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https://awesome-python.com/topics/python-framework#command-line-interface-development
cementhttps://github.com/datafolklabs/cement
clickhttps://github.com/pallets/click/
cliffhttps://github.com/openstack/cliff
python-firehttps://github.com/google/python-fire
python-prompt-toolkithttps://github.com/prompt-toolkit/python-prompt-toolkit
Typerhttps://github.com/tiangolo/typer
alive-progresshttps://github.com/rsalmei/alive-progress
asciimaticshttps://github.com/peterbrittain/asciimatics
bashplotlibhttps://github.com/glamp/bashplotlib
coloramahttps://github.com/tartley/colorama
richhttps://github.com/Textualize/rich
tqdmhttps://github.com/tqdm/tqdm
https://awesome-python.com/topics/python-framework#command-line-tools
cookiecutterhttps://github.com/cookiecutter/cookiecutter
copierhttps://github.com/copier-org/copier
doitlivehttps://github.com/sloria/doitlive
howdoihttps://github.com/gleitz/howdoi
invokehttps://github.com/pyinvoke/invoke
pathpickerhttps://github.com/facebook/PathPicker
thefuckhttps://github.com/nvbn/thefuck
tmuxphttps://github.com/tmux-python/tmuxp
tmuxhttps://github.com/tmux/tmux
tryhttps://github.com/timofurrer/try
httpiehttps://github.com/httpie/cli
iredishttps://github.com/laixintao/iredis
liteclihttps://github.com/dbcli/litecli
myclihttps://github.com/dbcli/mycli
pgclihttps://github.com/dbcli/pgcli
https://awesome-python.com/topics/python-framework#computer-vision
easyocrhttps://github.com/JaidedAI/EasyOCR
korniahttps://github.com/kornia/kornia/
opencvhttps://opencv.org/
pytesseracthttps://github.com/madmaze/pytesseract
Google Tesseract OCRhttps://github.com/tesseract-ocr
tesserocrhttps://github.com/sirfz/tesserocr
https://awesome-python.com/topics/python-framework#configuration-files
configobjhttps://github.com/DiffSK/configobj
configparserhttps://docs.python.org/3/library/configparser.html
dynaconfhttps://github.com/dynaconf/dynaconf
hydrahttps://github.com/facebookresearch/hydra
python-decouplehttps://github.com/HBNetwork/python-decouple
https://awesome-python.com/topics/python-framework#cryptography
cryptographyhttps://github.com/pyca/cryptography
paramikohttps://github.com/paramiko/paramiko
pynaclhttps://github.com/pyca/pynacl
https://awesome-python.com/topics/python-framework#data-analysis
aws-sdk-pandashttps://github.com/aws/aws-sdk-pandas
datasettehttps://github.com/simonw/datasette
desbordantehttps://github.com/desbordante/desbordante-core/
doclinghttps://github.com/docling-project/docling
optimushttps://github.com/hi-primus/optimus
pandashttp://pandas.pydata.org/
pathwayhttps://github.com/pathwaycom/pathway
polarshttps://github.com/pola-rs/polars
https://awesome-python.com/topics/python-framework#data-validation
cerberushttps://github.com/pyeve/cerberus
colanderhttps://github.com/Pylons/colander
jsonschemahttps://github.com/python-jsonschema/jsonschema
JSON Schemahttp://json-schema.org/
pydantichttps://github.com/pydantic/pydantic
schemahttps://github.com/keleshev/schema
schematicshttps://github.com/schematics/schematics
voluptuoushttps://github.com/alecthomas/voluptuous
https://awesome-python.com/topics/python-framework#data-visualization
awesome-javascripthttps://github.com/sorrycc/awesome-javascript#data-visualization
altairhttps://github.com/altair-viz/altair
bokehhttps://github.com/bokeh/bokeh
