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black	https://github.com/python/black
isort	https://github.com/timothycrosley/isort
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
typeshed	https://github.com/python/typeshed
MonkeyType	https://github.com/Instagram/MonkeyType
pyannotate	https://github.com/dropbox/pyannotate
pytype	https://github.com/google/pytype
	https://github.com/nonZero/awesome-python#command-line-interface-development
cement	http://builtoncement.com/
click	http://click.pocoo.org/dev/
cliff	https://docs.openstack.org/developer/cliff/
docopt	http://docopt.org/
python-fire	https://github.com/google/python-fire
python-prompt-toolkit	https://github.com/jonathanslenders/python-prompt-toolkit
alive-progress	https://github.com/rsalmei/alive-progress
asciimatics	https://github.com/peterbrittain/asciimatics
bashplotlib	https://github.com/glamp/bashplotlib
colorama	https://pypi.org/project/colorama/
rich	https://github.com/willmcgugan/rich
tqdm	https://github.com/tqdm/tqdm
	https://github.com/nonZero/awesome-python#command-line-tools
copier	https://github.com/pykong/copier
cookiecutter	https://github.com/audreyr/cookiecutter
doitlive	https://github.com/sloria/doitlive
howdoi	https://github.com/gleitz/howdoi
Invoke	https://github.com/pyinvoke/invoke#readme
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
iredis	https://github.com/laixintao/iredis
kube-shell	https://github.com/cloudnativelabs/kube-shell
litecli	https://github.com/dbcli/litecli
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/nonZero/awesome-python#compatibility
python-future	http://python-future.org/index.html
modernize	https://github.com/PyCQA/modernize
six	https://pypi.org/project/six/
	https://github.com/nonZero/awesome-python#computer-vision
EasyOCR	https://github.com/JaidedAI/EasyOCR
Face Recognition	https://github.com/ageitgey/face_recognition
Kornia	https://github.com/kornia/kornia/
OpenCV	https://opencv.org/
pytesseract	https://github.com/madmaze/pytesseract
Google Tesseract OCR	https://github.com/tesseract-ocr
SimpleCV	https://github.com/sightmachine/SimpleCV
tesserocr	https://github.com/sirfz/tesserocr
	https://github.com/nonZero/awesome-python#concurrency-and-parallelism
awesome-asyncio	https://github.com/timofurrer/awesome-asyncio
concurrent.futures	https://docs.python.org/3/library/concurrent.futures.html
eventlet	http://eventlet.net/
gevent	http://www.gevent.org/
greenlet	https://github.com/python-greenlet/greenlet
multiprocessing	https://docs.python.org/3/library/multiprocessing.html
scoop	https://github.com/soravux/scoop
uvloop	https://github.com/MagicStack/uvloop
	https://github.com/nonZero/awesome-python#configuration
configobj	https://github.com/DiffSK/configobj
configparser	https://docs.python.org/3/library/configparser.html
hydra	https://github.com/facebookresearch/hydra
profig	https://profig.readthedocs.io/en/latest/
python-decouple	https://github.com/henriquebastos/python-decouple
	https://github.com/nonZero/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/nonZero/awesome-python#data-analysis
AWS Data Wrangler	https://github.com/awslabs/aws-data-wrangler
Blaze	https://github.com/blaze/blaze
Open Mining	https://github.com/mining/mining
Optimus	https://github.com/ironmussa/Optimus
Orange	https://orange.biolab.si/
Pandas	http://pandas.pydata.org/
	https://github.com/nonZero/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/nonZero/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
Cartopy	https://github.com/SciTools/cartopy
Dash	https://plot.ly/products/dash/
awesome-dash	https://github.com/Acrotrend/awesome-dash
diagrams	https://github.com/mingrammer/diagrams
Matplotlib	http://matplotlib.org/
plotnine	https://github.com/has2k1/plotnine
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/nonZero/awesome-python#database
pickleDB	https://github.com/patx/pickledb
tinydb	https://github.com/msiemens/tinydb
ZODB	https://github.com/zopefoundation/ZODB
	https://github.com/nonZero/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
awesome-sqlite	https://github.com/planetopendata/awesome-sqlite
sqlite3	https://docs.python.org/3/library/sqlite3.html
SuperSQLite	https://github.com/plasticityai/supersqlite
apsw	https://github.com/rogerbinns/apsw
pymssql	https://pymssql.readthedocs.io/en/latest/
clickhouse-driver	https://github.com/mymarilyn/clickhouse-driver
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
