyparsing/pyparsing
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python-user-agentshttps://github.com/selwin/python-user-agents
sqlparsehttps://github.com/andialbrecht/sqlparse
https://github.com/szyangming/awesome-python#third-party-apis
List of Python API Wrappers and Librarieshttps://github.com/realpython/list-of-python-api-wrappers
apache-libcloudhttps://libcloud.apache.org/
boto3https://github.com/boto/boto3
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google-api-python-clienthttps://github.com/google/google-api-python-client
gspreadhttps://github.com/burnash/gspread
twythonhttps://github.com/ryanmcgrath/twython
https://github.com/szyangming/awesome-python#url-manipulation
furlhttps://github.com/gruns/furl
purlhttps://github.com/codeinthehole/purl
pyshortenershttps://github.com/ellisonleao/pyshorteners
webargshttps://github.com/marshmallow-code/webargs
https://github.com/szyangming/awesome-python#video
moviepyhttps://zulko.github.io/moviepy/
scikit-videohttps://github.com/aizvorski/scikit-video
vidgearhttps://github.com/abhiTronix/vidgear
https://github.com/szyangming/awesome-python#web-asset-management
django-compressorhttps://github.com/django-compressor/django-compressor
django-pipelinehttps://github.com/jazzband/django-pipeline
django-storageshttps://github.com/jschneier/django-storages
fanstatichttp://www.fanstatic.org/en/latest/
fileconveyorhttp://wimleers.com/fileconveyor
flask-assetshttps://github.com/miracle2k/flask-assets
webassetshttps://github.com/miracle2k/webassets
https://github.com/szyangming/awesome-python#web-content-extracting
html2texthttps://github.com/Alir3z4/html2text
lassiehttps://github.com/michaelhelmick/lassie
micawberhttps://github.com/coleifer/micawber
newspaperhttps://github.com/codelucas/newspaper
python-readabilityhttps://github.com/buriy/python-readability
requests-htmlhttps://github.com/psf/requests-html
sumyhttps://github.com/miso-belica/sumy
textracthttps://github.com/deanmalmgren/textract
toapihttps://github.com/gaojiuli/toapi
https://github.com/szyangming/awesome-python#web-crawling
colahttps://github.com/chineking/cola
feedparserhttps://pythonhosted.org/feedparser/
grabhttps://github.com/lorien/grab
MechanicalSouphttps://github.com/MechanicalSoup/MechanicalSoup
portiahttps://github.com/scrapinghub/portia
pyspiderhttps://github.com/binux/pyspider
robobrowserhttps://github.com/jmcarp/robobrowser
scrapyhttps://scrapy.org/
https://github.com/szyangming/awesome-python#web-frameworks
RESTful APIhttps://github.com/vinta/awesome-python#restful-api
Djangohttps://www.djangoproject.com/
awesome-djangohttps://github.com/shahraizali/awesome-django
awesome-djangohttps://github.com/wsvincent/awesome-django
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awesome-flaskhttps://github.com/humiaozuzu/awesome-flask
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Masonitehttps://github.com/MasoniteFramework/masonite
Tornadohttp://www.tornadoweb.org/en/latest/
https://github.com/szyangming/awesome-python#websocket
autobahn-pythonhttps://github.com/crossbario/autobahn-python
asynciohttps://docs.python.org/3/library/asyncio.html
channelshttps://github.com/django/channels
websocketshttps://github.com/aaugustin/websockets
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bjoernhttps://github.com/jonashaag/bjoern
gunicornhttps://github.com/benoitc/gunicorn
uWSGIhttps://uwsgi-docs.readthedocs.io/en/latest/
waitresshttps://github.com/Pylons/waitress
werkzeughttps://github.com/pallets/werkzeug
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https://github.com/szyangming/awesome-python#books
Fluent Pythonhttps://www.oreilly.com/library/view/fluent-python/9781491946237/
Think Pythonhttps://greenteapress.com/wp/think-python-2e/
https://github.com/szyangming/awesome-python#websites
Full Stack Pythonhttps://www.fullstackpython.com/
Python Cheatsheethttps://www.pythoncheatsheet.org/
Real Pythonhttps://realpython.com
The Hitchhiker’s Guide to Pythonhttps://docs.python-guide.org/
Ultimate Python study guidehttps://github.com/huangsam/ultimate-python
Awesome Python @LibHunthttps://python.libhunt.com/
Python ZEEFhttps://python.zeef.com/alan.richmond
Pythonic Newshttps://news.python.sc/
What the f*ck Python!https://github.com/satwikkansal/wtfpython
https://github.com/szyangming/awesome-python#newsletters
Awesome Python Newsletterhttp://python.libhunt.com/newsletter
Pycoder's Weeklyhttp://pycoders.com/
Python Trickshttps://realpython.com/python-tricks/
Python Weeklyhttp://www.pythonweekly.com/
https://github.com/szyangming/awesome-python#podcasts
Django Chathttps://djangochat.com/
Podcast.__init__https://podcastinit.com/
Python Byteshttps://pythonbytes.fm
Running in Productionhttps://runninginproduction.com/
Talk Python To Mehttps://talkpython.fm/
Test and Codehttps://testandcode.com/
The Real Python Podcasthttps://realpython.com/podcasts/rpp/
https://github.com/szyangming/awesome-python#contributing
contribution guidelineshttps://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md
vote for themhttps://github.com/vinta/awesome-python/pulls
@VintaChenhttps://twitter.com/VintaChen
awesome-python.com/https://awesome-python.com/
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Please reload this pagehttps://github.com/szyangming/awesome-python
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Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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