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	https://github.com/crosslore/awesome-python#cluster-computing
PySpark	https://pypi.python.org/pypi/pyspark/
Apache Spark	https://spark.apache.org/
dask	https://dask.pydata.org/en/latest/
faust	https://github.com/robinhood/faust
Kafka Streams	https://kafka.apache.org/documentation/streams/
luigi	https://github.com/spotify/luigi
mrjob	https://github.com/Yelp/mrjob
Ray	https://github.com/ray-project/ray/
streamparse	https://github.com/Parsely/streamparse
Apache Storm	http://storm.apache.org/
	https://github.com/crosslore/awesome-python#code-analysis
awesome-static-analysis	https://github.com/mre/awesome-static-analysis
flake8	https://pypi.python.org/pypi/flake8
coala	http://coala.io/
code2flow	https://github.com/scottrogowski/code2flow
prospector	https://github.com/landscapeio/prospector
pycallgraph	https://github.com/gak/pycallgraph
pylama	https://github.com/klen/pylama
pylint	https://www.pylint.org/
mypy	http://mypy-lang.org/
Pyre	https://github.com/facebook/pyre-check
MonkeyType	https://github.com/Instagram/MonkeyType
	https://github.com/crosslore/awesome-python#command-line-tools
cement	http://builtoncement.com/
click	http://click.pocoo.org/dev/
cliff	https://docs.openstack.org/developer/cliff/
clint	https://github.com/kennethreitz/clint
docopt	http://docopt.org/
Gooey	https://github.com/chriskiehl/Gooey
Python Fire	https://github.com/google/python-fire
python-prompt-toolkit	https://github.com/jonathanslenders/python-prompt-toolkit
asciimatics	https://github.com/peterbrittain/asciimatics
bashplotlib	https://github.com/glamp/bashplotlib
colorama	https://pypi.python.org/pypi/colorama
aws-cli	https://github.com/aws/aws-cli
cookiecutter	https://github.com/audreyr/cookiecutter
doitlive	https://github.com/sloria/doitlive
howdoi	https://github.com/gleitz/howdoi
httpie	https://github.com/jakubroztocil/httpie
kube-shell	https://github.com/cloudnativelabs/kube-shell
mycli	https://github.com/dbcli/mycli
PathPicker	https://github.com/facebook/PathPicker
percol	https://github.com/mooz/percol
pgcli	https://github.com/dbcli/pgcli
SAWS	https://github.com/donnemartin/saws
thefuck	https://github.com/nvbn/thefuck
tmuxp	https://github.com/tony/tmuxp
tmux	https://github.com/tmux/tmux
try	https://github.com/timofurrer/try
	https://github.com/crosslore/awesome-python#compatibility
Python-Future	http://python-future.org/index.html
Python-Modernize	https://github.com/mitsuhiko/python-modernize
Six	https://pypi.python.org/pypi/six
	https://github.com/crosslore/awesome-python#computer-vision
OpenCV	http://opencv.org/
pyocr	https://github.com/openpaperwork/pyocr
pytesseract	https://github.com/madmaze/pytesseract
Google Tesseract OCR	https://github.com/tesseract-ocr
SimpleCV	http://simplecv.org/
	https://github.com/crosslore/awesome-python#concurrency-and-parallelism
concurrent.futures	https://docs.python.org/3/library/multiprocessing.html
threading	https://docs.python.org/3/library/threading.html
multiprocessing	https://docs.python.org/3/library/multiprocessing.html
eventlet	http://eventlet.net/
gevent	http://www.gevent.org/
greenlet	https://github.com/python-greenlet/greenlet
SCOOP	https://github.com/soravux/scoop
Tomorrow	https://github.com/madisonmay/Tomorrow
uvloop	https://github.com/MagicStack/uvloop
	https://github.com/crosslore/awesome-python#configuration
config	https://www.red-dove.com/config-doc/
logging	https://docs.python.org/3/library/logging.html
ConfigObj	https://github.com/DiffSK/configobj
ConfigParser	https://docs.python.org/3/library/configparser.html
profig	http://profig.readthedocs.org/en/default/
python-decouple	https://github.com/henriquebastos/python-decouple
	https://github.com/crosslore/awesome-python#cryptography
cryptography	https://cryptography.io/en/latest/
Paramiko	http://www.paramiko.org/
Passlib	https://passlib.readthedocs.io/en/stable/
PyNacl	https://github.com/pyca/pynacl
	https://github.com/crosslore/awesome-python#data-analysis
Blaze	https://github.com/blaze/blaze
Open Mining	https://github.com/mining/mining
Orange	https://orange.biolab.si/