bqplothttps://github.com/bloomberg/bqplot
cartopyhttps://github.com/SciTools/cartopy
diagramshttps://github.com/mingrammer/diagrams
matplotlibhttps://github.com/matplotlib/matplotlib
plotninehttps://github.com/has2k1/plotnine
pygalhttps://github.com/Kozea/pygal
pygraphvizhttps://github.com/pygraphviz/pygraphviz/
Graphvizhttp://www.graphviz.org/
pyqtgraphhttps://github.com/pyqtgraph/pyqtgraph
seabornhttps://github.com/mwaskom/seaborn
UltraPlothttps://github.com/ultraplot/UltraPlot
vispyhttps://github.com/vispy/vispy
https://awesome-python.com/topics/python-framework#database
DuckDBhttps://duckdb.org/
pickleDBhttps://github.com/patx/pickledb
tinydbhttps://github.com/msiemens/tinydb
zodbhttps://github.com/zopefoundation/ZODB
https://awesome-python.com/topics/python-framework#database-drivers
awesome-mysqlhttp://shlomi-noach.github.io/awesome-mysql/
mysqlclienthttps://github.com/PyMySQL/mysqlclient
mysql-pythonhttps://sourceforge.net/projects/mysql-python/
pymysqlhttps://github.com/PyMySQL/PyMySQL
awesome-postgreshttps://github.com/dhamaniasad/awesome-postgres
psycopghttps://github.com/psycopg/psycopg
awesome-sqlitehttps://github.com/planetopendata/awesome-sqlite
sqlite-utilshttps://github.com/simonw/sqlite-utils
sqlite3https://docs.python.org/3/library/sqlite3.html
clickhouse-driverhttps://github.com/mymarilyn/clickhouse-driver
pymssqlhttps://github.com/pymssql/pymssql
cassandra-driverhttps://github.com/datastax/python-driver
Django MongoDB Backendhttps://github.com/mongodb/django-mongodb-backend
kafka-pythonhttps://github.com/dpkp/kafka-python
pymongohttps://github.com/mongodb/mongo-python-driver
redis-pyhttps://github.com/redis/redis-py
Beaniehttps://github.com/BeanieODM/beanie
https://awesome-python.com/topics/python-framework#date-and-time
arrowhttps://github.com/arrow-py/arrow
dateutilhttps://github.com/dateutil/dateutil
datetimehttps://docs.python.org/3/library/datetime.html
pendulumhttps://github.com/sdispater/pendulum
pytzhttps://pypi.org/project/pytz/
tz databasehttps://en.wikipedia.org/wiki/Tz_database
https://awesome-python.com/topics/python-framework#debugging-tools
ipdbhttps://github.com/gotcha/ipdb
pdbhttps://docs.python.org/3/library/pdb.html
pudbhttps://github.com/inducer/pudb
manholehttps://github.com/ionelmc/python-manhole
python-hunterhttps://github.com/ionelmc/python-hunter
py-spyhttps://github.com/benfred/py-spy
vprofhttps://github.com/nvdv/vprof
django-debug-toolbarhttps://github.com/jazzband/django-debug-toolbar
flask-debugtoolbarhttps://github.com/pallets-eco/flask-debugtoolbar
icecreamhttps://github.com/gruns/icecream
memory-graphhttps://github.com/bterwijn/memory_graph
pyelftoolshttps://github.com/eliben/pyelftools
https://awesome-python.com/topics/python-framework#deep-learning
awesome-deep-learninghttps://github.com/ChristosChristofidis/awesome-deep-learning
jaxhttps://github.com/google/jax
kerashttps://github.com/keras-team/keras
pytorch-lightninghttps://github.com/Lightning-AI/pytorch-lightning
pytorchhttps://github.com/pytorch/pytorch
stable-baselines3https://github.com/DLR-RM/stable-baselines3
tensorflowhttps://github.com/tensorflow/tensorflow
https://awesome-python.com/topics/python-framework#devops-tools
boto3https://github.com/boto/boto3
ansiblehttps://github.com/ansible/ansible
cloudinithttps://github.com/canonical/cloud-init
openstackhttps://www.openstack.org/
