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Title: GitHub - Sagar443/awesome-python: A curated list of awesome Python frameworks, libraries, software and resources

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mezzaninehttps://github.com/stephenmcd/mezzanine
plonehttps://plone.org/
quokkahttps://github.com/rochacbruno/quokka
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beakerhttps://github.com/bbangert/beaker
django-cache-machinehttps://github.com/django-cache-machine/django-cache-machine
django-cacheopshttps://github.com/Suor/django-cacheops
dogpile.cachehttp://dogpilecache.readthedocs.io/en/latest/
HermesCachehttps://pypi.python.org/pypi/HermesCache
pylibmchttps://github.com/lericson/pylibmc
libmemcachedhttps://libmemcached.org/libMemcached.html
python-diskcachehttp://www.grantjenks.com/docs/diskcache/
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errbothttps://github.com/errbotio/errbot/
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coalahttps://github.com/coala/coala/
code2flowhttps://github.com/scottrogowski/code2flow
prospectorhttps://github.com/PyCQA/prospector
pycallgraphhttps://github.com/gak/pycallgraph
flake8https://pypi.python.org/pypi/flake8
pylinthttps://www.pylint.org/
pylamahttps://github.com/klen/pylama
blackhttps://github.com/ambv/black
yapfhttps://github.com/google/yapf
mypyhttp://mypy-lang.org/
pyre-checkhttps://github.com/facebook/pyre-check
MonkeyTypehttps://github.com/Instagram/MonkeyType
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#command-line-tools
cementhttp://builtoncement.com/
clickhttp://click.pocoo.org/dev/
cliffhttps://docs.openstack.org/developer/cliff/
clinthttps://github.com/kennethreitz/clint
docopthttp://docopt.org/
python-firehttps://github.com/google/python-fire
python-prompt-toolkithttps://github.com/jonathanslenders/python-prompt-toolkit
asciimaticshttps://github.com/peterbrittain/asciimatics
bashplotlibhttps://github.com/glamp/bashplotlib
coloramahttps://pypi.python.org/pypi/colorama
cookiecutterhttps://github.com/audreyr/cookiecutter
doitlivehttps://github.com/sloria/doitlive
howdoihttps://github.com/gleitz/howdoi
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
kube-shellhttps://github.com/cloudnativelabs/kube-shell
myclihttps://github.com/dbcli/mycli
pgclihttps://github.com/dbcli/pgcli
sawshttps://github.com/donnemartin/saws
aws-clihttps://github.com/aws/aws-cli
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#compatibility
python-futurehttp://python-future.org/index.html
python-modernizehttps://github.com/mitsuhiko/python-modernize
sixhttps://pypi.python.org/pypi/six
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#computer-vision
OpenCVhttps://opencv.org/
pytesseracthttps://github.com/madmaze/pytesseract
Google Tesseract OCRhttps://github.com/tesseract-ocr
SimpleCVhttp://simplecv.org/
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#concurrency-and-parallelism
awesome-asynciohttps://github.com/timofurrer/awesome-asyncio
concurrent.futureshttps://docs.python.org/3/library/concurrent.futures.html
multiprocessinghttps://docs.python.org/3/library/multiprocessing.html
eventlethttp://eventlet.net/
geventhttp://www.gevent.org/
greenlethttps://github.com/python-greenlet/greenlet
uvloophttps://github.com/MagicStack/uvloop
scoophttps://github.com/soravux/scoop
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#configuration
configobjhttps://github.com/DiffSK/configobj
configparserhttps://docs.python.org/3/library/configparser.html
profighttps://profig.readthedocs.io/en/default/
python-decouplehttps://github.com/henriquebastos/python-decouple
https://patch-diff.githubusercontent.com/Sagar443/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://patch-diff.githubusercontent.com/Sagar443/awesome-python#data-analysis
Blazehttps://github.com/blaze/blaze
Open Mininghttps://github.com/mining/mining
Orangehttps://orange.biolab.si/
Pandashttp://pandas.pydata.org/
Optimushttps://github.com/ironmussa/Optimus
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#data-validation
Cerberushttps://github.com/pyeve/cerberus
colanderhttps://docs.pylonsproject.org/projects/colander/en/latest/
Dashhttps://plot.ly/products/dash/
awesome-dashhttps://github.com/Acrotrend/awesome-dash
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://patch-diff.githubusercontent.com/Sagar443/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
ggplothttps://github.com/yhat/ggpy
Matplotlibhttp://matplotlib.org/
Pygalhttp://www.pygal.org/en/latest/
PyGraphvizhttps://pypi.python.org/pypi/pygraphviz
Graphvizhttp://www.graphviz.org/