Pandas	http://pandas.pydata.org/
Optimus	https://github.com/ironmussa/Optimus
	https://github.com/crosslore/awesome-python#data-validation
Cerberus	https://github.com/pyeve/cerberus
colander	https://docs.pylonsproject.org/projects/colander/en/latest/
Dash	https://plot.ly/products/dash/
awesome-dash	https://github.com/Acrotrend/awesome-dash
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/crosslore/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
ggplot	https://github.com/yhat/ggpy
Matplotlib	http://matplotlib.org/
Pygal	http://www.pygal.org/en/latest/
PyGraphviz	https://pypi.python.org/pypi/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/crosslore/awesome-python#database
pickleDB	https://pythonhosted.org/pickleDB/
TinyDB	https://github.com/msiemens/tinydb
ZODB	http://www.zodb.org/en/latest/
	https://github.com/crosslore/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/
oursql	https://pythonhosted.org/oursql/
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
txpostgres	https://github.com/wulczer/txpostgres
apsw	http://rogerbinns.github.io/apsw/
dataset	https://github.com/pudo/dataset
pymssql	http://www.pymssql.org/en/latest/
cassandra-driver	https://github.com/datastax/python-driver
HappyBase	https://github.com/wbolster/happybase
kafka-python	https://github.com/dpkp/kafka-python
py2neo	http://py2neo.org/2.0/
PyMongo	https://docs.mongodb.com/ecosystem/drivers/python/
redis-py	https://github.com/andymccurdy/redis-py
Motor	https://github.com/mongodb/motor
telephus	https://github.com/driftx/Telephus
txRedis	https://github.com/deldotdr/txRedis
	https://github.com/crosslore/awesome-python#date-and-time
Chronyk	https://github.com/KoffeinFlummi/Chronyk
dateutil	https://github.com/dateutil/dateutil
datetime	https://docs.python.org/3/library/datetime.html
delorean	https://github.com/myusuf3/delorean/
moment	https://github.com/zachwill/moment
Moment.js	http://momentjs.com/
Pendulum	https://github.com/sdispater/pendulum
PyTime	https://github.com/shinux/PyTime
pytz	https://launchpad.net/pytz
tz database	https://en.wikipedia.org/wiki/Tz_database
when.py	https://github.com/dirn/When.py
maya	https://github.com/kennethreitz/maya
	https://github.com/crosslore/awesome-python#debugging-tools
ipdb	https://pypi.python.org/pypi/ipdb
pdb	https://docs.python.org/3/library/pdb.html
pdb++	https://pypi.python.org/pypi/pdbpp/
pudb	https://pypi.python.org/pypi/pudb
remote-pdb	https://github.com/ionelmc/python-remote-pdb
wdb	https://github.com/Kozea/wdb
line_profiler	https://github.com/rkern/line_profiler
memory_profiler	https://github.com/fabianp/memory_profiler
profiling	https://github.com/what-studio/profiling
py-spy	https://github.com/benfred/py-spy
Pyflame	https://github.com/uber/pyflame
vprof	https://github.com/nvdv/vprof
IceCream	https://github.com/gruns/icecream
django-debug-toolbar	https://github.com/jazzband/django-debug-toolbar
django-devserver	https://github.com/dcramer/django-devserver
flask-debugtoolbar	https://github.com/mgood/flask-debugtoolbar
hunter	https://github.com/ionelmc/python-hunter
lptrace	https://github.com/khamidou/lptrace
strace	http://man7.org/linux/man-pages/man1/strace.1.html
manhole	https://github.com/ionelmc/python-manhole
pyelftools	https://github.com/eliben/pyelftools
pyringe	https://github.com/google/pyringe
	https://github.com/crosslore/awesome-python#deep-learning
awesome-deep-learning	https://github.com/ChristosChristofidis/awesome-deep-learning
Caffe	https://github.com/BVLC/caffe
Keras	https://github.com/fchollet/keras
MXNet	https://github.com/dmlc/mxnet
Neupy	http://neupy.com/pages/home.html
Pytorch	http://pytorch.org/
Serpent.AI	https://github.com/SerpentAI/SerpentAI
TensorFlow	https://github.com/tensorflow/tensorflow
Theano	https://github.com/Theano/Theano
	https://github.com/crosslore/awesome-python#devops-tools
Ansible	https://github.com/ansible/ansible
Cloud-Init	http://cloudinit.readthedocs.io/en/latest/
cuisine	https://github.com/sebastien/cuisine
Docker Compose	https://docs.docker.com/compose/
Docker	https://www.docker.com/