pyinfrahttps://github.com/pyinfra-dev/pyinfra
saltstackhttps://github.com/saltstack/salt
cuisinehttps://github.com/sebastien/cuisine
fabrichttps://github.com/fabric/fabric
supervisorhttps://github.com/Supervisor/supervisor
psutilhttps://github.com/giampaolo/psutil
borghttps://github.com/borgbackup/borg
chaostoolkithttps://github.com/chaostoolkit/chaostoolkit
https://awesome-python.com/topics/python-framework#distributed-computing
daskhttps://github.com/dask/dask
luigihttps://github.com/spotify/luigi
mpi4pyhttps://github.com/mpi4py/mpi4py
PySparkhttps://github.com/apache/spark
Apache Sparkhttps://spark.apache.org/
Rayhttps://github.com/ray-project/ray/
streamparsehttps://github.com/Parsely/streamparse
Apache Stormhttp://storm.apache.org/
https://awesome-python.com/topics/python-framework#distribution
cx_freezehttps://github.com/marcelotduarte/cx_Freeze
Nuitkahttps://github.com/Nuitka/Nuitka
py2apphttps://github.com/ronaldoussoren/py2app
py2exehttps://github.com/py2exe/py2exe
pyarmorhttps://github.com/dashingsoft/pyarmor
pyinstallerhttps://github.com/pyinstaller/pyinstaller
shivhttps://github.com/linkedin/shiv
https://awesome-python.com/topics/python-framework#documentation
sphinxhttps://github.com/sphinx-doc/sphinx/
awesome-sphinxdochttps://github.com/yoloseem/awesome-sphinxdoc
pdochttps://github.com/mitmproxy/pdoc
https://awesome-python.com/topics/python-framework#downloader
aksharehttps://github.com/jindaxiang/akshare
OpenBBhttps://github.com/OpenBB-finance/OpenBB
s3cmdhttps://github.com/s3tools/s3cmd
yfinancehttps://github.com/ranaroussi/yfinance
youtube-dlhttps://github.com/ytdl-org/youtube-dl/
https://awesome-python.com/topics/python-framework#editor-plugins-and-ides
elpyhttps://github.com/jorgenschaefer/elpy
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://awesome-python.com/topics/python-framework#email
modoboahttps://github.com/modoboa/modoboa
imboxhttps://github.com/martinrusev/imbox
yagmailhttps://github.com/kootenpv/yagmail
flankerhttps://github.com/mailgun/flanker
mailerhttps://github.com/marrow/mailer
https://awesome-python.com/topics/python-framework#environment-management
pyenvhttps://github.com/pyenv/pyenv
pyenv-winhttps://github.com/pyenv-win/pyenv-win
uvhttps://github.com/astral-sh/uv
virtualenvhttps://github.com/pypa/virtualenv
https://awesome-python.com/topics/python-framework#file-manipulation
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
python-magichttps://github.com/ahupp/python-magic
watchdoghttps://github.com/gorakhargosh/watchdog
watchfileshttps://github.com/samuelcolvin/watchfiles
https://awesome-python.com/topics/python-framework#functional-programming
coconuthttps://github.com/evhub/coconut
cytoolzhttps://github.com/pytoolz/cytoolz/
funcyhttps://github.com/Suor/funcy
more-itertoolshttps://github.com/erikrose/more-itertools
returnshttps://github.com/dry-python/returns
toolzhttps://github.com/pytoolz/toolz
https://awesome-python.com/topics/python-framework#gui-development
curseshttps://docs.python.org/3/library/curses.html
ncurseshttp://www.gnu.org/software/ncurses/
CustomTkinterhttps://github.com/tomschimansky/customtkinter
DearPyGuihttps://github.com/RaylockLLC/DearPyGui/
enamlhttps://github.com/nucleic/enaml
Flethttps://flet.dev
Flexxhttps://github.com/zoofIO/flexx
Gooeyhttps://github.com/chriskiehl/Gooey
kivyhttps://kivy.org/
NiceGUIhttps://github.com/zauberzeug/nicegui
