Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-python-cn
Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。
https://github.com/jobbole/awesome-python-cn
- 「开源前哨」和「Python开发者」微信公号团队
- 唐尤华 - 96)、[Since-future](https://github.com/Since-future)、[knktc](https://github.com/knktc)、[zhucebuliaopx](https://github.com/zhucebuliaopx)、[wardseptember](https://github.com/wardseptember)、[vmp65l3](https://github.com/vmp65l3)、[JiaxingZhao](https://github.com/JiaxingZhao)、[zhtyyx](https://github.com/zhtyyx)、[Lynn Cao](https://github.com/caolincn)、[River](https://github.com/lihuafengzi)、You
- p
- pyenv
- Vex
- virtualenv
- virtualenvwrapper
- buildout
- pip
- pip-tools
- PyPI
- pipenv
- poetry
- conda
- Curdling
- wheel
- warehouse
- bandersnatch
- devpi
- localshop
- PyInstaller
- cx_Freeze
- dh-virtualenv
- Nuitka
- py2app
- py2exe
- pynsist
- pyarmor
- shiv
- buildout
- BitBake
- fabricate
- PlatformIO
- PyBuilder
- SCons
- IPython
- bpython
- ptpython - prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) 之上。
- Jupyter Notebook (IPython)
- awesome-jupyter
- aiofiles
- imghdr
- mimetypes
- path.py
- pathlib
- python-magic
- Unipath
- watchdog
- PyFilesystem2
- arrow
- Chronyk
- dateutil
- delorean
- maya
- pendulum
- PyTime
- pytz
- when.py
- dateutil
- moment
- pytz
- chardet
- difflib
- ftfy
- thefuzz
- Levenshtein
- pangu.py
- pypinyin
- shortuuid
- simplejson
- unidecode
- uniout
- xpinyin
- pyfiglet
- flashtext
- textdistance
- awesome-slugify
- python-slugify
- unicode-slugify
- phonenumbers
- python-phonenumbers
- PLY
- Pygments
- pyparsing
- python-nameparser
- python-user-agents
- sqlparse
- tablib
- Marmir
- openpyxl
- pyexcel
- python-docx
- python-pptx
- relatorio
- unoconv
- XlsxWriter
- xlwings
- xlwt - excel/xlrd)：读写 Excel 文件的数据和格式信息。
- docxtpl
- PDFMiner
- PyPDF2
- ReportLab
- Mistune
- Python-Markdown
- Python-Markdown2 - Markdown 更快，更准确，可扩展。
- PyYAML
- csvkit
- unp
- NLTK
- gensim
- jieba
- langid.py
- Pattern
- SnowNLP
- TextBlob
- TextGrocery
- thulac
- polyglot
- pytext
- PyTorch-NLP
- spacy
- Stanza
- funNLP
- pkuseg-python
- Sphinx
- awesome-sphinxdoc
- MkDocs
- pdoc
- Pycco - programming）风格的文档生成器。
- readthedocs
- config
- ConfigObj
- ConfigParser
- profig
- python-decouple
- hydra
- cement
- click
- cliff
- clint
- docopt
- Gooey
- python-prompt-toolkit
- python-fire
- Pythonpy
- asciimatics
- alive-progress
- colorama
- bashplotlib
- rich
- tqdm
- aws-cli
- caniusepython3
- cookiecutter
- doitlive
- pyftpdlib
- howdoi
- PathPicker
- percol
- thefuck
- try
- copier
- Invoke
- tmuxp
- httpie
- iredis
- kube-shell
- litecli
- mycli
- pgcli
- SAWS
- xonsh
- s3cmd
- s4cmd
- you-get
- youtube-dl
- akshare
- pillow
- hmap
- imgSeek
- nude.py
- python-barcode
- pygram
- python-qrcode
- Quads
- scikit-image
- thumbor
- wand - wand.php)的 Python 绑定。MagickWand 是 ImageMagick 的 C API 。
- face_recognition
- pagan
- PyMatting
- pywal
- pyvips
- paddleocr
- pyocr
- pytesseract - ocr) 的一个封装。
- audiolazy
- audioread
- beets
- dejavu
- django-elastic-transcoder
- eyeD3