Fabric	http://www.fabfile.org/
Fabtools	https://github.com/fabtools/fabtools
honcho	https://github.com/nickstenning/honcho
Foreman	https://github.com/ddollar/foreman
OpenStack	https://www.openstack.org/
pexpect	https://github.com/pexpect/pexpect
psutil	https://github.com/giampaolo/psutil
SaltStack	https://github.com/saltstack/salt
supervisor	https://github.com/Supervisor/supervisor
	https://github.com/crosslore/awesome-python#distribution
dh-virtualenv	https://github.com/spotify/dh-virtualenv
Nuitka	http://nuitka.net/
py2app	http://pythonhosted.org/py2app/
py2exe	http://www.py2exe.org/
PyInstaller	https://github.com/pyinstaller/pyinstaller
pynsist	http://pynsist.readthedocs.io/en/latest/
	https://github.com/crosslore/awesome-python#documentation
Sphinx	http://www.sphinx-doc.org/en/latest/
awesome-sphinxdoc	https://github.com/yoloseem/awesome-sphinxdoc
MkDocs	http://www.mkdocs.org/
pdoc	https://github.com/BurntSushi/pdoc
Pycco	https://github.com/pycco-docs/pycco
	https://github.com/crosslore/awesome-python#downloader
s3cmd	https://github.com/s3tools/s3cmd
s4cmd	https://github.com/bloomreach/s4cmd
you-get	http://you-get.org/
youtube-dl	http://rg3.github.io/youtube-dl/
	https://github.com/crosslore/awesome-python#e-commerce
alipay	https://github.com/lxneng/alipay
Cartridge	https://github.com/stephenmcd/cartridge
django-oscar	http://oscarcommerce.com/
django-shop	https://github.com/awesto/django-shop
merchant	https://github.com/agiliq/merchant
money	https://github.com/carlospalol/money
python-currencies	https://github.com/Alir3z4/python-currencies
forex-python	https://github.com/MicroPyramid/forex-python
saleor	http://getsaleor.com/
shoop	https://www.shuup.com/en/
	https://github.com/crosslore/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://github.com/DonJayamanne/pythonVSCode
Magic Python	https://github.com/MagicStack/MagicPython
LiClipse	http://www.liclipse.com/
PyCharm	https://www.jetbrains.com/pycharm/
Spyder	https://github.com/spyder-ide/spyder
	https://github.com/crosslore/awesome-python#email
envelopes	http://tomekwojcik.github.io/envelopes/
flanker	https://github.com/mailgun/flanker
imbox	https://github.com/martinrusev/imbox
inbox.py	https://github.com/kennethreitz/inbox.py
lamson	https://github.com/zedshaw/lamson
Marrow Mailer	https://github.com/marrow/mailer
modoboa	https://github.com/modoboa/modoboa
Nylas Sync Engine	https://github.com/nylas/sync-engine
yagmail	https://github.com/kootenpv/yagmail
	https://github.com/crosslore/awesome-python#environment-management
Pipenv	https://github.com/kennethreitz/pipenv
p	https://github.com/qw3rtman/p
pyenv	https://github.com/pyenv/pyenv
venv	https://docs.python.org/3/library/venv.html
virtualenv	https://pypi.python.org/pypi/virtualenv
virtualenvwrapper	https://pypi.python.org/pypi/virtualenvwrapper
	https://github.com/crosslore/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/crosslore/awesome-python#foreign-function-interface
cffi	https://pypi.python.org/pypi/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/crosslore/awesome-python#forms
Deform	https://github.com/Pylons/deform
django-bootstrap3	https://github.com/dyve/django-bootstrap3
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/crosslore/awesome-python#functional-programming
Coconut	http://coconut-lang.org/
CyToolz	https://github.com/pytoolz/cytoolz/
fn.py	https://github.com/kachayev/fn.py
funcy	https://github.com/Suor/funcy
Toolz	https://github.com/pytoolz/toolz
	https://github.com/crosslore/awesome-python#gui
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
kivy	https://kivy.org/
pyglet	https://bitbucket.org/pyglet/pyglet/wiki/Home
PyGObject	https://wiki.gnome.org/Projects/PyGObject
PyQt	https://riverbankcomputing.com/software/pyqt/intro
Qt	https://www.qt.io/
PySide	https://wiki.qt.io/PySide
Qt	http://www.qt.io/
PySimpleGUI	https://github.com/PySimpleGUI/PySimpleGUI
pywebview	https://github.com/r0x0r/pywebview/
Tkinter	https://wiki.python.org/moin/TkInter
Toga	https://github.com/pybee/toga
urwid	http://urwid.org/
wxPython	https://wxpython.org/