pyglethttps://github.com/pyglet/pyglet
PyGObjecthttps://pygobject.readthedocs.io/
PySidehttps://doc.qt.io/qtforpython/
Qthttps://www.qt.io/
PyQthttps://www.riverbankcomputing.com/static/Docs/PyQt6/
Qthttps://www.qt.io/
pywebviewhttps://github.com/r0x0r/pywebview/
Tkinterhttps://wiki.python.org/moin/TkInter
Togahttps://github.com/pybee/toga
urwidhttp://urwid.org/
wxPythonhttps://wxpython.org/
https://awesome-python.com/topics/python-framework#graphql
graphenehttps://github.com/graphql-python/graphene/
strawberry-djangohttps://github.com/strawberry-graphql/strawberry-django
https://awesome-python.com/topics/python-framework#game-development
Arcadehttps://api.arcade.academy/en/latest/
Cocos2dhttps://www.cocos.com/en/cocos2d-x
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://awesome-python.com/topics/python-framework#geolocation
django-countrieshttps://github.com/SmileyChris/django-countries
geodjangohttps://docs.djangoproject.com/en/dev/ref/contrib/gis/
geojsonhttps://github.com/jazzband/geojson
geopandashttps://github.com/geopandas/geopandas
geopyhttps://github.com/geopy/geopy
https://awesome-python.com/topics/python-framework#html-manipulation
beautifulsouphttps://www.crummy.com/software/BeautifulSoup/bs4/doc/
cssutilshttps://pypi.org/project/cssutils/
html5libhttps://github.com/html5lib/html5lib-python
JustHTMLhttps://github.com/EmilStenstrom/justhtml/
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://awesome-python.com/topics/python-framework#http-clients
httpxhttps://github.com/encode/httpx
requestshttps://github.com/psf/requests
treqhttps://github.com/twisted/treq
urllib3https://github.com/urllib3/urllib3
https://awesome-python.com/topics/python-framework#hardware
bleakhttps://github.com/hbldh/bleak
mousehttps://github.com/boppreh/mouse
pynputhttps://github.com/moses-palmer/pynput
scapyhttps://github.com/secdev/scapy
https://awesome-python.com/topics/python-framework#image-processing
pillowhttps://github.com/python-pillow/Pillow
PILhttp://www.pythonware.com/products/pil/
pymattinghttp://github.com/pymatting/pymatting
python-barcodehttps://github.com/WhyNotHugo/python-barcode
python-qrcodehttps://github.com/lincolnloop/python-qrcode
pyvipshttps://github.com/libvips/pyvips
quadshttps://github.com/fogleman/Quads
scikit-imagehttp://scikit-image.org/
thumborhttps://github.com/thumbor/thumbor
wandhttps://github.com/emcconville/wand
MagickWandhttp://www.imagemagick.org/script/magick-wand.php
https://awesome-python.com/topics/python-framework#implementations
clpythonhttps://github.com/metawilm/cl-python
cpythonhttps://github.com/python/cpython
cythonhttps://github.com/cython/cython
ironpythonhttps://github.com/IronLanguages/ironpython3
micropythonhttps://github.com/micropython/micropython
numbahttps://github.com/numba/numba
peachpyhttps://github.com/Maratyszcza/PeachPy
pypyhttps://foss.heptapod.net/pypy/pypy
pystonhttps://github.com/pyston/pyston/
https://awesome-python.com/topics/python-framework#interactive-interpreter
bpythonhttps://github.com/bpython/bpython
Jupyter Notebook (IPython)https://jupyter.org
awesome-jupyterhttps://github.com/markusschanta/awesome-jupyter
marimohttps://github.com/marimo-team/marimo
ptpythonhttps://github.com/jonathanslenders/ptpython
python-prompt-toolkithttps://github.com/jonathanslenders/python-prompt-toolkit
https://awesome-python.com/topics/python-framework#internationalization