	https://github.com/nonZero/awesome-python#date-and-time
Arrow	https://arrow.readthedocs.io/en/latest/
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/
maya	https://github.com/timofurrer/maya
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
	https://github.com/nonZero/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
py-spy	https://github.com/benfred/py-spy
pyflame	https://github.com/uber/pyflame
vprof	https://github.com/nvdv/vprof
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
icecream	https://github.com/gruns/icecream
pyelftools	https://github.com/eliben/pyelftools
	https://github.com/nonZero/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/nonZero/awesome-python#devops-tools
ansible	https://github.com/ansible/ansible
cloudinit	https://cloudinit.readthedocs.io/en/latest/
OpenStack	https://www.openstack.org/
pyinfra	https://github.com/Fizzadar/pyinfra
saltstack	https://github.com/saltstack/salt
cuisine	https://github.com/sebastien/cuisine
fabric	https://github.com/fabric/fabric
fabtools	https://github.com/fabtools/fabtools
honcho	https://github.com/nickstenning/honcho
Foreman	https://github.com/ddollar/foreman
supervisor	https://github.com/Supervisor/supervisor
psutil	https://github.com/giampaolo/psutil
BorgBackup	https://www.borgbackup.org/
docker-compose	https://docs.docker.com/compose/
Docker	https://www.docker.com/
	https://github.com/nonZero/awesome-python#distributed-computing
dask	https://github.com/dask/dask
luigi	https://github.com/spotify/luigi
mrjob	https://github.com/Yelp/mrjob
PySpark	https://pypi.org/project/pyspark/
Apache Spark	https://spark.apache.org/
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/nonZero/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/
pyarmor	https://github.com/dashingsoft/pyarmor
PyInstaller	https://github.com/pyinstaller/pyinstaller
pynsist	http://pynsist.readthedocs.io/en/latest/
shiv	https://github.com/linkedin/shiv
	https://github.com/nonZero/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/nonZero/awesome-python#downloader
akshare	https://github.com/jindaxiang/akshare
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/nonZero/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
forex-python	https://github.com/MicroPyramid/forex-python
merchant	https://github.com/agiliq/merchant
money	https://github.com/carlospalol/money
python-currencies	https://github.com/Alir3z4/python-currencies
saleor	http://getsaleor.com/
shoop	https://www.shuup.com/en/
	https://github.com/nonZero/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/nonZero/awesome-python#email
modoboa	https://github.com/modoboa/modoboa
salmon	https://github.com/moggers87/salmon
imbox	https://github.com/martinrusev/imbox
yagmail	https://github.com/kootenpv/yagmail
flanker	https://github.com/mailgun/flanker
mailer	https://github.com/marrow/mailer
	https://github.com/nonZero/awesome-python#enterprise-application-integrations
Zato	https://zato.io
	https://github.com/nonZero/awesome-python#environment-management
pyenv	https://github.com/pyenv/pyenv
virtualenv	https://github.com/pypa/virtualenv
	https://github.com/nonZero/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/nonZero/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/nonZero/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/nonZero/awesome-python#functional-programming
Coconut	https://github.com/evhub/coconut
CyToolz	https://github.com/pytoolz/cytoolz/
fn.py	https://github.com/kachayev/fn.py
funcy	https://github.com/Suor/funcy
more-itertools	https://github.com/erikrose/more-itertools
returns	https://github.com/dry-python/returns
Toolz	https://github.com/pytoolz/toolz
	https://github.com/nonZero/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://github.com/pyglet/pyglet
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/
DearPyGui	https://github.com/RaylockLLC/DearPyGui/
	https://github.com/nonZero/awesome-python#graphql
graphene	https://github.com/graphql-python/graphene/
tartiflette-aiohttp	https://github.com/tartiflette/tartiflette-aiohttp/
tartiflette-asgi	https://github.com/tartiflette/tartiflette-asgi/
tartiflette	https://tartiflette.io
	https://github.com/nonZero/awesome-python#game-development
Arcade	https://api.arcade.academy/en/latest/
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/nonZero/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
	https://github.com/nonZero/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/nonZero/awesome-python#http-clients