	https://github.com/crosslore/awesome-python#game-development
Cocos2d	http://cocos2d.org/
Harfang3D	http://www.harfang3d.com
Panda3D	https://www.panda3d.org/
Pygame	http://www.pygame.org/news.html
PyOgre	http://www.ogre3d.org/tikiwiki/PyOgre
PyOpenGL	http://pyopengl.sourceforge.net/
PySDL2	https://pysdl2.readthedocs.io
RenPy	https://www.renpy.org/
	https://github.com/crosslore/awesome-python#geolocation
django-countries	https://github.com/SmileyChris/django-countries
GeoDjango	https://docs.djangoproject.com/en/dev/ref/contrib/gis/
GeoIP	https://github.com/maxmind/geoip-api-python
geojson	https://github.com/frewsxcv/python-geojson
geopy	https://github.com/geopy/geopy
pygeoip	https://github.com/appliedsec/pygeoip
	https://github.com/crosslore/awesome-python#html-manipulation
BeautifulSoup	https://www.crummy.com/software/BeautifulSoup/bs4/doc/
bleach	https://github.com/mozilla/bleach
cssutils	https://pypi.python.org/pypi/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/crosslore/awesome-python#http
grequests	https://github.com/kennethreitz/grequests
httplib2	https://github.com/httplib2/httplib2
requests	http://docs.python-requests.org/en/latest/
treq	https://github.com/twisted/treq
urllib3	https://github.com/shazow/urllib3
	https://github.com/crosslore/awesome-python#hardware
ino	http://inotool.org/
Arduino	https://www.arduino.cc/
keyboard	https://github.com/boppreh/keyboard
mouse	https://github.com/boppreh/mouse
Pingo	http://www.pingo.io/
PyUserInput	https://github.com/SavinaRoja/PyUserInput
scapy	https://github.com/secdev/scapy
wifi	https://github.com/rockymeza/wifi
	https://github.com/crosslore/awesome-python#image-processing
hmap	https://github.com/rossgoodwin/hmap
imgSeek	https://sourceforge.net/projects/imgseek/
nude.py	https://github.com/hhatto/nude.py
pagan	https://github.com/daboth/pagan
pillow	https://github.com/python-pillow/Pillow
PIL	http://www.pythonware.com/products/pil/
pyBarcode	https://pythonhosted.org/pyBarcode/
pygram	https://github.com/ajkumar25/pygram
python-qrcode	https://github.com/lincolnloop/python-qrcode
Quads	https://github.com/fogleman/Quads
scikit-image	http://scikit-image.org/
thumbor	https://github.com/thumbor/thumbor
wand	https://github.com/dahlia/wand
MagickWand	http://www.imagemagick.org/script/magick-wand.php
	https://github.com/crosslore/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://bitbucket.org/pypy/pypy
PySec	https://github.com/ebranca/owasp-pysec
Pyston	https://github.com/dropbox/pyston
Stackless Python	https://github.com/stackless-dev/stackless/wiki
	https://github.com/crosslore/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/crosslore/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/crosslore/awesome-python#job-scheduler
APScheduler	http://apscheduler.readthedocs.io/en/latest/
django-schedule	https://github.com/thauber/django-schedule
doit	http://pydoit.org/
gunnery	https://github.com/gunnery/gunnery
Joblib	http://pythonhosted.org/joblib/index.html
Plan	https://github.com/fengsp/plan
schedule	https://github.com/dbader/schedule
Spiff	https://github.com/knipknap/SpiffWorkflow
TaskFlow	https://docs.openstack.org/developer/taskflow/
Airflow	https://airflow.apache.org/
	https://github.com/crosslore/awesome-python#logging
Eliot	https://github.com/ScatterHQ/eliot
logbook	http://logbook.readthedocs.io/en/stable/
logging	https://docs.python.org/3/library/logging.html
raven	https://github.com/getsentry/raven-python
	https://github.com/crosslore/awesome-python#machine-learning
awesome-machine-learning	https://github.com/josephmisiti/awesome-machine-learning#python
H2O	https://github.com/h2oai/h2o-3
Metrics	https://github.com/benhamner/Metrics
NuPIC	https://github.com/numenta/nupic
scikit-learn	http://scikit-learn.org/
Spark ML	http://spark.apache.org/docs/latest/ml-guide.html
Apache Spark	http://spark.apache.org/
vowpal_porpoise	https://github.com/josephreisinger/vowpal_porpoise
Vowpal Wabbit	https://github.com/JohnLangford/vowpal_wabbit/
xgboost	https://github.com/dmlc/xgboost
	https://github.com/crosslore/awesome-python#microsoft-windows
Python(x,y)	http://python-xy.github.io/