PyQtGraphhttp://www.pyqtgraph.org/
Seabornhttps://github.com/mwaskom/seaborn
VisPyhttps://github.com/vispy/vispy
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#database
pickleDBhttps://github.com/patx/pickledb
tinydbhttps://github.com/msiemens/tinydb
ZODBhttps://github.com/zopefoundation/ZODB
https://patch-diff.githubusercontent.com/Sagar443/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
pymssqlhttp://www.pymssql.org/en/latest/
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
Telephushttps://github.com/driftx/Telephus
txpostgreshttps://github.com/wulczer/txpostgres
txRedishttps://github.com/deldotdr/txRedis
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#date-and-time
Chronykhttps://github.com/KoffeinFlummi/Chronyk
dateutilhttps://github.com/dateutil/dateutil
datetimehttps://docs.python.org/3/library/datetime.html
deloreanhttps://github.com/myusuf3/delorean/
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
mayahttps://github.com/kennethreitz/maya
https://patch-diff.githubusercontent.com/Sagar443/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
profilinghttps://github.com/what-studio/profiling
py-spyhttps://github.com/benfred/py-spy
pyflamehttps://github.com/uber/pyflame
vprofhttps://github.com/nvdv/vprof
icecreamhttps://github.com/gruns/icecream
django-debug-toolbarhttps://github.com/jazzband/django-debug-toolbar
django-devserverhttps://github.com/dcramer/django-devserver
flask-debugtoolbarhttps://github.com/mgood/flask-debugtoolbar
pyelftoolshttps://github.com/eliben/pyelftools
https://patch-diff.githubusercontent.com/Sagar443/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
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ansiblehttps://github.com/ansible/ansible
cloudinithttps://cloudinit.readthedocs.io/en/latest/
cuisinehttps://github.com/sebastien/cuisine
docker-composehttps://docs.docker.com/compose/
Dockerhttps://www.docker.com/
fabrichttps://github.com/fabric/fabric
fabtoolshttps://github.com/fabtools/fabtools
honchohttps://github.com/nickstenning/honcho
Foremanhttps://github.com/ddollar/foreman
OpenStackhttps://www.openstack.org/
pexpecthttps://github.com/pexpect/pexpect
psutilhttps://github.com/giampaolo/psutil
saltstackhttps://github.com/saltstack/salt
supervisorhttps://github.com/Supervisor/supervisor
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#distributed-computing
PySparkhttps://pypi.python.org/pypi/pyspark/
Apache Sparkhttps://spark.apache.org/
daskhttps://github.com/dask/dask
luigihttps://github.com/spotify/luigi
mrjobhttps://github.com/Yelp/mrjob
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://patch-diff.githubusercontent.com/Sagar443/awesome-python#distribution
dh-virtualenvhttps://github.com/spotify/dh-virtualenv
Nuitkahttp://nuitka.net/
py2apphttp://pythonhosted.org/py2app/
py2exehttp://www.py2exe.org/
PyInstallerhttps://github.com/pyinstaller/pyinstaller
pynsisthttp://pynsist.readthedocs.io/en/latest/
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sphinxhttps://github.com/sphinx-doc/sphinx/
awesome-sphinxdochttps://github.com/yoloseem/awesome-sphinxdoc
pdochttps://github.com/mitmproxy/pdoc
pyccohttps://github.com/pycco-docs/pycco
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s3cmdhttps://github.com/s3tools/s3cmd
s4cmdhttps://github.com/bloomreach/s4cmd
you-gethttps://you-get.org/
youtube-dlhttps://rg3.github.io/youtube-dl/
https://patch-diff.githubusercontent.com/Sagar443/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
merchanthttps://github.com/agiliq/merchant
moneyhttps://github.com/carlospalol/money
python-currencieshttps://github.com/Alir3z4/python-currencies
forex-pythonhttps://github.com/MicroPyramid/forex-python
saleorhttp://getsaleor.com/
shoophttps://www.shuup.com/en/
https://patch-diff.githubusercontent.com/Sagar443/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://patch-diff.githubusercontent.com/Sagar443/awesome-python#email
envelopeshttp://tomekwojcik.github.io/envelopes/
flankerhttps://github.com/mailgun/flanker
imboxhttps://github.com/martinrusev/imbox
inbox.pyhttps://github.com/kennethreitz/inbox.py
lamsonhttps://github.com/zedshaw/lamson
Marrow Mailerhttps://github.com/marrow/mailer
modoboahttps://github.com/modoboa/modoboa
Nylas Sync Enginehttps://github.com/nylas/sync-engine
yagmailhttps://github.com/kootenpv/yagmail
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#environment-management
pipenvhttps://github.com/kennethreitz/pipenv
poetryhttps://github.com/sdispater/poetry
pyenvhttps://github.com/pyenv/pyenv
venvhttps://docs.python.org/3/library/venv.html
