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Python常用学习库汇总

2017-03-29 合天智汇

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Python中到底有哪些库会让程序员爱不释手?以至于一次上瘾,造成永久性伤害,今天我们就来整理一番这样的库,如有不对的地方,欢迎各位在下方留言区或者关注公众号指正。


GUI 图形界面

Tkinter :https://wiki.python.org/moin/TkInter/

wxPython:https://www.wxpython.org/

PyGTK:http://www.pygtk.org/

PyQt:https://sourceforge.net/projects/pyqt/

PySide:http://wiki.qt.io/Category:LanguageBindings::PySide


Web框架

django:https://www.djangoproject.com/

flask:http://flask.pocoo.org/

tornadoweb :http://www.tornadoweb.org/en/stable/

webpy:http://webpy.org/

cherrypy:http://cherrypy.org/

jinjs:http://docs.jinkan.org/docs/jinja2/


科学计算

numpy:http://www.numpy.org/

SciPy:https://www.scipy.org/

pandas: http://pandas.pydata.org/

blaze: http://blaze.readthedocs.io/en/latest/index.html


密码学

cryptography:https://pypi.python.org/pypi/cryptography/

hashids:http://www.oschina.net/p/hashids

Paramiko:http://www.paramiko.org/

Passlib:https://pythonhosted.org/passlib/

PyCrypto:https://pypi.python.org/pypi/pycrypto

PyNacl:http://pynacl.readthedocs.io/en/latest/


爬虫相关

scrapy:https://scrapy.org/

pyspider: https://github.com/binux/pyspider

portia:https://github.com/scrapinghub/portia

html2text:https://github.com/Alir3z4/html2text

BeautifulSoup:https://www.crummy.com/software/BeautifulSoup/

lxml:http://lxml.de/

selenium:http://docs.seleniumhq.org/

mechanize:https://pypi.python.org/pypi/mechanize

PyQuery:https://pypi.python.org/pypi/pyquery/

creepy:https://pypi.python.org/pypi/creepy


图像处理

bigmoyan:http://scikit-image.org/

Python Imaging Library(PIL):

http://www.pythonware.com/products/pil/

pillow: http://pillow.readthedocs.io/en/latest/


自然语言处理

nltk: http://www.nltk.org/

snownlp: https://github.com/isnowfy/snownlp

Pattern:https://github.com/clips/pattern

TextBlob:http://textblob.readthedocs.io/en/dev/

Polyglot:https://pypi.python.org/pypi/polyglot

jieba: https://github.com/fxsjy/jieba


数据库驱动

mysql-python: https://sourceforge.net/projects/mysql-python/

PyMySQL:https://github.com/PyMySQL/PyMySQL

PyMongo:https://docs.mongodb.com/ecosystem/drivers/python/

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