pythonlibs	http://www.lfd.uci.edu/~gohlke/pythonlibs/
PythonNet	https://github.com/pythonnet/pythonnet
PyWin32	https://sourceforge.net/projects/pywin32/
WinPython	https://winpython.github.io/
	https://github.com/crosslore/awesome-python#miscellaneous
blinker	https://github.com/jek/blinker
itsdangerous	https://github.com/pallets/itsdangerous
pluginbase	https://github.com/mitsuhiko/pluginbase
Pychievements	https://github.com/PacketPerception/pychievements
Tryton	http://www.tryton.org/
	https://github.com/crosslore/awesome-python#natural-language-processing
gensim	https://github.com/RaRe-Technologies/gensim
Jieba	https://github.com/fxsjy/jieba
langid.py	https://github.com/saffsd/langid.py
NLTK	http://www.nltk.org/
Pattern	http://www.clips.ua.ac.be/pattern
polyglot	https://github.com/aboSamoor/polyglot
SnowNLP	https://github.com/isnowfy/snownlp
spaCy	https://spacy.io/
TextBlob	https://github.com/sloria/TextBlob
PyTorch-NLP	https://github.com/PetrochukM/PyTorch-NLP
StanfordNLP	https://github.com/stanfordnlp/stanfordnlp
	https://github.com/crosslore/awesome-python#network-virtualization
Mininet	http://mininet.org/
POX	https://github.com/noxrepo/pox
Pyretic	http://frenetic-lang.org/pyretic/
SDX Platform	https://github.com/sdn-ixp/internet2award
	https://github.com/crosslore/awesome-python#networking
asyncio	https://docs.python.org/3/library/asyncio.html
awesome-asyncio	https://github.com/timofurrer/awesome-asyncio
diesel	https://github.com/dieseldev/diesel
pulsar	https://github.com/quantmind/pulsar
pyzmq	http://zeromq.github.io/pyzmq/
Twisted	https://twistedmatrix.com/trac/
txZMQ	https://github.com/smira/txZMQ
NAPALM	https://github.com/napalm-automation/napalm
	https://github.com/crosslore/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/crosslore/awesome-python#orm
Django Models	https://docs.djangoproject.com/en/dev/topics/db/models/
SQLAlchemy	http://www.sqlalchemy.org/
awesome-sqlalchemy	https://github.com/dahlia/awesome-sqlalchemy
Orator	https://orator-orm.com
Peewee	https://github.com/coleifer/peewee
PonyORM	https://ponyorm.com/
pyDAL	https://github.com/web2py/pydal/
python-sql	https://pypi.python.org/pypi/python-sql
django-mongodb-engine	https://github.com/django-nonrel/mongodb-engine
flywheel	https://github.com/stevearc/flywheel
hot-redis	https://github.com/stephenmcd/hot-redis
MongoEngine	http://mongoengine.org/
PynamoDB	https://github.com/pynamodb/PynamoDB
Amazon DynamoDB	https://aws.amazon.com/dynamodb/
redisco	https://github.com/kiddouk/redisco
butterdb	https://github.com/terrible-ideas/butterdb
dataset	https://github.com/pudo/dataset
	https://github.com/crosslore/awesome-python#package-management
pip	https://pip.pypa.io/en/stable/
Python Package Index	https://pypi.python.org/pypi
conda	https://github.com/conda/conda/
Curdling	http://clarete.li/curdling/
pip-tools	https://github.com/jazzband/pip-tools
wheel	http://pythonwheels.com/
	https://github.com/crosslore/awesome-python#package-repositories
warehouse	https://github.com/pypa/warehouse
Warehouse	https://pypi.org/
bandersnatch	https://bitbucket.org/pypa/bandersnatch
devpi	http://doc.devpi.net/latest/
localshop	https://github.com/jazzband/localshop
	https://github.com/crosslore/awesome-python#permissions
Carteblanche	https://github.com/neuman/python-carteblanche/
django-guardian	https://github.com/django-guardian/django-guardian
django-rules	https://github.com/dfunckt/django-rules
	https://github.com/crosslore/awesome-python#processes
delegator.py	https://github.com/kennethreitz/delegator.py
Subprocesses	https://docs.python.org/3.6/library/subprocess.html
sarge	http://sarge.readthedocs.io/en/latest/
sh	https://github.com/amoffat/sh
	https://github.com/crosslore/awesome-python#queue
celery	http://www.celeryproject.org/
huey	https://github.com/coleifer/huey
mrq	https://github.com/pricingassistant/mrq
rq	http://python-rq.org/
simpleq	https://github.com/rdegges/simpleq
	https://github.com/crosslore/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	http://surpriselib.com
TensorRec	https://github.com/jfkirk/tensorrec