grequests	https://github.com/spyoungtech/grequests
httplib2	https://github.com/httplib2/httplib2
httpx	https://github.com/encode/httpx
requests	https://github.com/psf/requests
treq	https://github.com/twisted/treq
urllib3	https://github.com/shazow/urllib3
	https://github.com/nonZero/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
	https://github.com/nonZero/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/
python-barcode	https://github.com/WhyNotHugo/python-barcode
pygram	https://github.com/ajkumar25/pygram
PyMatting	http://github.com/pymatting/pymatting
python-qrcode	https://github.com/lincolnloop/python-qrcode
pywal	https://github.com/dylanaraps/pywal
pyvips	https://github.com/libvips/pyvips
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/nonZero/awesome-python#implementations
CLPython	https://github.com/metawilm/cl-python
CPython	https://github.com/python/cpython
Cython	http://cython.org/
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://foss.heptapod.net/pypy/pypy
Pyston	https://github.com/dropbox/pyston
Stackless Python	https://github.com/stackless-dev/stackless
	https://github.com/nonZero/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/nonZero/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/nonZero/awesome-python#job-scheduler
Airflow	https://airflow.apache.org/
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
Prefect	https://github.com/PrefectHQ/prefect
schedule	https://github.com/dbader/schedule
Spiff	https://github.com/knipknap/SpiffWorkflow
TaskFlow	https://docs.openstack.org/developer/taskflow/
	https://github.com/nonZero/awesome-python#logging
logbook	http://logbook.readthedocs.io/en/stable/
logging	https://docs.python.org/3/library/logging.html
loguru	https://github.com/Delgan/loguru
sentry-python	https://github.com/getsentry/sentry-python
structlog	https://www.structlog.org/en/stable/
	https://github.com/nonZero/awesome-python#machine-learning
awesome-machine-learning	https://github.com/josephmisiti/awesome-machine-learning#python
gym	https://github.com/openai/gym
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
MindsDB	https://github.com/mindsdb/mindsdb
	https://github.com/nonZero/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://github.com/mhammond/pywin32
WinPython	https://winpython.github.io/
	https://github.com/nonZero/awesome-python#miscellaneous
blinker	https://github.com/jek/blinker
boltons	https://github.com/mahmoud/boltons
itsdangerous	https://github.com/pallets/itsdangerous
magenta	https://github.com/magenta/magenta
pluginbase	https://github.com/mitsuhiko/pluginbase
tryton	http://www.tryton.org/
	https://github.com/nonZero/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/
Stanza	https://github.com/stanfordnlp/stanza
funNLP	https://github.com/fighting41love/funNLP
jieba	https://github.com/fxsjy/jieba
pkuseg-python	https://github.com/lancopku/pkuseg-python
snownlp	https://github.com/isnowfy/snownlp
	https://github.com/nonZero/awesome-python#network-virtualization
mininet	https://github.com/mininet/mininet
napalm	https://github.com/napalm-automation/napalm
pox	https://github.com/noxrepo/pox
	https://github.com/nonZero/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/nonZero/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
orm	https://github.com/encode/orm
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/nonZero/awesome-python#package-management
pip	https://pip.pypa.io/en/stable/
pip-tools	https://github.com/jazzband/pip-tools
PyPI	https://pypi.org/
conda	https://github.com/conda/conda/
poetry	https://github.com/sdispater/poetry
	https://github.com/nonZero/awesome-python#package-repositories
bandersnatch	https://github.com/pypa/bandersnatch/
devpi	https://github.com/devpi/devpi
localshop	https://github.com/jazzband/localshop
warehouse	https://github.com/pypa/warehouse
	https://github.com/nonZero/awesome-python#penetration-testing
fsociety	https://github.com/Manisso/fsociety
setoolkit	https://github.com/trustedsec/social-engineer-toolkit
sqlmap	https://github.com/sqlmapproject/sqlmap
	https://github.com/nonZero/awesome-python#permissions
django-guardian	https://github.com/django-guardian/django-guardian
django-rules	https://github.com/dfunckt/django-rules
	https://github.com/nonZero/awesome-python#processes
delegator.py	https://github.com/amitt001/delegator.py
Subprocesses	https://docs.python.org/3/library/subprocess.html