virtualenvhttps://pypi.python.org/pypi/virtualenv
https://patch-diff.githubusercontent.com/Sagar443/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
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cffihttps://pypi.python.org/pypi/cffi
ctypeshttps://docs.python.org/3/library/ctypes.html
PyCUDAhttps://mathema.tician.de/software/pycuda/
SWIGhttp://www.swig.org/Doc1.3/Python.html
https://patch-diff.githubusercontent.com/Sagar443/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://patch-diff.githubusercontent.com/Sagar443/awesome-python#functional-programming
Coconuthttp://coconut-lang.org/
CyToolzhttps://github.com/pytoolz/cytoolz/
fn.pyhttps://github.com/kachayev/fn.py
funcyhttps://github.com/Suor/funcy
Toolzhttps://github.com/pytoolz/toolz
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#gui
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://bitbucket.org/pyglet/pyglet/wiki/Home
PyGObjecthttps://wiki.gnome.org/Projects/PyGObject
PyQthttps://riverbankcomputing.com/software/pyqt/intro
Qthttps://www.qt.io/
PySidehttps://wiki.qt.io/PySide
Qthttp://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/
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#game-development
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://patch-diff.githubusercontent.com/Sagar443/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
pygeoiphttps://github.com/appliedsec/pygeoip
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#html-manipulation
BeautifulSouphttps://www.crummy.com/software/BeautifulSoup/bs4/doc/
bleachhttps://github.com/mozilla/bleach
cssutilshttps://pypi.python.org/pypi/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://patch-diff.githubusercontent.com/Sagar443/awesome-python#http
grequestshttps://github.com/kennethreitz/grequests
httplib2https://github.com/httplib2/httplib2
requestshttp://docs.python-requests.org/en/latest/
treqhttps://github.com/twisted/treq
urllib3https://github.com/shazow/urllib3
https://patch-diff.githubusercontent.com/Sagar443/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
wifihttps://github.com/rockymeza/wifi
https://patch-diff.githubusercontent.com/Sagar443/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/
pyBarcodehttps://pythonhosted.org/pyBarcode/
pygramhttps://github.com/ajkumar25/pygram
python-qrcodehttps://github.com/lincolnloop/python-qrcode
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://patch-diff.githubusercontent.com/Sagar443/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://bitbucket.org/pypy/pypy
PySechttps://github.com/ebranca/owasp-pysec
Pystonhttps://github.com/dropbox/pyston
Stackless Pythonhttps://github.com/stackless-dev/stackless/wiki
https://patch-diff.githubusercontent.com/Sagar443/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://patch-diff.githubusercontent.com/Sagar443/awesome-python#internationalization
Babelhttp://babel.pocoo.org/en/latest/
PyICUhttps://github.com/ovalhub/pyicu
ICUhttp://site.icu-project.org/
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#job-scheduler
APSchedulerhttp://apscheduler.readthedocs.io/en/latest/
django-schedulehttps://github.com/thauber/django-schedule
doithttp://pydoit.org/
gunneryhttps://github.com/gunnery/gunnery
Joblibhttp://pythonhosted.org/joblib/index.html
Planhttps://github.com/fengsp/plan
schedulehttps://github.com/dbader/schedule
Spiffhttps://github.com/knipknap/SpiffWorkflow
TaskFlowhttps://docs.openstack.org/developer/taskflow/
Airflowhttps://airflow.apache.org/
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#logging
Eliothttps://github.com/ScatterHQ/eliot
logbookhttp://logbook.readthedocs.io/en/stable/
logginghttps://docs.python.org/3/library/logging.html
ravenhttps://github.com/getsentry/raven-python
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#machine-learning
awesome-machine-learninghttps://github.com/josephmisiti/awesome-machine-learning#python
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
https://patch-diff.githubusercontent.com/Sagar443/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://sourceforge.net/projects/pywin32/
WinPythonhttps://winpython.github.io/
https://patch-diff.githubusercontent.com/Sagar443/awesome-python#miscellaneous
blinkerhttps://github.com/jek/blinker
boltonshttps://github.com/mahmoud/boltons
itsdangeroushttps://github.com/pallets/itsdangerous
pluginbasehttps://github.com/mitsuhiko/pluginbase
trytonhttp://www.tryton.org/
https://patch-diff.githubusercontent.com/Sagar443/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
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