Babelhttp://babel.pocoo.org/en/latest/
https://awesome-python.com/topics/python-framework#job-scheduler
Airflowhttps://airflow.apache.org/
APSchedulerhttp://apscheduler.readthedocs.io/en/latest/
django-schedulehttps://github.com/thauber/django-schedule
doithttp://pydoit.org/
Joblibhttps://joblib.readthedocs.io/
Planhttps://github.com/fengsp/plan
Prefecthttps://github.com/PrefectHQ/prefect
schedulehttps://github.com/dbader/schedule
Spiffhttps://github.com/knipknap/SpiffWorkflow
TaskFlowhttps://docs.openstack.org/developer/taskflow/
https://awesome-python.com/topics/python-framework#logging
logbookhttp://logbook.readthedocs.io/en/stable/
logginghttps://docs.python.org/3/library/logging.html
loguruhttps://github.com/Delgan/loguru
sentry-pythonhttps://github.com/getsentry/sentry-python
structloghttps://www.structlog.org/en/stable/
https://awesome-python.com/topics/python-framework#machine-learning
awesome-machine-learninghttps://github.com/josephmisiti/awesome-machine-learning#python
diffusershttps://github.com/huggingface/diffusers
gymhttps://github.com/openai/gym
Feature-enginehttps://github.com/feature-engine/feature_engine
H2Ohttps://github.com/h2oai/h2o-3
Metricshttps://github.com/benhamner/Metrics
MindsDBhttps://github.com/mindsdb/mindsdb
PraisonAIhttps://github.com/MervinPraison/PraisonAI
pydantic-aihttps://github.com/pydantic/pydantic-ai
RAGFlowhttps://github.com/infiniflow/ragflow
rasahttps://github.com/RasaHQ/rasa
scikit-learnhttp://scikit-learn.org/
Spark MLhttp://spark.apache.org/docs/latest/ml-guide.html
Apache Sparkhttp://spark.apache.org/
Transformershttps://github.com/huggingface/transformers
xgboosthttps://github.com/dmlc/xgboost
https://awesome-python.com/topics/python-framework#microsoft-windows
PythonNethttps://github.com/pythonnet/pythonnet
PyWin32https://github.com/mhammond/pywin32
WinPythonhttps://winpython.github.io/
https://awesome-python.com/topics/python-framework#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://awesome-python.com/topics/python-framework#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
spacyhttps://spacy.io/
Stanzahttps://github.com/stanfordnlp/stanza
funNLPhttps://github.com/fighting41love/funNLP
jiebahttps://github.com/fxsjy/jieba
pkuseg-pythonhttps://github.com/lancopku/pkuseg-python
snownlphttps://github.com/isnowfy/snownlp
https://awesome-python.com/topics/python-framework#network-virtualization
mininethttps://github.com/mininet/mininet
napalmhttps://github.com/napalm-automation/napalm
poxhttps://github.com/noxrepo/pox
https://awesome-python.com/topics/python-framework#orm
Django Modelshttps://docs.djangoproject.com/en/dev/topics/db/models/
SQLAlchemyhttps://www.sqlalchemy.org/
awesome-sqlalchemyhttps://github.com/dahlia/awesome-sqlalchemy
datasethttps://github.com/pudo/dataset
peeweehttps://github.com/coleifer/peewee
ponyhttps://github.com/ponyorm/pony/
pydalhttps://github.com/web2py/pydal/
SQLModelhttps://sqlmodel.tiangolo.com/
mongoenginehttps://github.com/MongoEngine/mongoengine
ODMantichttps://github.com/art049/odmantic
PynamoDBhttps://github.com/pynamodb/PynamoDB
Amazon DynamoDBhttps://aws.amazon.com/dynamodb/
https://awesome-python.com/topics/python-framework#package-management
piphttps://pip.pypa.io/en/stable/
pip-toolshttps://github.com/jazzband/pip-tools
condahttps://github.com/conda/conda/