- id3reader
- m3u8
- mutagen
- pydub
- pyechonest
- talkbox
- TimeSide
- tinytag
- mingus
- kapre
- librosa
- matchering
- pyAudioAnalysis
- beets
- moviepy
- scikit-video
- vidgear
- GeoDjango
- GeoIP
- geojson
- geopy
- GeoIP2
- django-countries
- pygeoip
- aiohttp
- requests
- grequests
- httplib2
- treq
- urllib3
- httpx
- pickleDB
- PipelineDB
- TinyDB
- ZODB
- awesome-mysql
- aiomysql
- mysql-python
- mysql-python
- oursql
- PyMySQL - python。
- psycopg2
- queries
- txpostgres
- apsw
- pymssql
- asyncio-redis
- cassandra-python-driver
- HappyBase
- Plyvel
- py2neo
- pycassa
- PyMongo
- redis-py
- telephus
- txRedis
- kafka-python
- motor
- Django Models
- SQLAlchemy
- awesome-sqlalchemy
- awesome-sqlalchemy
- Peewee
- PonyORM
- python-sql
- dataset
- orator
- orm
- pony
- pydal
- django-mongodb-engine
- PynamoDB
- flywheel
- MongoEngine
- hot-redis
- redisco
- butterdb
- Django
- awesome-django(by shahraizali)
- awesome-django(by wsvincent)
- Flask
- awesome-flask
- Pyramid
- awesome-pyramid
- Bottle
- CherryPy
- TurboGears
- web.py
- web2py
- Tornado
- sanic
- starlette
- Masonite
- autobahn-python
- channels
- websockets
- AutobahnPython
- Crossbar
- django-socketio
- WebSocket-for-Python
- Carteblanche
- django-guardian
- django-rules
- odoo-cms
- django-cms
- djedi-cms
- FeinCMS
- Kotti
- Mezzanine
- Opps
- Plone
- Quokka
- Wagtail
- Widgy
- indico
- django-oscar
- django-shop
- Cartridge
- shoop
- alipay
- merchant
- money
- python-currencies
- forex-python
- saleor
- django-rest-framework
- django-tastypie
- django-formapi
- flask-api
- flask-restful
- flask-restless
- flask-api-utils
- eve
- cornice
- falcon
- sandman
- restless
- ripozo
- apistar
- fastapi
- hug
- sandman2
- vibora
- authlib
- Authomatic
- django-allauth
- django-oauth-toolkit
- django-oauth2-provider
- Flask-OAuthlib
- OAuthLib - 签名逻辑通用、 完整的实现。
- python-oauth2
- python-social-auth
- rauth
- sanction
- PyJWT
- python-jws
- python-jwt
- python-jose
- Jinja2
- Chameleon
- Genshi
- Mako
- celery
- daramatiq
- huey
- mrq
- rq
- simpleq
- django-haystack
- elasticsearch-py
- elasticsearch-dsl-py
- solrpy
- pysolr
- Whoosh
- django-activity-stream
- Stream-Framework
- django-compressor
- django-pipeline
- django-storages
- fanstatic
- File Conveyor
- Flask-Assets
- jinja-assets-compressor
- webassets
- Beaker
- django-cache-machine
- django-cacheops
- django-viewlet
- dogpile.cache
- HermesCache
- johnny-cache
- pylibmc
- python-diskcache
- django-celery-ses
- envelopes
- flanker
- imbox
- inbox.py
- inbox
- lamson
- mailjet
- marrow.mailer
- modoboa
- pyzmail
- Talon
- yagmail
- salmon
- mailer
- Babel
- Korean
- PyICU - project.org/) C++ 库的 Python 扩展。
- furl
- purl
- pyshorteners
- shorturl
- webargs
- BeautifulSoup
- bleach
- cssutils
- html5lib
- lxml
- MarkupSafe
- pyquery
- requests-html
- untangle
- xhtml2pdf
- xmltodict
- WeasyPrint
- xmldataset
- Scrapy
- ScrapydWeb
- cola
- Demiurge
- feedparser
- Grab
- MechanicalSoup
- portia
- pyspider
- RoboBrowser
- Haul
- html2text
- lassie
- micawber