sarge	https://sarge.readthedocs.io/en/latest/
sh	https://github.com/amoffat/sh
	https://github.com/nonZero/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/nonZero/awesome-python#refactoring
Bicycle Repair Man	http://bicyclerepair.sourceforge.net/
Bowler	https://pybowler.io/
Rope	https://github.com/python-rope/rope
	https://github.com/nonZero/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	https://github.com/flask-api/flask-api
flask-restful	https://github.com/flask-restful/flask-restful
cornice	https://github.com/Cornices/cornice
apistar	https://github.com/encode/apistar
falcon	https://github.com/falconry/falcon
fastapi	https://github.com/tiangolo/fastapi
hug	https://github.com/hugapi/hug
sandman2	https://github.com/jeffknupp/sandman2
sanic	https://github.com/huge-success/sanic
vibora	https://vibora.io/
	https://github.com/nonZero/awesome-python#robotics
PythonRobotics	https://github.com/AtsushiSakai/PythonRobotics
rospy	http://wiki.ros.org/rospy
	https://github.com/nonZero/awesome-python#rpc-servers
RPyC	https://github.com/tomerfiliba/rpyc
zeroRPC	https://github.com/0rpc/zerorpc-python
ZeroMQ	http://zeromq.org/
MessagePack	http://msgpack.org/
	https://github.com/nonZero/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/
Karate Club	https://github.com/benedekrozemberczki/karateclub
NetworkX	https://networkx.github.io/
NIPY	http://nipy.org
NumPy	http://www.numpy.org/
ObsPy	https://github.com/obspy/obspy/wiki/
Open Babel	http://openbabel.org/wiki/Main_Page
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/
SimPy	https://gitlab.com/team-simpy/simpy
statsmodels	https://github.com/statsmodels/statsmodels
SymPy	https://github.com/sympy/sympy
Zipline	https://github.com/quantopian/zipline
	https://github.com/nonZero/awesome-python#search
django-haystack	https://github.com/django-haystack/django-haystack
elasticsearch-dsl-py	https://github.com/elastic/elasticsearch-dsl-py
elasticsearch-py	https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html
Elasticsearch	https://www.elastic.co/products/elasticsearch
pysolr	https://github.com/django-haystack/pysolr
Apache Solr	https://lucene.apache.org/solr/
whoosh	http://whoosh.readthedocs.io/en/latest/
	https://github.com/nonZero/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
ultrajson	https://github.com/esnme/ultrajson
	https://github.com/nonZero/awesome-python#serverless-frameworks
python-lambda	https://github.com/nficano/python-lambda
Zappa	https://github.com/Miserlou/Zappa
	https://github.com/nonZero/awesome-python#shell
xonsh	https://github.com/xonsh/xonsh/
	https://github.com/nonZero/awesome-python#specific-formats-processing
tablib	https://github.com/jazzband/tablib
docxtpl	https://github.com/elapouya/python-docx-template
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/nonZero/awesome-python#static-site-generator
lektor	https://github.com/lektor/lektor
mkdocs	https://github.com/mkdocs/mkdocs/
makesite	https://github.com/sunainapai/makesite
nikola	https://github.com/getnikola/nikola
pelican	https://github.com/getpelican/pelican
	https://github.com/nonZero/awesome-python#tagging
django-taggit	https://github.com/jazzband/django-taggit
	https://github.com/nonZero/awesome-python#task-queues
celery	https://docs.celeryproject.org/en/stable/
dramatiq	https://github.com/Bogdanp/dramatiq
huey	https://github.com/coleifer/huey
mrq	https://github.com/pricingassistant/mrq
rq	https://github.com/rq/rq
	https://github.com/nonZero/awesome-python#template-engine
Genshi	https://genshi.edgewall.org/
Jinja2	https://github.com/pallets/jinja
Mako	http://www.makotemplates.org/
	https://github.com/nonZero/awesome-python#testing
hypothesis	https://github.com/HypothesisWorks/hypothesis
nose2	https://github.com/nose-devs/nose2
pytest	https://docs.pytest.org/en/latest/
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
Schemathesis	https://github.com/kiwicom/schemathesis
Selenium	https://pypi.org/project/selenium/
Selenium	http://www.seleniumhq.org/
sixpack	https://github.com/seatgeek/sixpack
splinter	https://github.com/cobrateam/splinter
doublex	https://pypi.org/project/doublex/
freezegun	https://github.com/spulec/freezegun
httmock	https://github.com/patrys/httmock
httpretty	https://github.com/gabrielfalcao/HTTPretty
mock	https://docs.python.org/3/library/unittest.mock.html
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/
fake2db	https://github.com/emirozer/fake2db
faker	https://github.com/joke2k/faker