hatchhttps://github.com/pypa/hatch
poetryhttps://github.com/sdispater/poetry
uvhttps://github.com/astral-sh/uv
https://awesome-python.com/topics/python-framework#package-repositories
bandersnatchhttps://github.com/pypa/bandersnatch/
devpihttps://github.com/devpi/devpi
warehousehttps://github.com/pypa/warehouse
https://awesome-python.com/topics/python-framework#penetration-testing
fsocietyhttps://github.com/Manisso/fsociety
setoolkithttps://github.com/trustedsec/social-engineer-toolkit
sqlmaphttps://github.com/sqlmapproject/sqlmap
https://awesome-python.com/topics/python-framework#permissions
django-guardianhttps://github.com/django-guardian/django-guardian
django-ruleshttps://github.com/dfunckt/django-rules
https://awesome-python.com/topics/python-framework#processes
delegator.pyhttps://github.com/amitt001/delegator.py
Subprocesseshttps://docs.python.org/3/library/subprocess.html
sargehttps://sarge.readthedocs.io/en/latest/
shhttps://github.com/amoffat/sh
https://awesome-python.com/topics/python-framework#recommender-systems
annoyhttps://github.com/spotify/annoy
fastFMhttps://github.com/ibayer/fastFM
implicithttps://github.com/benfred/implicit
lightfmhttps://github.com/lyst/lightfm
spotlighthttps://github.com/maciejkula/spotlight
Surprisehttps://github.com/NicolasHug/Surprise
tensorrechttps://github.com/jfkirk/tensorrec
https://awesome-python.com/topics/python-framework#refactoring
Bowlerhttps://pybowler.io/
Ropehttps://github.com/python-rope/rope
https://awesome-python.com/topics/python-framework#restful-api
django-rest-frameworkhttps://github.com/encode/django-rest-framework
django-tastypiehttps://github.com/django-tastypie/django-tastypie
evehttps://github.com/pyeve/eve
flask-apihttps://github.com/flask-api/flask-api
flask-restfulhttps://github.com/flask-restful/flask-restful
cornicehttps://github.com/Cornices/cornice
falconhttps://github.com/falconry/falcon
fastapihttps://github.com/tiangolo/fastapi
hughttps://github.com/hugapi/hug
sandman2https://github.com/jeffknupp/sandman2
sanichttps://github.com/sanic-org/sanic
https://awesome-python.com/topics/python-framework#robotics
PythonRoboticshttps://github.com/AtsushiSakai/PythonRobotics
https://awesome-python.com/topics/python-framework#rpc-servers
RPyChttps://github.com/tomerfiliba/rpyc
zeroRPChttps://github.com/0rpc/zerorpc-python
ZeroMQhttp://zeromq.org/
MessagePackhttp://msgpack.org/
https://awesome-python.com/topics/python-framework#science
Python-for-Scientistshttps://github.com/TomNicholas/Python-for-Scientists
astropyhttp://www.astropy.org/
bcbio-nextgenhttps://github.com/chapmanb/bcbio-nextgen
bccbhttps://github.com/chapmanb/bcbb
Biopythonhttp://biopython.org/wiki/Main_Page
cclibhttp://cclib.github.io/
Colourhttp://colour-science.org/
Karate Clubhttps://github.com/benedekrozemberczki/karateclub
manimhttps://github.com/ManimCommunity/manim
NetworkXhttps://networkx.github.io/
NIPYhttp://nipy.org
NumPyhttp://www.numpy.org/
ObsPyhttps://github.com/obspy/obspy/wiki/
Open Babelhttps://open-babel.readthedocs.io/
PyDyhttp://www.pydy.org/
PyMChttps://github.com/pymc-devs/pymc3
QuTiPhttp://qutip.org/
RDKithttp://www.rdkit.org/
SciPyhttps://www.scipy.org/
shapelyhttps://github.com/shapely/shapely
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statsmodelshttps://github.com/statsmodels/statsmodels
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