	https://github.com/crosslore/awesome-python#restful-api
django-rest-framework	http://www.django-rest-framework.org/
django-tastypie	http://tastypieapi.org/
eve	https://github.com/pyeve/eve
flask-api-utils	https://github.com/marselester/flask-api-utils
flask-api	http://www.flaskapi.org/
flask-restful	https://github.com/flask-restful/flask-restful
flask-restless	https://github.com/jfinkels/flask-restless
cornice	https://github.com/Cornices/cornice
falcon	http://falconframework.org/
hug	https://github.com/timothycrosley/hug
restless	https://github.com/toastdriven/restless
ripozo	https://github.com/vertical-knowledge/ripozo
sandman	https://github.com/jeffknupp/sandman
apistar	https://github.com/encode/apistar
	https://github.com/crosslore/awesome-python#robotics
PythonRobotics	https://github.com/AtsushiSakai/PythonRobotics
rospy	http://wiki.ros.org/rospy
	https://github.com/crosslore/awesome-python#rpc-servers
SimpleJSONRPCServer	https://github.com/joshmarshall/jsonrpclib/
SimpleXMLRPCServer	https://docs.python.org/3/library/xmlrpc.server.html
zeroRPC	https://github.com/0rpc/zerorpc-python
ZeroMQ	http://zeromq.org/
MessagePack	http://msgpack.org/
	https://github.com/crosslore/awesome-python#science
astropy	http://www.astropy.org/
bcbio-nextgen	https://github.com/chapmanb/bcbio-nextgen
bccb	https://github.com/chapmanb/bcbb
Biopython	http://biopython.org/wiki/Main_Page
cclib	http://cclib.github.io/
Colour	http://colour-science.org/
NetworkX	https://networkx.github.io/
NIPY	http://nipy.org
NumPy	http://www.numpy.org/
Open Babel	http://openbabel.org/wiki/Main_Page
ObsPy	https://github.com/obspy/obspy/wiki/
PyDy	http://www.pydy.org/
PyMC	https://github.com/pymc-devs/pymc3
QuTiP	http://qutip.org/
RDKit	http://www.rdkit.org/
SciPy	https://www.scipy.org/
statsmodels	https://github.com/statsmodels/statsmodels
SymPy	https://github.com/sympy/sympy
Zipline	https://github.com/quantopian/zipline
SimPy	https://bitbucket.org/simpy/simpy
	https://github.com/crosslore/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
esengine	https://github.com/seek-ai/esengine
pysolr	https://github.com/django-haystack/pysolr
solrpy	https://github.com/edsu/solrpy
solr	http://lucene.apache.org/solr/
Whoosh	http://whoosh.readthedocs.io/en/latest/
	https://github.com/crosslore/awesome-python#serialization
marshmallow	https://github.com/marshmallow-code/marshmallow
	https://github.com/crosslore/awesome-python#serverless-frameworks
apex	https://github.com/apex/apex
AWS Lambda	https://aws.amazon.com/lambda/
python-lambda	https://github.com/nficano/python-lambda
Zappa	https://github.com/Miserlou/Zappa
	https://github.com/crosslore/awesome-python#specific-formats-processing
tablib	https://github.com/kennethreitz/tablib
Marmir	https://github.com/brianray/mm
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
relatorio	http://relatorio.tryton.org/
unoconv	https://github.com/dagwieers/unoconv
XlsxWriter	https://xlsxwriter.readthedocs.io
xlwings	https://www.xlwings.org
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	http://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/crosslore/awesome-python#static-site-generator
Cactus	https://github.com/eudicots/Cactus
Hyde	http://hyde.github.io/
Lektor	https://www.getlektor.com/
Nikola	https://www.getnikola.com/
Pelican	https://blog.getpelican.com/
Tinkerer	http://tinkerer.me/
	https://github.com/crosslore/awesome-python#tagging
django-taggit	https://github.com/alex/django-taggit
	https://github.com/crosslore/awesome-python#template-engine
Genshi	https://genshi.edgewall.org/
Jinja2	https://github.com/pallets/jinja
Mako	http://www.makotemplates.org/
	https://github.com/crosslore/awesome-python#testing
hypothesis	https://github.com/HypothesisWorks/hypothesis-python
mamba	http://nestorsalceda.github.io/mamba/
nose	https://github.com/nose-devs/nose
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
tox	https://tox.readthedocs.io/en/latest/
locust	https://github.com/locustio/locust
PyAutoGUI	https://github.com/asweigart/pyautogui
Selenium	https://pypi.python.org/pypi/selenium