- newspaper
- opengraph
- python-goose
- goose3
- python-readability
- sanitize
- sumy
- textract
- Deform
- django-bootstrap3
- django-bootstrap4
- django-crispy-forms
- django-remote-forms
- WTForms
- WTForms-JSON
- Cerberus - validator）。支持多种规则，提供归一化功能，可以方便地定制为 Python 风格的 schema 定义。
- colander
- kmatch
- schema
- Schematics
- valideer
- voluptuous
- jsonschema - schema.org/) 的 python 实现，用于 JSON 数据的验证。
- marshmallow
- pysimdjson
- python-rapidjson
- ultrajson
- django-simple-captcha
- django-simple-spam-blocker
- django-taggit
- Ajenti
- django-suit
- django-xadmin
- flask-admin
- flower
- Grappelli
- Wooey
- django-grappelli
- django-jet
- jet-bridge
- python-lambda
- Zappa
- Pelican
- Cactus
- Hyde
- Nikola
- Tinkerer
- Lektor
- makesite
- envoy
- sarge
- sh
- delegator.py
- multiprocessing
- threading
- eventlet
- gevent - greenlet/greenlet)。
- Tomorrow
- uvloop
- concurrent.futures
- gevent - greenlet/greenlet) 且基于协程的 Python 网络库。
- scoop
- asyncio
- trio
- Twisted
- pulsar
- diesel
- pyzmq
- Toapi
- txZMQ
- gunicorn - forked, 部分是由 C 语言编写的。
- uwsgi
- bjoern
- fapws3
- meinheld
- netius
- paste
- rocket
- waitress
- Werkzeug
- daphne - HTTP 的，支持 HTTP，HTTP2 和 WebSocket 协议的服务器。
- uvicorn
- SimpleJSONRPCServer - RPC 规范的一个实现。
- SimpleXMLRPCServer - RPC 服务器实现，单线程。
- zeroRPC
- RPyC
- cryptography
- hashids
- Paramiko
- Passlib
- PyCrypto
- PyNacl
- curses
- enaml
- kivy
- pyglet
- PyQt
- PySide
- Tkinter
- Toga
- urwid
- wxPython
- PyGObject
- Flexx
- Eel
- PySimpleGUI
- pywebview
- DearPyGui
- Cocos2d
- Panda3D
- Pygame
- PyOgre
- PyOpenGL
- PySDL2
- RenPy
- Arcade
- Harfang3D
- logging
- logbook
- Eliot
- Raven
- Sentry
- sentry-python
- loguru
- structlog
- unittest
- nose
- nose2
- contexts
- hypothesis
- mamba
- pyshould
- pytest
- green
- pyvows
- Robot Framework
- tox
- Selenium
- PyAutoGUI
- locust
- sixpack
- splinter
- Schemathesis
- mock
- doublex
- freezegun
- httmock
- httpretty
- responses
- VCR.py
- mocket
- factoryboy
- mixer
- modelmommy
- coverage
- Codecov
- faker
- fake2db
- mimesis
- radar
- FuckIt.py
- fsociety
- setoolkit
- sqlmap
- coala
- code2flow
- pycallgraph
- pysonar2
- prospector
- vulture
- Flake8
- awesome-flake8-extensions
- Pylint
- YAPF
- pylama
- wemake-python-styleguide
- autopep8
- black
- isort
- awesome-python-typing
- mypy
- pyre-check
- typeshed
- MonkeyType
- pyannotate - 484 的注解。
- pytype
- ipdb
- pudb
- pdb++
- pyringe
- wdb
- winpdb
- lptrace - pages/man1/strace.1.html)。
- manhole
- pyringe
- python-hunter
- lineprofiler
- Memory Profiler
- profiling
- py-spy
- pyflame
- vprof
- pyelftools
- python-statsd
- django-debug-toolbar
- django-devserver
- flask-debugtoolbar - debug-toolbar 的 flask 版。
- icecream
- astropy
- bcbio-nextgen
- bccb
- Biopython
- blaze
- cclib
- NetworkX
- Neupy
- NumPy
- Open Babel
- Open Mining
- orange
- Pandas
- PyDy
- PyMC
- RDKit
- SciPy
- statsmodels
- SymPy
- zipline
- Bayesian-belief-networks
- AWS Data Wrangler
- Optimus
- Colour
- Karate Club
- NIPY
- ObsPy
- QuTiP
- SimPy
- awesome-javascript