mimesis	https://github.com/lk-geimfari/mimesis
radar	https://pypi.org/project/radar/
	https://github.com/nonZero/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/nonZero/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/nonZero/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/nonZero/awesome-python#video
moviepy	https://zulko.github.io/moviepy/
scikit-video	https://github.com/aizvorski/scikit-video
vidgear	https://github.com/abhiTronix/vidgear
	https://github.com/nonZero/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/nonZero/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/psf/requests-html
sumy	https://github.com/miso-belica/sumy
textract	https://github.com/deanmalmgren/textract
toapi	https://github.com/gaojiuli/toapi
	https://github.com/nonZero/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
portia	https://github.com/scrapinghub/portia
pyspider	https://github.com/binux/pyspider
robobrowser	https://github.com/jmcarp/robobrowser
scrapy	https://scrapy.org/
	https://github.com/nonZero/awesome-python#web-frameworks
RESTful API	https://github.com/vinta/awesome-python#restful-api
Django	https://www.djangoproject.com/
awesome-django	https://github.com/shahraizali/awesome-django
awesome-django	https://github.com/wsvincent/awesome-django
Flask	http://flask.pocoo.org/
awesome-flask	https://github.com/humiaozuzu/awesome-flask
Pyramid	https://pylonsproject.org/
awesome-pyramid	https://github.com/uralbash/awesome-pyramid
Masonite	https://github.com/MasoniteFramework/masonite
Tornado	http://www.tornadoweb.org/en/latest/
	https://github.com/nonZero/awesome-python#websocket
autobahn-python	https://github.com/crossbario/autobahn-python
asyncio	https://docs.python.org/3/library/asyncio.html
channels	https://github.com/django/channels
websockets	https://github.com/aaugustin/websockets
	https://github.com/nonZero/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/nonZero/awesome-python#resources
	https://github.com/nonZero/awesome-python#books
Fluent Python	https://www.oreilly.com/library/view/fluent-python/9781491946237/
Think Python	https://greenteapress.com/wp/think-python-2e/
	https://github.com/nonZero/awesome-python#websites
Full Stack Python	https://www.fullstackpython.com/
Python Cheatsheet	https://www.pythoncheatsheet.org/
Real Python	https://realpython.com
The Hitchhiker’s Guide to Python	https://docs.python-guide.org/
Ultimate Python study guide	https://github.com/huangsam/ultimate-python
Awesome Python @LibHunt	https://python.libhunt.com/
Python ZEEF	https://python.zeef.com/alan.richmond
Pythonic News	https://news.python.sc/
What the f*ck Python!	https://github.com/satwikkansal/wtfpython
	https://github.com/nonZero/awesome-python#newsletters
Awesome Python Newsletter	http://python.libhunt.com/newsletter
Pycoder's Weekly	http://pycoders.com/
Python Tricks	https://realpython.com/python-tricks/
Python Weekly	http://www.pythonweekly.com/
	https://github.com/nonZero/awesome-python#podcasts
Django Chat	https://djangochat.com/
Podcast.__init__	https://podcastinit.com/
Python Bytes	https://pythonbytes.fm
Running in Production	https://runninginproduction.com/
Talk Python To Me	https://talkpython.fm/
Test and Code	https://testandcode.com/
The Real Python Podcast	https://realpython.com/podcasts/rpp/
	https://github.com/nonZero/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
@VintaChen	https://twitter.com/VintaChen
awesome-python.com/	https://awesome-python.com/
Readme	https://github.com/nonZero/awesome-python#readme-ov-file
View license	https://github.com/nonZero/awesome-python#License-1-ov-file
Contributing	https://github.com/nonZero/awesome-python#contributing-ov-file
Please reload this page	https://github.com/nonZero/awesome-python
Activity	https://github.com/nonZero/awesome-python/activity
0 forks	https://github.com/nonZero/awesome-python/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FnonZero%2Fawesome-python&report=nonZero+%28user%29
Releases	https://github.com/nonZero/awesome-python/releases
Packages 0	https://github.com/users/nonZero/packages?repo_name=awesome-python
Please reload this page	https://github.com/nonZero/awesome-python
Contributors	https://github.com/nonZero/awesome-python/graphs/contributors
Please reload this page	https://github.com/nonZero/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

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URLs of crawlers that visited me.