Selenium	http://www.seleniumhq.org/
sixpack	https://github.com/seatgeek/sixpack
splinter	https://github.com/cobrateam/splinter
doublex	https://pypi.python.org/pypi/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.python.org/pypi/coverage
mimesis	https://github.com/lk-geimfari/mimesis
fake2db	https://github.com/emirozer/fake2db
faker	https://github.com/joke2k/faker
radar	https://pypi.python.org/pypi/radar
FuckIt.py	https://github.com/ajalt/fuckitpy
	https://github.com/crosslore/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
hashids	https://github.com/davidaurelio/hashids-python
hashids	http://hashids.org
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
shortuuid	https://github.com/skorokithakis/shortuuid
textdistance	https://github.com/orsinium/textdistance
unidecode	https://pypi.python.org/pypi/Unidecode
uniout	https://github.com/moskytw/uniout
xpinyin	https://github.com/lxneng/xpinyin
awesome-slugify	https://github.com/dimka665/awesome-slugify
python-slugify	https://github.com/un33k/python-slugify
unicode-slugify	https://github.com/mozilla/unicode-slugify
phonenumbers	https://github.com/daviddrysdale/python-phonenumbers
PLY	http://www.dabeaz.com/ply/
Pygments	http://pygments.org/
pyparsing	https://github.com/pyparsing/pyparsing
python-nameparser	https://github.com/derek73/python-nameparser
python-user-agents	https://github.com/selwin/python-user-agents
sqlparse	https://github.com/andialbrecht/sqlparse
	https://github.com/crosslore/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
facepy	https://github.com/jgorset/facepy
gmail	https://github.com/charlierguo/gmail
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/crosslore/awesome-python#url-manipulation
furl	https://github.com/gruns/furl
purl	https://github.com/codeinthehole/purl
pyshorteners	https://github.com/ellisonleao/pyshorteners
short_url	https://github.com/Alir3z4/python-short_url
webargs	https://github.com/sloria/webargs
	https://github.com/crosslore/awesome-python#video
moviepy	http://zulko.github.io/moviepy/
scikit-video	https://github.com/aizvorski/scikit-video
	https://github.com/crosslore/awesome-python#wsgi-servers
bjoern	https://pypi.python.org/pypi/bjoern
fapws3	http://www.fapws.org/
gunicorn	https://pypi.python.org/pypi/gunicorn
meinheld	https://pypi.python.org/pypi/meinheld
netius	https://github.com/hivesolutions/netius
rocket	https://pypi.python.org/pypi/rocket
uWSGI	https://uwsgi-docs.readthedocs.io/en/latest/
waitress	https://waitress.readthedocs.io/en/latest/
Werkzeug	http://werkzeug.pocoo.org/
	https://github.com/crosslore/awesome-python#web-content-extracting
Haul	https://github.com/vinta/Haul
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-goose	https://github.com/grangier/python-goose
python-readability	https://github.com/buriy/python-readability
requests-html	https://github.com/kennethreitz/requests-html
sanitize	https://github.com/Alir3z4/python-sanitize
sumy	https://github.com/miso-belica/sumy
textract	https://github.com/deanmalmgren/textract
toapi	https://github.com/gaojiuli/toapi
	https://github.com/crosslore/awesome-python#web-crawling--web-scraping
cola	https://github.com/chineking/cola
Demiurge	https://github.com/matiasb/demiurge
feedparser	http://pythonhosted.org/feedparser/
Grab	http://grablib.org/
MechanicalSoup	https://github.com/hickford/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/crosslore/awesome-python#web-frameworks
Django	https://www.djangoproject.com/
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
Sanic	https://github.com/channelcat/sanic
Tornado	http://www.tornadoweb.org/en/latest/
Vibora	https://vibora.io/
	https://github.com/crosslore/awesome-python#websocket
AutobahnPython	https://github.com/crossbario/autobahn-python
asyncio	https://docs.python.org/3/library/asyncio.html
Crossbar	https://github.com/crossbario/crossbar/
django-channels	https://github.com/django/channels
django-socketio	https://github.com/stephenmcd/django-socketio
WebSocket-for-Python	https://github.com/Lawouach/WebSocket-for-Python
	https://github.com/crosslore/awesome-python#services