- matplotlib
- bokeh
- ggplot
- plotly
- pyecharts
- pygal
- pygraphviz
- PyQtGraph
- SnakeViz
- vincent
- VisPy
- Altair
- bqplot
- Cartopy
- Dash
- awesome-dash
- diagrams
- plotnine
- PyGraphviz
- Seaborn
- OpenCV
- pyocr
- pytesseract - ocr) 的一个封装。
- SimpleCV
- EasyOCR
- Face Recognition
- Kornia
- tesserocr - ocr` API 装饰器，可用于 OCR。
- awesome-deep-learning
- Caffe
- Caffe2
- keras
- MXNet
- Pytorch
- SerpentAI
- Theano
- TensorFlow
- skflow - learn)。
- hebel
- pydeep
- awesome-machine-learning
- Crab
- NuPIC
- pattern
- PyBrain
- Pylearn2
- python-recsys
- scikit-learn
- vowpalporpoise
- gym
- H2O
- Metrics
- vowpal_porpoise
- xgboost
- MindsDB
- annoy
- fastFM
- implicit
- libffm - aware Factorization Machine (FFM) 相关库。
- lightfm
- spotlight
- Surprise
- tensorrec
- dpark
- dumbo
- luigi
- mrjob
- dask
- PySpark
- Ray
- faust
- streamparse
- mars
- CyToolz
- fn.py
- funcy
- Toolz
- Coconut
- more-itertools
- returns
- List of Python API Wrappers and Libraries
- apache-libcloud
- boto3
- django-wordpress
- facebook-sdk
- facepy
- gmail
- google-api-python-client
- gspread
- twython
- Ansible
- SaltStack
- OpenStack
- Docker Compose
- Fabric
- cuisine
- Fabtools
- gitapi
- hgapi
- honcho
- pexpect
- psutil
- supervisor
- cloudinit
- pyinfra
- honcho
- BorgBackup
- docker-compose
- APScheduler
- django-schedule
- doit
- gunnery
- Joblib
- Plan
- schedule
- Spiff
- TaskFlow
- Airflow
- Prefect
- cffi
- ctypes
- PyCUDA
- SWIG
- Bicycle Repair Man
- Bowler
- Rope
- Cython
- CLPython
- Grumpy
- IronPython
- Jython
- MicroPython
- Pyjion
- Numba
- PeachPy - 64 汇编器。可以被用作 Python 内联的汇编器或者是独立的汇编器，用于 Windows，Linux，OS X，Native Client 或者 Go 。
- PyPy
- Pyston
- Stackless Python
- Python(x,y)
- pythonlibs
- PythonNet
- PyWin32
- WinPython
- Mininet
- POX
- Pyretic
- SDX Platform
- NRU
- napalm
- ino
- Pyro
- PyUserInput
- scapy
- wifi
- Pingo
- keyboard
- mouse
- Python-Future
- Six
- modernize
- awesome-algorithms
- algorithms
- python-ds
- sortedcontainers
- TheAlgorithms
- PyPattyrn
- python-patterns
- transitions
- attrs
- bidict
- Box
- dataclasses
- DottedDict
- PythonRobotics
- rospy
- errbot
- elpy
- anaconda
- SublimeJEDI
- jedi-vim
- python-mode
- YouCompleteMe
- PTVS
- Python
- PyCharm
- spyder
- Zato
- graphene
- tartiflette-aiohttp
- tartiflette-asgi
- tartiflette
- QUANTAXIS
- abu
- Hikyuu Quant
- vnpy
- blinker
- boltons
- itsdangerous
- magenta
- pluginbase
- tryton
Programming Languages
Keywords
python
213
python3
21
machine-learning
21
django
14
http
12
asyncio
11
database
9
data-science
9
awesome
8
awesome-list
8
cli
8
testing
8
async
7
deep-learning
7
pandas
6
json
6
audio
6
library
6
sqlalchemy
6
framework
6
flask
6
pypi
6
natural-language-processing
5
terminal
5
redis
5
pytorch
5
python-library
5
recommender-system
5
nlp
5
utilities
4
http-server
4
quant
4
administration
4
matrix-factorization
4
aws
4
music
4
ocr
4
cloud-management
4
orm
4
numpy
4
mysql
4
python2
4
cloud
4
python-3
4
datetime
4
debugging
4
automation
4
jupyter
4
artificial-intelligence
4
time
4