	https://github.com/crosslore/awesome-python#continuous-integration
awesome-CIandCD	https://github.com/ciandcd/awesome-ciandcd#online-build-system
CircleCI	https://circleci.com/
Travis CI	https://travis-ci.org
private	https://travis-ci.com
Vexor CI	https://vexor.io
Wercker	http://www.wercker.com/
	https://github.com/crosslore/awesome-python#code-quality
Codacy	https://www.codacy.com/
Codecov	https://codecov.io/
CodeFactor	https://www.codefactor.io/
Landscape	https://landscape.io/
	https://github.com/crosslore/awesome-python#resources
	https://github.com/crosslore/awesome-python#podcasts
From Python Import Podcast	http://frompythonimportpodcast.com/
Podcast.init	https://podcastinit.com/
Python Bytes	https://pythonbytes.fm
Python Testing	http://pythontesting.net
Radio Free Python	http://radiofreepython.com/
Talk Python To Me	https://talkpython.fm/
	https://github.com/crosslore/awesome-python#twitter
@codetengu	https://twitter.com/codetengu
@getpy	https://twitter.com/getpy
@importpython	https://twitter.com/importpython
@planetpython	https://twitter.com/planetpython
@pycoders	https://twitter.com/pycoders
@pypi	https://twitter.com/pypi
@pythontrending	https://twitter.com/pythontrending
@PythonWeekly	https://twitter.com/PythonWeekly
@TalkPython	https://twitter.com/talkpython
@realpython	https://twitter.com/realpython
	https://github.com/crosslore/awesome-python#websites
/r/CoolGithubProjects	https://www.reddit.com/r/coolgithubprojects/
/r/Python	https://www.reddit.com/r/python
Awesome Python @LibHunt	https://python.libhunt.com/
Django Packages	https://djangopackages.org/
Full Stack Python	https://www.fullstackpython.com/
PyPI Ranking	http://pypi-ranking.info/alltime
Python 3 Wall of Superpowers	http://python3wos.appspot.com/
Python Hackers	http://www.oss.io/open-source/
Python ZEEF	https://python.zeef.com/alan.richmond
Python 开发社区	https://www.ctolib.com/python/
Real Python	https://realpython.com
Trending Python repositories on GitHub today	https://github.com/trending?l=python
	https://github.com/crosslore/awesome-python#weekly
CodeTengu Weekly 碼天狗週刊	https://weekly.codetengu.com/
Import Python Newsletter	http://importpython.com/newsletter/
Pycoder's Weekly	http://pycoders.com/
Python Weekly	http://www.pythonweekly.com/
Python Tricks	https://realpython.com/python-tricks/
	https://github.com/crosslore/awesome-python#other-awesome-lists
awesome	https://github.com/sindresorhus/awesome
awesomo	https://github.com/lk-geimfari/awesomo
lists	https://github.com/jnv/lists
pycrumbs	https://github.com/kirang89/pycrumbs
python-github-projects	https://github.com/checkcheckzz/python-github-projects
python_reference	https://github.com/rasbt/python_reference
pythonidae	https://github.com/svaksha/pythonidae
Python Podcasts	https://www.cybrhome.com/topic/python-podcasts
Python for Social Good	https://github.com/metakermit/awesome-python-for-social-good
	https://github.com/crosslore/awesome-python#contributing
contribution guidelines	https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md
vote for them	https://github.com/vinta/awesome-python/pulls
@vinta	https://twitter.com/vinta
awesome-python.com/	https://awesome-python.com/
Readme	https://github.com/crosslore/awesome-python#readme-ov-file
View license	https://github.com/crosslore/awesome-python#License-1-ov-file
Contributing	https://github.com/crosslore/awesome-python#contributing-ov-file
Please reload this page	https://github.com/crosslore/awesome-python
Activity	https://github.com/crosslore/awesome-python/activity
0 forks	https://github.com/crosslore/awesome-python/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcrosslore%2Fawesome-python&report=crosslore+%28user%29
Releases	https://github.com/crosslore/awesome-python/releases
Packages 0	https://github.com/users/crosslore/packages?repo_name=awesome-python
Please reload this page	https://github.com/crosslore/awesome-python
Contributors	https://github.com/crosslore/awesome-python/graphs/contributors
Please reload this page	https://github.com/crosslore/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.